Professor Keith Worden

Department of Mechanical Engineering

Professor of Mechanical Engineering

Keith Worden
Profile picture of Keith Worden
K.Worden@sheffield.ac.uk
+44 114 222 7758

Full contact details

Professor Keith Worden
Department of Mechanical Engineering
Sir Frederick Mappin Building
Mappin Street
Sheffield
S1 3JD
Profile

Professor Worden began academic life as a theoretical physicist, with a degree from York University and a PhD in Mechanical Engineering from Heriot-Watt University eventually followed.

A period of research at Manchester University led to an appointment at the University of Sheffield in 1995, where he has happily remained since.

Research interests

Keith's research is concerned with applications of advanced signal processing and machine learning methods to structural dynamics. The primary application is in the aerospace industry, although there has also been interaction with ground transport and offshore industries.

One of the research themes concerns non-linear systems. The research conducted here is concerned with assessing the importance of non-linear modelling within a given context and formulating appropriate methods of analysis. The analysis of non-linear systems can range from the fairly pragmatic to the extremes of mathematical complexity. The emphasis within the research group here is on the pragmatic and every attempt is made to maintain contact with engineering necessity.

Another major activity within the research group concerns structural health monitoring for aerospace systems and structures. The research is concerned with developing automated systems for inspection and diagnosis, with a view to reducing the cost-of-ownership of these high integrity structures.

The methods used are largely adapted from pattern recognition and machine learning; often the algorithms make use of biological concepts e.g. neural networks, genetic algorithms and ant-colony metaphors. The experimental approaches developed range from global inspection using vibration analysis to local monitoring using ultrasound.

Publications

Books

  • Allen D, Loakes D & Tebby J (2016) Preface. Royal Society of Chemistry. RIS download Bibtex download
  • Holford KM, Brandon JA, Dulieu-Barton JM, Gilchrist MD & Worden K (2001) Key Engineering Materials: Preface. RIS download Bibtex download

Journal articles

Chapters

Conference proceedings papers

  • Champneys MD, Rogers TJ, Dervilis N & Worden K (2024) Towards Exact Statistically Independent Nonlinear Normal Modes via the FPK Equation (pp 81-91) RIS download Bibtex download
  • Worden K & Cross EJ (2024) A Tutorial on Data-Driven Methods in Nonlinear Dynamics (pp 51-70) RIS download Bibtex download
  • SMITH SM, HUGHE AJ, DARDENO TA, BULL LA, DERVILIS N & WORDEN K (2023) ANOMALY DETECTION IN OFFSHORE WIND TURBINE STRUCTURES USING HIERARCHICAL BAYESIAN MODELLING. Proceedings of the 14th International Workshop on Structural Health Monitoring RIS download Bibtex download
  • POOLE J, GARDNER P, HUGHES AJ, MILLS RS, DARDENO TA, DERVILIS N & WORDEN K (2023) PHYSICS-INFORMED TRANSFER LEARNING IN PBSHM: A CASE STUDY ON EXPERIMENTAL HELICOPTER BLADES. Proceedings of the 14th International Workshop on Structural Health Monitoring RIS download Bibtex download
  • HUGHES AJ, POOLE J, DERVILIS N, GARDNER P & WORDEN K (2023) A DECISION FRAMEWORK FOR SELECTING INFORMATION-TRANSFER STRATEGIES IN POPULATION-BASED SHM. Proceedings of the 14th International Workshop on Structural Health Monitoring RIS download Bibtex download
  • CLARKSON DR, BULL LA, DARDENO TA, WICKRAMARACHCHI CT, CROSS EJ, ROGERS TJ, WORDEN K, DERVILIS N & HUGHES AJ (2023) SHARING INFORMATION BETWEEN MACHINE TOOLS TO IMPROVE SURFACE FINISH FORECASTING. Proceedings of the 14th International Workshop on Structural Health Monitoring RIS download Bibtex download
  • LINDLEY CA, JONES MR, DARDENO TA, MILLS RS, DERVILIS N & WORDEN K (2023) ACOUSTIC EMISSION SOURCE LOCATION USING BAYESIAN OPTIMISATION FOR A COMPOSITE HELICOPTER BLADE. Proceedings of the 14th International Workshop on Structural Health Monitoring RIS download Bibtex download
  • DARDENO TA, BULL LA, MILLS RS, DERVILIS N & WORDEN K (2023) HIERARCHICAL BAYESIAN MODELLING OF A FAMILY OF FRFS. Proceedings of the 14th International Workshop on Structural Health Monitoring RIS download Bibtex download
  • BRASSINGTON A, ALEXANDER MH, DERVILIS N, WORDEN K & ROGERS TJ (2023) DETECTION, LOCALISATION, AND QUANTIFICATION OF BOLT LOOSENESS IN AN ALUMINIUM PLATE USING LAMB WAVE ANALYSIS. Proceedings of the 14th International Workshop on Structural Health Monitoring RIS download Bibtex download
  • BEE SC, BULL LA, DERVILIS N & WORDEN K (2023) WHEN IS AN SHM PROBLEM A MULTI-TASK- LEARNING PROBLEM?. Proceedings of the 14th International Workshop on Structural Health Monitoring RIS download Bibtex download
  • PAPATHEOU E, TATSIS K, AGATHOS K, HAYWOOD-ALEXANDER M, DERVILIS N & WORDEN K (2023) ON THE USE OF MODEL-BASED VERSUS DATA-BASED APPROACHES FOR VIRTUAL SENSING IN SHM. Proceedings of the 14th International Workshop on Structural Health Monitoring RIS download Bibtex download
  • Delo G, Surace C, Worden K & Brennan DS (2023) On the Influence of Structural Attributes for Assessing Similarity in Population-Based Structural Health Monitoring. Structural Health Monitoring 2023: Designing SHM for Sustainability, Maintainability, and Reliability - Proceedings of the 14th International Workshop on Structural Health Monitoring (pp 1553-1562) RIS download Bibtex download
  • Brennan DS, Cross EJ & Worden K (2023) A Comparison of Structural Similarity Metrics within Population-Based Structural Health Monitoring. Structural Health Monitoring 2023: Designing SHM for Sustainability, Maintainability, and Reliability - Proceedings of the 14th International Workshop on Structural Health Monitoring (pp 176-185) RIS download Bibtex download
  • Worden K & Cross EJ (2023) On Engle-Granger Cointegration Using Treed Gaussian Processes. Structural Health Monitoring 2023: Designing SHM for Sustainability, Maintainability, and Reliability - Proceedings of the 14th International Workshop on Structural Health Monitoring (pp 2833-2843) RIS download Bibtex download
  • Poole J, Gardner P, Dervilis N, Bull L & Worden K (2023) On the Application of Partial Domain Adaptation for PBSHM (pp 408-418) RIS download Bibtex download
  • Haywood-Alexander M, Dervilis N, Worden K & Rogers TJ (2023) A Bayesian Approach to Lamb-Wave Dispersion Curve Material Identification in Composite Plates (pp 139-149) RIS download Bibtex download
  • Hughes AJ, Bull LA, Gardner P, Dervilis N, Worden K & Hughes A (2022) Semi-supervised risk-based active learning using inspection and maintenance information. Proceedings of ISMA 2022-International Conference on Noise and Vibration Engineering and USD 2022-International Conference on Uncertainty in Structural Dynamics. Leuven, Belgium, 12 September 2022 - 12 September 2022. View this article in WRRO RIS download Bibtex download
  • Wang T, Wagg D, Barthorpe R & Worden K (2022) On robustness of optimal sensor placement to environmental variation for SHM. Proceedings of the 13th International Workshop on Structural Health Monitoring 2021: Enabling Next-Generation SHM for Cyber-Physical Systems (pp 977-987). 439 North Duke Street, Lancaster, Pennsylvania, 17602, U.S.A. View this article in WRRO RIS download Bibtex download
  • Wang T, Wagg D, Worden K & Barthorpe R (2022) Assessment criteria for optimal sensor placement for a structural health monitoring system. Proceedings of the 13th International Workshop on Structural Health Monitoring 2021: Enabling Next-Generation SHM for Cyber-Physical Systems (pp 365-375). 439 North Duke Street, Lancaster, Pennsylvania, 17602, U.S.A. View this article in WRRO RIS download Bibtex download
  • Lin W, Worden K & Cross E (2022) A Spatial Autoregressive Approach for Wake Field Prediction Across a Wind Farm. Lecture Notes in Civil Engineering, Vol. 270, 4 July 2022 - 7 July 2022. RIS download Bibtex download
  • Lindley CA, Rogers T, Dwyer-Joyce R, Dervilis N & Worden K (2022) On the Application of Variational Auto Encoders (VAE) for Damage Detection in Rolling Element Bearings. Proceedings of the Thirteenth International Workshop on Structural Health Monitoring, IWSHM 2021 (pp 388-397). Lancaster, PA,. USA, 15 March 2022 - 17 March 2022. RIS download Bibtex download
  • TSIALIAMANIS G, WAGG D, DERVILIS N & WORDEN K (2022) ON AN APPLICATION OF GENERATIVE ADVERSARIAL NETWORKS ON REMAINING LIFETIME ESTIMATION. Proceedings of the 13th International Workshop on Structural Health Monitoring RIS download Bibtex download
  • DARDENO TA, BULL LA, DERVILIS N & WORDEN K (2022) INVESTIGATING EXPERIMENTAL REPEATABILITY AND FEATURE CONSISTENCY IN VIBRATION-BASED SHM. Proceedings of the 13th International Workshop on Structural Health Monitoring RIS download Bibtex download
  • DARDENO TA, HAYWOOD-ALEXANDER M, MILLS RS, BULL LA, DERVILIS N & WORDEN K (2022) INVESTIGATING THE EFFECTS OF AMBIENT TEMPERATURE ON FEATURE CONSISTENCY IN VIBRATION-BASED SHM. Proceedings of the 13th International Workshop on Structural Health Monitoring RIS download Bibtex download
  • GARDNER P, . BULL LA, GOSLIGA J, POOLE J, DERVILIS N & WORDEN K (2022) ON A POPULATION-BASED STRUCTURAL HEALTH MONITORING FRAMEWORK: AN AEROSPACE CASE STUDY. Proceedings of the 13th International Workshop on Structural Health Monitoring RIS download Bibtex download
  • GOWDRIDGE T, DERVILIS N & WORDEN K (2022) ON THE APPLICATION OF TOPOLOGICAL DATA ANALYSIS: A Z24 BRIDGE CASE STUDY. Proceedings of the 13th International Workshop on Structural Health Monitoring RIS download Bibtex download
  • POOLE J, GARDNER P, DERVILIS N, BULL L & WORDEN K (2022) ON NORMALISATION FOR DOMAIN ADAPTATION IN POPULATION-BASED STRUCTURAL HEALTH MONITORING. Proceedings of the 13th International Workshop on Structural Health Monitoring RIS download Bibtex download
  • WICKRAMARACHCHI, CT, JIANG X, CROSS EJ & WORDEN K (2022) ASSESSING THE INFORMATION CONTENT OF DATASETS FOR STRUCTURAL HEALTH MONITORING. Proceedings of the 13th International Workshop on Structural Health Monitoring RIS download Bibtex download
  • Muraleedharan A, Barthorpe RJ & Worden K (2022) On Predicting Uncertainties in the Dynamic Response of a Welded Structure (pp 45-57) RIS download Bibtex download
  • Brennan DS, Wickramarachchi CT, Cross EJ & Worden K (2022) Implementation of an Organic Database Structure for Population-Based Structural Health Monitoring (pp 23-41) RIS download Bibtex download
  • Hughes AJ, Barthorpe RJ & Worden K (2022) On Health-State Transition Models for Risk-Based Structural Health Monitoring (pp 49-60) RIS download Bibtex download
  • Champneys MD, Dervilis N & Worden K (2022) On Affine Symbolic Regression Trees for the Solution of Functional Problems (pp 95-108) RIS download Bibtex download
  • Gowdridge T, Dervilis N & Worden K (2022) On the Application of the Generating Series for Nonlinear Systems with Polynomial Stiffness (pp 135-149) RIS download Bibtex download
  • Nayek R, Worden K & Cross EJ (2022) Equation Discovery Using an Efficient Variational Bayesian Approach with Spike-and-Slab Priors. Conference Proceedings of the Society for Experimental Mechanics Series (pp 149-161) RIS download Bibtex download
  • Gardner PA, Bull LA, Dervilis N & Worden K (2022) On the application of heterogeneous transfer learning to population-based structural health monitoring. Data Science in Engineering, Volume 9 : Proceedings of the 39th IMAC, A Conference and Exposition on Structural Dynamics 2021 (pp 87-98). Virtual conference, 8 February 2021 - 11 February 2021. RIS download Bibtex download
  • Gardner PA, Bull LA, Dervilis N & Worden K (2022) Challenges for SHM from structural repairs : an outlier-informed domain adaptation approach. Data Science in Engineering, Volume 9 : Proceedings of the 39th IMAC, A Conference and Exposition on Structural Dynamics 2021 (pp 75-86). Virtual conference, 8 February 2021 - 11 February 2021. RIS download Bibtex download
  • Haywood-Alexander M, Dervilis N, Worden K, Dobie GB & Rogers TJ (2021) Decomposition of multi-mode signals using dispersion curves and Bayesian linear regression. Health Monitoring of Structural and Biological Systems XV, 22 March 2021 - 27 March 2021. RIS download Bibtex download
  • Worden K (2021) Towards Population-Based Structural Health Monitoring, Part VI: Structures as Geometry (pp 221-236) RIS download Bibtex download
  • Hughes AJ, Barthorpe RJ, Farrar CR & Worden K (2021) An Augmented Risk-Based Paradigm for Structural Health Monitoring (pp 201-212) RIS download Bibtex download
  • Rogers TJ, Longbottom JD, Worden K & Cross EJ (2021) Nonlinear Gaussian process latent force models for input estimation in hysteretic systems. UNCECOMP Proceedings, Vol. 2021-June RIS download Bibtex download
  • Wickramarachchi CT, Maguire E, Worden K & Cross EJ (2021) On assessing the similarity of wind turbines for population-based structural health monitoring. International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII, Vol. 2021-June (pp 1783-1788) RIS download Bibtex download
  • Gardner P, Bull LA, Dervilis N & Worden K (2021) On Domain-Adapted Gaussian Mixture Models for Population-Based Structural Health Monitoring. International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII, Vol. 2021-June (pp 663-670) RIS download Bibtex download
  • Bull LA, Gardner P, Dervilis N, Papatheou E & Worden K (2021) Automated Feature Extraction for Damage Detection: A Pseudo-fault Framework for Population-based SHM. International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII, Vol. 2021-June (pp 655-661) RIS download Bibtex download
  • Worden K, Hester D, Bunce A & Gosliga J (2021) When is a Bridge not an Aeroplane?. International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII, Vol. 2021-June (pp 1775-1781) RIS download Bibtex download
  • Bunce A, Hester D, Worden K, Gosliga J & Taylor S (2021) PBSHM - Guidance for ensuring quality when creating an IE model for a bridge. International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII, Vol. 2021-June (pp 1789-1795) RIS download Bibtex download
  • Hester D, Bunce A, Worden K, Gosliga J & Taylor S (2021) Comparison of bridge topology before and after repair using attributed graph comparisons towards population based SHM. International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII, Vol. 2021-June (pp 1797-1802) RIS download Bibtex download
  • Gosliga J, Bunce A, Hester D & Worden K (2021) Creating a network of structures based on physical similarity. International Conference on Structural Health Monitoring of Intelligent Infrastructure: Transferring Research into Practice, SHMII, Vol. 2021-June (pp 1803-1808) RIS download Bibtex download
  • Brennan DS, Gosliga J, Cross EJ & Worden K (2021) On Implementing an Irreducible Element Model Schema for Population-Based Structural Health Monitoring. Structural Health Monitoring 2021: Enabling Next-Generation SHM for Cyber-Physical Systems - Proceedings of the 13th International Workshop on Structural Health Monitoring, IWSHM 2021 (pp 905-914) RIS download Bibtex download
  • Haywood-Alexander M, Rogers TJ, Worden K, Barthorpe RJ, Cross EJ & Dervilis N (2020) Modelling of Guided Waves in a Composite Plate Through a Combination of Physical Knowledge and Regression Analysis (pp 109-114) RIS download Bibtex download
  • Gosliga J, Gardner PA, Bull LA, Dervilis N & Worden K (2020) Towards population-based structural health monitoring, Part II : heterogeneous populations and structures as graphs. Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics. Houston, TX, USA, 10 February 2020 - 13 February 2020. View this article in WRRO RIS download Bibtex download
  • Gosliga J, Gardner PA, Bull LA, Dervilis N & Worden K (2020) Towards population-based structural health monitoring, Part III: Graphs, networks and communities. Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics View this article in WRRO RIS download Bibtex download
  • Lin W, Worden K, Maguire AE & Cross E (2020) Towards population-based structural health monitoring, Part VII: EoV fields: environmental mapping. Conference Proceedings of the Society for Experimental Mechanics Series View this article in WRRO RIS download Bibtex download
  • Haywood-Alexander M, Worden K, Dobie G, Rogers TJ & Dervilis N (2020) Lamb wave mode separation using dispersion curves. Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics (pp 2891-2898) RIS download Bibtex download
  • Tsialiamanis G, Chatzi E, Dervilis N, Wagg D & Worden K (2020) AN APPLICATION OF GENERATIVE ADVERSARIAL NETWORKS IN STRUCTURAL HEALTH MONITORING. XI International Conference on Structural Dynamics, 23 November 2020 - 26 November 2020. RIS download Bibtex download
  • Muraleedharan A, Barthorpe R & Worden K (2020) A PROBABILISTIC APPROACH TOWARDS UNCERTAINTY QUANTIFICATION IN JOINED STRUCTURES. XI International Conference on Structural Dynamics, 23 November 2020 - 26 November 2020. RIS download Bibtex download
  • Tsialiamanis G, Wagg D, Dervilis N & Worden K (2020) A NEAT APPROACH TO STRUCTURAL HEALTH MONITORING. XI International Conference on Structural Dynamics, 23 November 2020 - 26 November 2020. RIS download Bibtex download
  • Gonzaga P, Worden K, Dervilis N, Stevanovic N, Bernhammer LO & Toft HS (2020) Uncertainty quantification framework for structural model of wind turbine blades. Proceedings of the International Conference on Structural Dynamic , EURODYN, Vol. 2 (pp 3911-3920) RIS download Bibtex download
  • Hughes AJ, Barthorpe RJ, Gardner P, Wagg DJ, Rogers TJ, Cross EJ & Worden K (2020) On decision-making for adaptive models combining physics and data. Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics (pp 3623-3637) RIS download Bibtex download
  • Tatsis KE, Dertimanis VK, Rogers TJ, Cross EJ, Worden K & Chatzi EN (2020) A spatiotemporal dual Kalman filter for the estimation of states and distributed inputs in dynamical systems. Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics (pp 3591-3597) RIS download Bibtex download
  • Lin W, Worden K, Maguire AE & Cross EJ (2020) Power mapping: A wind turbine performance indicator in population-based structural health monitoring. Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics (pp 3863-3869) RIS download Bibtex download
  • Gonzaga P, Worden K, Dervilis N, Stevanovic N, Bernhammer L & Toft H (2020) On the quantification of structural uncertainties of blades and their effect on wind turbine loads. Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics (pp 3853-3862) RIS download Bibtex download
  • Nayek R, Worden K, Cross EJ & Fuentes R (2020) A sparse Bayesian approach to model structure selection and parameter estimation of dynamical systems using spike-and-slab priors. Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics (pp 3639-3653) RIS download Bibtex download
  • Fuentes R, Dervilis N, Worden K & Cross EJ (2019) Efficient parameter identification and model selection in nonlinear dynamical systems via sparse Bayesian learning. Journal of Physics: Conference Series, Vol. 1264(1). Valpre, Lyon, France, 15 April 2019 - 17 April 2019. View this article in WRRO RIS download Bibtex download
  • Rogers TJ, Schön TB, Lindholm A, Worden K & Cross EJ (2019) Identification of a Duffing oscillator using particle Gibbs with ancestor sampling. Journal of Physics: Conference Series, Vol. 1264. Valpre, Lyon, France, 15 April 2019 - 17 April 2019. View this article in WRRO RIS download Bibtex download
  • Bull LA, Worden K, Rogers TJ, Wickramarachchi C, Cross EJ, McLeay T, Leahy W & Dervilis N (2019) A probabilistic framework for online structural health monitoring : active learning from machining data streams. Journal of Physics: Conference Series, Vol. 1264. Valpre, Lyon, France, 15 April 2019 - 17 April 2019. View this article in WRRO RIS download Bibtex download
  • Worden K, Cross E, Gardner P, Barthorpe R & Wagg D (2019) On digital twins, mirrors and virtualisations. Model Validation and Uncertainty Quantification, Volume 3, Vol. 3 (pp 285-295). Reno, NV, USA, 3 June 2019 - 6 June 2019. View this article in WRRO RIS download Bibtex download
  • Wagg D, Gardner P, Barthorpe R & Worden K (2019) On key technologies for realising digital twins for structural dynamics applications. Model Validation and Uncertainty Quantification, Volume 3, Vol. 3 (pp 267-272). Reno, NV, USA, 3 June 2019 - 6 June 2019. View this article in WRRO RIS download Bibtex download
  • Dervilis N, Zhang T, Bull L, Cross EJ, Rogers TJ, Fuentes R, Dertimanis V, Abdallah I, Chatzi E & Worden K (2019) A nonlinear robust outlier detection approach for SHM. 8th IOMAC - International Operational Modal Analysis Conference, Proceedings (pp 107-114) View this article in WRRO RIS download Bibtex download
  • Bull L, Manson G, Worden K & Dervilis N (2019) Active Learning Approaches to Structural Health Monitoring (pp 157-159) RIS download Bibtex download
  • Abdessalem AB, Dervilis N, Wagg D & Worden K (2019) An Efficient Likelihood-Free Bayesian Computation for Model Selection and Parameter Estimation Applied to Structural Dynamics (pp 141-151) RIS download Bibtex download
  • Deraemaeker A, Dumoulin C, Dervilis N, Cross EJ & Worden K (2019) Statistical analysis of damage indicators based on ultrasonic testing with embedded piezoelectric transducers. 9th ECCOMAS Thematic Conference on Smart Structures and Materials, SMART 2019 (pp 251-262) RIS download Bibtex download
  • Martucci D, Civera M, Surace C & Worden K (2018) Novelty Detection in a Cantilever Beam using Extreme Function Theory. Journal of Physics: Conference Series, Vol. 1106(1) View this article in WRRO RIS download Bibtex download
  • Iakovidis I, Cross EJ & Worden K (2018) A principled multiresolution approach for signal decomposition. Journal of Physics: Conference Series, Vol. 1106(1), 2 July 2018 - 4 July 2018. View this article in WRRO RIS download Bibtex download
  • Scott D, Simpson T, Dervilis N, Rogers T & Worden K (2018) Machine Learning for Energy Load Forecasting. Journal of Physics: Conference Series, Vol. 1106(1), 2 July 2018 - 4 July 2018. View this article in WRRO RIS download Bibtex download
  • Gibbons TJ, Pierce S, Worden K & Antoniadou I (2018) Convolutional neural networks for the detection of damaged fasteners in engineering structures. Proceedings of the 9th European workshop on structural health monitoring (EWSHM 2019), 10 July 2018 - 13 July 2018. View this article in WRRO RIS download Bibtex download
  • Gibbons T, Pierce G, Worden K & Antoniadou I (2018) A gaussian mixture model for automated corrosion detection in remanufacturing. Advances in Transdisciplinary Engineering, Vol. 8 (pp 63-68) View this article in WRRO RIS download Bibtex download
  • Civera M, Filosi CM, Pugno NM, Silvestrini M, Surace C & Worden K (2018) Using wavelet level variance and the discrete wavelet transform to monitor postoperative healing of vocal cords. 9th European Workshop on Structural Health Monitoring, EWSHM 2018 RIS download Bibtex download
  • Bull LA, Worden K, Cross EJ & Dervilis N (2018) Outlier ensembles: An alternative robust method for inclusive outlier analysis with structural health monitoring data. 9th European Workshop on Structural Health Monitoring, EWSHM 2018 RIS download Bibtex download
  • Rogers TJ, Worden K, Fuentes R, Dervilis N, Tygesen UT & Cross EJ (2018) A semi-supervised bayesian non-parametric approach to damage detection. 9th European Workshop on Structural Health Monitoring, EWSHM 2018 RIS download Bibtex download
  • Abdallah I, Dertimanis V, Mylonas H, Tatsis K, Chatzi E, Dervilis N, Worden K & Maguire E (2018) Fault diagnosis of wind turbine structures using decision tree learning algorithms with big data. Safety and Reliability - Safe Societies in a Changing World - Proceedings of the 28th International European Safety and Reliability Conference, ESREL 2018 (pp 3053-3062) RIS download Bibtex download
  • Zhang T, Barthorpe RJ & Worden K (2018) On NARX models using treed Gaussian processes. Proceedings of ISMA 2018 - International Conference on Noise and Vibration Engineering and USD 2018 - International Conference on Uncertainty in Structural Dynamics (pp 2775-2782) RIS download Bibtex download
  • Walker S, Lord C, Dervilis N, Papatheou E & Worden K (2018) On the use of pseudo-damage to represent damage to structures in population-based Structural Health Monitoring. Proceedings of ISMA 2018 - International Conference on Noise and Vibration Engineering and USD 2018 - International Conference on Uncertainty in Structural Dynamics (pp 3709-3722) RIS download Bibtex download
  • Papatheou E, Manson G & Worden K (2018) Pseudo-faults (or damage metaphors) for SHM: A discussion on their practical use. Proceedings of ISMA 2018 - International Conference on Noise and Vibration Engineering and USD 2018 - International Conference on Uncertainty in Structural Dynamics (pp 3825-3835) RIS download Bibtex download
  • Fuentes R, Dervilis N, Tcherniak D, Worden K & Cross EJ (2018) Outlier analysis under uncertainty: Applications to structural health monitoring. Proceedings of ISMA 2018 - International Conference on Noise and Vibration Engineering and USD 2018 - International Conference on Uncertainty in Structural Dynamics (pp 4985-4999) RIS download Bibtex download
  • Rogers TJ, Worden K, Manson G, Tygesen UT & Cross EJ (2018) A Bayesian filtering approach to operational modal analysis with recovery of forcing signals. Proceedings of ISMA 2018 - International Conference on Noise and Vibration Engineering and USD 2018 - International Conference on Uncertainty in Structural Dynamics (pp 5181-5194) RIS download Bibtex download
  • ABDESSALEM A, Dervilis N, Wagg D & Worden K (2017) ABC-NS: a new computational inference method applied to parameter estimation and model selection in structural dynamics. 23 Congrès Français de Mécanique, 1 September 2017. View this article in WRRO RIS download Bibtex download
  • Civera M, Filosi CM, Pugno NM, Silvestrini M, Surace C & Worden K (2017) Assessment of vocal cord nodules: a case study in speech processing by using Hilbert-Huang Transform. Journal of Physics: Conference Series, Vol. 842 (pp 012025-012025) View this article in WRRO RIS download Bibtex download
  • Antoniadou I, Worden K, Marchesiello S, Mba C & Garibaldi L (2017) An Illustration of New Methods in Machine Condition Monitoring, Part II: Adaptive outlier detection. Journal of Physics: Conference Series, Vol. 842 View this article in WRRO RIS download Bibtex download
  • Worden K, Antoniadou I, Marchesiello S, Mba C & Garibaldi L (2017) An illustration of new methods in machine condition monitoring, Part I: stochastic resonance. Journal of Physics: Conference Series, Vol. 842 View this article in WRRO RIS download Bibtex download
  • Bull LA, Worden K, Cross EJ & Dervilis N (2017) Is it worth changing pattern recognition methods for structural health monitoring?. Journal of Physics: Conference Series, Vol. 842 View this article in WRRO RIS download Bibtex download
  • Dervilis N, Cross EJ, Antoniadou I, Farrar CR, Worden K & IEEE (2017) Aspects of Computational Intelligence in Structural Dynamics: Structural Health Monitoring. 2017 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (SSCI) (pp 1677-1683) RIS download Bibtex download
  • Civera M, Surace C & Worden K (2017) Detection of Cracks in Beams Using Treed Gaussian Processes (pp 85-97) RIS download Bibtex download
  • Dervilis N, Cross EJ, Antoniadou I, Farrar CR & Worden K (2017) Aspects of computational intelligence in structural dynamics: Structural health monitoring. 2017 IEEE Symposium Series on Computational Intelligence (SSCI), 27 November 2017 - 1 December 2017. RIS download Bibtex download
  • Rogers TJ, Holmes GR, Cross EJ & Worden K (2017) On a Grey Box Modelling Framework for Nonlinear System Identification (pp 167-178) RIS download Bibtex download
  • Schoukens M & Worden K (2017) Evolutionary Identification of Block-Structured Systems (pp 359-366) RIS download Bibtex download
  • Fuentes R, Cross EJ, Ray N, Dervilis N, Guo T & Worden K (2017) In-Process Monitoring of Automated Carbon Fibre Tape Layup Using Ultrasonic Guided Waves (pp 179-188) RIS download Bibtex download
  • Shi H, Worden K & Cross EJ (2017) An Exploratory Study on Removing Environmental and Operational Effects Using a Regime-Switching Cointegration Method (pp 329-337) RIS download Bibtex download
  • Dervilis N, Maguire AE, Papatheou E & Worden K (2017) Wind Turbine Health Monitoring: Current and Future Trends with an Active Learning Twist (pp 119-129) RIS download Bibtex download
  • Rogers TJ, Manson G, Worden K & Cross EJ (2017) On the choice of optimisation scheme for Gaussian process hyperparameters in SHM problems. Structural Health Monitoring 2017: Real-Time Material State Awareness and Data-Driven Safety Assurance - Proceedings of the 11th International Workshop on Structural Health Monitoring, IWSHM 2017, Vol. 2 (pp 2103-2111) RIS download Bibtex download
  • Worden K, Surace C & Becker W (2017) Uncertainty Bounds on Higher-Order FRFs from Gaussian Process NARX Models. Procedia Engineering, Vol. 199 (pp 1994-2000) View this article in WRRO RIS download Bibtex download
  • Worden K, Rogers T & Cross EJ (2017) Identification of Nonlinear Wave Forces Using Gaussian Process NARX Models (pp 203-221) RIS download Bibtex download
  • Worden K & Green PL (2017) A machine learning approach to nonlinear modal analysis. Mechanical Systems and Signal Processing, Vol. 84 (pp 34-53) View this article in WRRO RIS download Bibtex download
  • Ben Abdessalem A, Dervilis N, Wagg D & Worden K (2016) Identification of nonlinear dynamical systems using approximate Bayesian computation based on a sequential Monte Carlo sampler. Proceedings of ISMA 2016 - International Conference on Noise and Vibration Engineering and USD2016 - International Conference on Uncertainty in Structural Dynamics (pp 2551-2565) View this article in WRRO RIS download Bibtex download
  • Papatheou E, Lord CE, Dervilis N, Wagg DJ & Worden K (2016) An exploratory study of the suitability of a wind turbine blade as a nonlinear demonstrator. Proceedings of ISMA 2016 - International Conference on Noise and Vibration Engineering and USD2016 - International Conference on Uncertainty in Structural Dynamics (pp 4069-4080) View this article in WRRO RIS download Bibtex download
  • Shi H, Worden K & Cross EJ (2016) A nonlinear cointegration approach with applications to structural health monitoring. Journal of Physics: Conference Series, Vol. 744 (pp 012025-012025) View this article in WRRO RIS download Bibtex download
  • Dervilis N, Papatheou E, Antoniadou I, Cross EJ & Worden K (2016) On the usage of active learning for SHM. Proceedings of ISMA 2016 - International Conference on Noise and Vibration Engineering and USD2016 - International Conference on Uncertainty in Structural Dynamics (pp 4033-4043) View this article in WRRO RIS download Bibtex download
  • Scott M, Tiboaca D, Barthorpe RJ, Wagg DJ & Worden K (2016) On the validation of nonlinear MDOF system models. Proceedings of ISMA 2016 - International Conference on Noise and Vibration Engineering and USD2016 - International Conference on Uncertainty in Structural Dynamics (pp 2785-2796) RIS download Bibtex download
  • Ray N, Worden K, Turner S, Villain-Chastre JP & Cross EJ (2016) Tool wear prediction and damage detection in milling using hidden Markov models. Proceedings of ISMA 2016 - International Conference on Noise and Vibration Engineering and USD2016 - International Conference on Uncertainty in Structural Dynamics (pp 3391-3402) RIS download Bibtex download
  • Holmes GR, Thomas A, Capener W, Worden K & Cross EJ (2016) Data-based classifiers for identification of aircraft landing characteristics. 8th European Workshop on Structural Health Monitoring, EWSHM 2016, Vol. 1 (pp 93-101) RIS download Bibtex download
  • Rahtm SA, Manson G & Worden K (2016) Data visualization approach for operational loading variations of an aircraft wing box using vibration based damage detection. 8th European Workshop on Structural Health Monitoring, EWSHM 2016, Vol. 4 (pp 2893-2902) RIS download Bibtex download
  • Manson G & Worden K (2016) Higher-Order Frequency Response Functions for Hysteretic Systems (pp 191-201) RIS download Bibtex download
  • Dervilis N, Shi H, Worden K & Cross EJ (2016) Exploring Environmental and Operational Variations in SHM Data Using Heteroscedastic Gaussian Processes (pp 145-153) RIS download Bibtex download
  • Tiboaca D, Green PL, Barthorpe RJ, Antoniadou I & Worden K (2016) Bayesian Inference and RJMCMC in Structural Dynamics: On Experimental Data (pp 23-36) RIS download Bibtex download
  • Rogers T, Manson G & Worden K (2016) On the Behaviour of Structures with Many Nonlinear Elements (pp 509-520) RIS download Bibtex download
  • Dervilis N, Worden K, Wagg DJ & Neild SA (2016) Simplifying Transformations for Nonlinear Systems: Part II, Statistical Analysis of Harmonic Cancellation (pp 321-326) View this article in WRRO RIS download Bibtex download
  • Dervilis N, Worden K, Wagg DJ & Neild SA (2016) Simplifying Transformations for Nonlinear Systems: Part I, An Optimisation-Based Variant of Normal Form Analysis (pp 315-320) View this article in WRRO RIS download Bibtex download
  • Worden K, Antoniadou I, Tiboaca OD, Manson G & Barthorpe RJ (2016) Linear and Nonlinear System Identification Using Evolutionary Optimisation (pp 325-345) RIS download Bibtex download
  • Datteo A, Dervilis N, Barthorpe RJ, Cross EJ, Worden K, Busca G, Cigada A & Antoniadou I (2016) Experimental evaluation of environmental effects on a polymer-coated aluminium structure: A time-series analysis and pattern recognition approach. Proceedings of ISMA 2016 - International Conference on Noise and Vibration Engineering and USD2016 - International Conference on Uncertainty in Structural Dynamics (pp 3295-3307) View this article in WRRO RIS download Bibtex download
  • Worden K, Cross EJ, Dervilis N, Papatheou E & Antoniadou I (2015) Structural Health Monitoring: from Structures to Systems-of-Systems ★ ★The support of the UK Engineering and Physical Sciences Research Council (EPSRC) through grant reference numbers EP/J016942/1 and EP/K003836/2, and that of the EU Framework 7 Programme for the ITN project SYSWIND, is gratefully acknowledged.. IFAC-PapersOnLine, Vol. 48(21) (pp 1-17) RIS download Bibtex download
  • Holmes G, Cokonaj V, Southern P, Worden K & Cross E (2015) Non-stationary models for predicting strain on aircraft landing gear from flight data measurements. 34th ICAF Conference and 28th ICAF Symposium, ICAF 2015, Vol. 1 (pp 162-172) RIS download Bibtex download
  • Worden K, Tiboaca OD, Antoniadou I & Barthorpe RJ (2015) System Identification of an MDOF Experimental Structure with a View Towards Validation and Verification (pp 57-65) RIS download Bibtex download
  • Baldacchino T, Jacobs W, Anderson SR, Worden K & Rowson J (2015) Estimation of Fingertip Force from Surface EMG - A Multivariate Bayesian Mixture of Experts Approach. Proceedings of the International Conference on Bio-inspired Systems and Signal Processing, 12 January 2015 - 15 January 2015. RIS download Bibtex download
  • Papatheou E, Barthorpe RJ & Worden K (2015) An Experimental Investigation of Feature Availability in Nominally Identical Structures for Population-Based SHM (pp 185-191) RIS download Bibtex download
  • Scott M, Green PL, Grant-Wilson C, Bateman M, Worden K & Sims ND (2014) Sensitivity analysis of an Advanced Gas-cooled Reactor control rod model. Proceedings of ISMA 2014 - International Conference on Noise and Vibration Engineering and USD 2014 - International Conference on Uncertainty in Structural Dynamics (pp 4587-4600) View this article in WRRO RIS download Bibtex download
  • Tiboaca D, Green PL, Barthorpe RJ & Worden K (2014) Bayesian parameter estimation and model selection of a nonlinear dynamical system using reversible jump Markov chain Monte Carlo. Proceedings of ISMA 2014 - International Conference on Noise and Vibration Engineering and USD 2014 - International Conference on Uncertainty in Structural Dynamics (pp 1253-1266) View this article in WRRO RIS download Bibtex download
  • Deraemaeker A & Worden K (2014) On the use of the Mahalanobis squared-distance to filter out environmental effects in structural health monitoring. MATEC Web of Conferences, Vol. 16 (pp 02004-02004) RIS download Bibtex download
  • Green PL & Worden K (2014) Bayesian System Identification of nonlinear systems: Informative training data through experimental design. Proceedings of the International Conference on Structural Dynamic , EURODYN, Vol. 2014-January (pp 3009-3014) View this article in WRRO RIS download Bibtex download
  • Green PL (2014) Bayesian system identification of MDOF nonlinear systems using highly informative training data. Topics in Modal Analysis II, Volume 8 : Proceedings of the 32nd IMAC, A Conference and Exposition on Structural Dynamics, 2014, Vol. 8 (pp 257-265). Orlando, FL, USA, 3 February 2014 - 6 February 2014. View this article in WRRO RIS download Bibtex download
  • Tiboaca D, Green PL, Barthorpe RJ & Worden K (2014) Bayesian System Identification of Dynamical Systems Using Reversible Jump Markov Chain Monte Carlo (pp 277-284) View this article in WRRO RIS download Bibtex download
  • Worden K, Manson G & Cross EJ (2014) On Gaussian Process NARX Models and Their Higher-Order Frequency Response Functions (pp 315-335) RIS download Bibtex download
  • Rehman AU, Worden K, Rongong JA & IEEE (2014) Fatigue Crack Detection in Vibrating Structures Using Outlier Detection Analysis. 2014 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2014) (pp 2298-2303) RIS download Bibtex download
  • Fuentes R, Cross E, Halfpenny A, Worden K & Barthorpe RJ (2014) Aircraft parametric structural load monitoring using Gaussian process regression. 7th European Workshop on Structural Health Monitoring, EWSHM 2014 - 2nd European Conference of the Prognostics and Health Management (PHM) Society (pp 1933-1940) RIS download Bibtex download
  • Antoniadou I & Worden K (2014) Use of a spatially adaptive thresholding method for the condition monitoring of a wind turbine gearbox. 7th European Workshop on Structural Health Monitoring, EWSHM 2014 - 2nd European Conference of the Prognostics and Health Management (PHM) Society (pp 496-503) RIS download Bibtex download
  • Papatheou E, Dervilis N, Maguire AE & Worden K (2014) Wind turbine structural health monitoring: A short investigation based on SCADA data. 7th European Workshop on Structural Health Monitoring, EWSHM 2014 - 2nd European Conference of the Prognostics and Health Management (PHM) Society (pp 512-519) RIS download Bibtex download
  • Fuentes R, Cross EJ, Halfpenny A, Barthorpe RJ & Worden K (2014) Autoregressive Gaussian processes for structural damage detection. Proceedings of ISMA 2014 - International Conference on Noise and Vibration Engineering and USD 2014 - International Conference on Uncertainty in Structural Dynamics (pp 469-483) RIS download Bibtex download
  • Papatheou E, Rahman TAZ, Barthorpe RJ, Park J & Worden K (2014) An experimental investigation of feature complexity and diversity in nominally similar test structures. Proceedings of ISMA 2014 - International Conference on Noise and Vibration Engineering and USD 2014 - International Conference on Uncertainty in Structural Dynamics (pp 4665-4674) RIS download Bibtex download
  • Worden K, Dervilis N & Cross EJ (2014) Nonlinear robust regression analysis as a means of exploring SHM data. Proceedings of ISMA 2014 - International Conference on Noise and Vibration Engineering and USD 2014 - International Conference on Uncertainty in Structural Dynamics (pp 513-525) RIS download Bibtex download
  • Baldacchino T, Worden K & Rowson J (2014) Sensitivity analysis using a Bayesian mixture of experts model for a bifurcating Duffing oscillator. Proceedings of ISMA 2014 - International Conference on Noise and Vibration Engineering and USD 2014 - International Conference on Uncertainty in Structural Dynamics (pp 4437-4452) RIS download Bibtex download
  • Antoniadou I, Barthorpe RJ & Worden K (2014) Towards an ontology for verification and validation in structural dynamics. Proceedings of ISMA 2014 - International Conference on Noise and Vibration Engineering and USD 2014 - International Conference on Uncertainty in Structural Dynamics (pp 1171-1178) RIS download Bibtex download
  • Manson G, Worden K & Reed PI (2014) Analysis of Nonlinear System Response to an Impulse Excitation (pp 297-308) RIS download Bibtex download
  • Dervilis N, Wagg DJ, Green PL & Worden K (2014) Nonlinear modal analysis using pattern recognition. Proceedings of ISMA 2014 - International Conference on Noise and Vibration Engineering and USD 2014 - International Conference on Uncertainty in Structural Dynamics (pp 3017-3028) View this article in WRRO RIS download Bibtex download
  • Baldacchino T, Rowson J & Worden K (2014) Nonlinear Time Series Analysis Using Bayesian Mixture of Experts (pp 111-121) RIS download Bibtex download
  • Rehman AU, Worden K, Rongong JA & Mughal HU (2013) Coulomb friction-induced damping estimation at the crack interface for cantilever-type specimen. 11th International Conference on Recent Advances in Structural Dynamics. Pisa, Italy, 1 July 2013 - 3 July 2013. RIS download Bibtex download
  • Yang K, Worden K & Rongong JA (2013) Damage detection in a glass plate using outlier analysis. Key Engineering Materials, Vol. 569-570 (pp 847-853) RIS download Bibtex download
  • Fuentes R, Halfpenny A, Cross E, Barthorpe R & Worden K (2013) An approach to fault detection using a unified linear Gaussian framework. Structural Health Monitoring 2013: A Roadmap to Intelligent Structures - Proceedings of the 9th International Workshop on Structural Health Monitoring, IWSHM 2013, Vol. 2 (pp 2752-2759) RIS download Bibtex download
  • Pavlopoulou S, Worden K & Soutis C (2013) On the Structural Health Monitoring of Repaired Aerospace Structures. STRUCTURAL HEALTH MONITORING 2013, VOLS 1 AND 2 (pp 956-+) RIS download Bibtex download
  • Dervilis N, Barthorpe RJ & Worden K (2013) Auto-Association and Novelty Detection: Truths and Myths?. STRUCTURAL HEALTH MONITORING 2013, VOLS 1 AND 2 (pp 243-250) RIS download Bibtex download
  • Worden K & Cross EJ (2013) Bayesian Regression Trees as Surrogate Models for the Health Monitoring of Civil Infrastructure. STRUCTURAL HEALTH MONITORING 2013, VOLS 1 AND 2 (pp 351-360) RIS download Bibtex download
  • Antoniadou I, Cross EJ & Worden K (2013) Cointegration for the Removal of Environmental and Operational Effects Using a Single Sensor. STRUCTURAL HEALTH MONITORING 2013, VOLS 1 AND 2 (pp 2400-2406) RIS download Bibtex download
  • Cross EJ, Sartor P, Worden K & Southern P (2013) Prediction of Landing Gear Loads from Flight Test Data Using Gaussian Process Regression. STRUCTURAL HEALTH MONITORING 2013, VOLS 1 AND 2 (pp 1452-+) RIS download Bibtex download
  • Rehman AU, Shah FH, Worden K & Rongong JA (2013) Damage identification in the mistuned bladed system utilizing the outlier analysis. Research and Applications in Structural Engineering, Mechanics and Computation - Proceedings of the 5th International Conference on Structural Engineering, Mechanics and Computation, SEMC 2013 (pp 2309-2314) RIS download Bibtex download
  • Figueiredo E, Radu L, Westgate R, Brownjohn J, Cross E, Worden K & Farrar C (2012) Applicability of a Markov-chain Monte Carlo method for damage detection on data from the Z-24 and Tamar suspension bridges. Proceedings of the 6th European Workshop - Structural Health Monitoring 2012, EWSHM 2012, Vol. 1 (pp 747-754) RIS download Bibtex download
  • Barthorpe R, Worden K, Sultan MTH, Eaton M, Pullin R & Holford K (2012) The effect of attenuation on the identification of impact damage in CFRP laminates. Proceedings of the 6th European Workshop - Structural Health Monitoring 2012, EWSHM 2012, Vol. 1 (pp 698-706) RIS download Bibtex download
  • Worden K, Cross E & Barton E (2012) Damage detection on the NPL footbridge under changing environmental conditions. Proceedings of the 6th European Workshop - Structural Health Monitoring 2012, EWSHM 2012, Vol. 2 (pp 1124-1131) RIS download Bibtex download
  • Cross E, Sartor P, Worden K & Southern P (2012) Prediction of landing gear loads using machine learning techniques. Proceedings of the 6th European Workshop - Structural Health Monitoring 2012, EWSHM 2012, Vol. 2 (pp 1056-1063) RIS download Bibtex download
  • Dervilis N, Barthorpe R, Antoniadou I & Worden K (2012) Impact damage detection for composite material typical of wind turbine blades using novelty detection. Proceedings of the 6th European Workshop - Structural Health Monitoring 2012, EWSHM 2012, Vol. 2 (pp 1287-1296) RIS download Bibtex download
  • Mustafah AM, Manson G & Worden K (2012) Identification of hysteretic systems using self-adaptive optimisation. PROCEEDINGS OF INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING (ISMA2012) / INTERNATIONAL CONFERENCE ON UNCERTAINTY IN STRUCTURAL DYNAMICS (USD2012) (pp 2491-2501) RIS download Bibtex download
  • Antoniadou I, Manson G, Dervilis N, Barszcz T, Staszewski WJ & Worden K (2012) Use of the Teager-Kaiser energy operator for condition monitoring of a wind turbine gearbox. PROCEEDINGS OF INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING (ISMA2012) / INTERNATIONAL CONFERENCE ON UNCERTAINTY IN STRUCTURAL DYNAMICS (USD2012) (pp 4255-4268) RIS download Bibtex download
  • Pavlopoulou S, Soutis C & Worden K (2012) Application of pattern recognition for damage classification in scarf repairs. PROCEEDINGS OF INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING (ISMA2012) / INTERNATIONAL CONFERENCE ON UNCERTAINTY IN STRUCTURAL DYNAMICS (USD2012) (pp 857-868) RIS download Bibtex download
  • Green P, Worden K, Atallah K & Sims ND (2012) The modelling of friction in a randomly excited energy harvester. Proceedings of the 2012 International Conference on Modal Analysis Noise and Vibration Engineering. Orlando, FL RIS download Bibtex download
  • Worden K, Manson G & Cross EJ (2012) Higher-order frequency response functions from Gaussian Process NARX models. PROCEEDINGS OF INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING (ISMA2012) / INTERNATIONAL CONFERENCE ON UNCERTAINTY IN STRUCTURAL DYNAMICS (USD2012) (pp 2575-2589) RIS download Bibtex download
  • Muhamed P, Worden K & Sims ND (2012) Experimental validation of the orthogonalised reverse path method using a nonlinear beam. Journal of Physics: Conference Series, Vol. 382(1) RIS download Bibtex download
  • Cross EJ, Worden K & IOP (2012) Cointegration and why it works for SHM. MODERN PRACTICE IN STRESS AND VIBRATION ANALYSIS 2012 (MPSVA 2012), Vol. 382 RIS download Bibtex download
  • Dervilis N, Choi M, Antoniadou I, Farinholt KM, Taylor SG, Barthorpe RJ, Park G, Worden K, Farrar CR & IOP (2012) Novelty detection applied to vibration data from a CX-100 wind turbine blade under fatigue loading.. MODERN PRACTICE IN STRESS AND VIBRATION ANALYSIS 2012 (MPSVA 2012), Vol. 382 RIS download Bibtex download
  • Manson G, Worden K, Wood M & IOP (2012) Analysis of Reciprocity Breakdown in Nonlinear Systems. MODERN PRACTICE IN STRESS AND VIBRATION ANALYSIS 2012 (MPSVA 2012), Vol. 382 RIS download Bibtex download
  • Barthorpe RJ, Cross EJ, Papatheou E & Worden K (2012) Some recent developments in structural health monitoring. Key Engineering Materials, Vol. 518 (pp 298-318) RIS download Bibtex download
  • Antoniadou I, Manson G, Staszewski WJ & Worden K (2012) Damage detection in gearboxes considering intermittent faults and time-varying loads. Key Engineering Materials, Vol. 518 (pp 76-86) RIS download Bibtex download
  • Dervilis N, Barthorpe R, Staszewski WJ & Worden K (2012) Structural Health Monitoring of composite material typical of wind turbine blades by novelty detection on vibration response. Key Engineering Materials, Vol. 518 (pp 319-327) RIS download Bibtex download
  • Cross EJ, Worden K, Koo KY & Brownjohn JMW (2012) Filtering environmental load effects to enhance novelty detection on cable-supported bridge performance. Bridge Maintenance, Safety, Management, Resilience and Sustainability - Proceedings of the Sixth International Conference on Bridge Maintenance, Safety and Management (pp 745-752) RIS download Bibtex download
  • Green PL, Worden K, Atallah K & Sims ND (2012) The benefits of duffing-type nonlinearities and electrical optimisation of a randomly excited energy harvester. Conference Proceedings of the Society for Experimental Mechanics Series, Vol. 6 (pp 657-667) RIS download Bibtex download
  • Worden K & Barthorpe RJ (2012) Identification of hysteretic systems using NARX models, part I: Evolutionary identification. Conference Proceedings of the Society for Experimental Mechanics Series, Vol. 4 (pp 49-56) RIS download Bibtex download
  • Worden K, Barthorpe RJ & Hensman JJ (2012) Identification of hysteretic systems using NARX models, part II: A Bayesian approach. Conference Proceedings of the Society for Experimental Mechanics Series, Vol. 4 (pp 57-65) RIS download Bibtex download
  • Dervilis N, Barthorpe R, Antoniadou I, Staszewski WJ & Worden K (2012) Damage detection in carbon composite material typical of wind turbine blades using auto-associative neural networks. Proceedings of SPIE - The International Society for Optical Engineering, Vol. 8348 RIS download Bibtex download
  • Antoniadou I, Manson G, Dervilis N, Staszewski WJ & Worden K (2012) On damage detection in wind turbine gearboxes using outlier analysis. Proceedings of SPIE - The International Society for Optical Engineering, Vol. 8343 RIS download Bibtex download
  • Rehman AU, Worden K & Rongong JA (2011) Identification and quantification of nonlinearities arising from a crack operating in flexural and torsion mode. 4th International Operational Modal Analysis Conference. Istanbul, Turkey, 9 May 2011 - 11 May 2011. RIS download Bibtex download
  • Rehman AU, Rongong JA & Worden K (2011) Experimental investigation of MAC based crack detection technique for repeating structures. 4th International Operational Modal Analysis Conference,. Istanbul, Turkey, 9 May 2011 - 11 May 2011. RIS download Bibtex download
  • Rehman AU, Worden K & Rongong JA (2011) Fatigue crack detection in vibrating structures using outlier detection analysis. Proceedings of the 8th International Conference on Structural Dynamics, EURODYN 2011 (pp 2298-2303) RIS download Bibtex download
  • Antoniadou I, Staszewski WJ & Worden K (2011) Intermittent fault detection in gearboxes-a simulated case study. 18th International Congress on Sound and Vibration 2011, ICSV 2011, Vol. 3 (pp 2126-2134) RIS download Bibtex download
  • Worden K, Cross EJ & Kyprianou A (2011) Cointegration and Nonstationarity in the Context of Multiresolution Analysis. 9TH INTERNATIONAL CONFERENCE ON DAMAGE ASSESSMENT OF STRUCTURES (DAMAS 2011), Vol. 305 RIS download Bibtex download
  • Sultan MTH, Worden K & Staszewski WJ (2011) Impact damage characterisation using a statistical approach. Structural Health Monitoring 2011: Condition-Based Maintenance and Intelligent Structures - Proceedings of the 8th International Workshop on Structural Health Monitoring, Vol. 1 (pp 1274-1282) RIS download Bibtex download
  • Rehman AU, Worden K & Rongong JA (2011) An Experimental and Numerical Investigation of Damage Detection in a Mistuned Bladed Disc. STRUCTURAL HEALTH MONITORING 2011: CONDITION-BASED MAINTENANCE AND INTELLIGENT STRUCTURES, VOL 1 (pp 1258-1265) RIS download Bibtex download
  • Rehman AU, Worden K & Rongong JA (2011) Understanding the Effects of a Breathing Crack on the Dynamic Response of Cantilever-type Structures for Damage Detection. STRUCTURAL HEALTH MONITORING 2011: CONDITION-BASED MAINTENANCE AND INTELLIGENT STRUCTURES, VOL 1 (pp 848-855) RIS download Bibtex download
  • Cross EJ & Worden K (2011) Nonlinear Cointegration as a Combinatorial Optimisation Problem. STRUCTURAL HEALTH MONITORING 2011: CONDITION-BASED MAINTENANCE AND INTELLIGENT STRUCTURES, VOL 1 (pp 87-94) RIS download Bibtex download
  • Cross EJ, Worden K, Koo K-Y & Brownjohn JMW (2011) Cointegration and SHM of Bridges. STRUCTURAL HEALTH MONITORING 2011: CONDITION-BASED MAINTENANCE AND INTELLIGENT STRUCTURES, VOL 1 (pp 63-+) RIS download Bibtex download
  • Cross EJ, Koo KY, Worden K & Brownjohn JMW (2011) Cointegration and SHM of bridges. Structural Health Monitoring 2011: Condition Based Maintenance and Intelligent Structures (pp 63-71). Stanford, California, September 2011. RIS download Bibtex download
  • Cross EJ & Worden K (2011) Approaches to nonlinear cointegration with a view towards applications in SHM. Journal of Physics: Conference Series, Vol. 305(1) RIS download Bibtex download
  • Worden K & Becker W (2011) On the identification of hysteretic systems, part II: Bayesian sensitivity analysis. Conference Proceedings of the Society for Experimental Mechanics Series, Vol. 2 (pp 77-91) RIS download Bibtex download
  • Worden K & Manson G (2011) On the identification of hysteretic systems, part I: An extended evolutionary scheme. Conference Proceedings of the Society for Experimental Mechanics Series, Vol. 2 (pp 67-75) RIS download Bibtex download
  • Barthorpe RJ, Manson G & Worden K (2011) Classification of Multi-Site Damage using Support Vector Machines. 9th International Conference on Damage Assessment of Structures. Oxford, UK RIS download Bibtex download
  • Rehman AU, Worden K & Rongong JA (2011) Amplitude dependent crack characterization of growing fatigue cracks. Conference Proceedings of the Society for Experimental Mechanics Series, Vol. 5 (pp 83-92) RIS download Bibtex download
  • Barthorpe RJ & Worden K (2011) Multiple-site damage location using single-site training data. Conference Proceedings of the Society for Experimental Mechanics Series, Vol. 1 (pp 195-201) RIS download Bibtex download
  • Nishio M, Hemez F, Worden K, Park G, Takeda N & Farrar C (2011) Feature extraction for structural dynamics model validation. Conference Proceedings of the Society for Experimental Mechanics Series, Vol. 2 (pp 153-163) RIS download Bibtex download
  • Sultan MTH, Worden K & Staszewski WJ (2011) Damage identification in CRFP laminates using a statistical method. Conference Proceedings of the Society for Experimental Mechanics Series, Vol. 6 (pp 91-101) RIS download Bibtex download
  • Bielak T, Packo P, Spencer A, Staszewski WJ, Uhl T & Worden K (2011) CUDA technology for Lamb wave simulations. Proceedings of SPIE - The International Society for Optical Engineering, Vol. 7984 RIS download Bibtex download
  • Cross E, Worden K, Koo KY & Brownjohn JMW (2011) Modelling environmental effects on the dynamic characteristics of the Tamar suspension bridge. Conference Proceedings of the Society for Experimental Mechanics Series, Vol. 5 (pp 21-32) RIS download Bibtex download
  • Mahzan S, Staszewski WJ & Worden K (2010) Experimental studies on impact damage location in composite aerospace structures using genetic algorithms and neural networks. SMART STRUCTURES AND SYSTEMS, Vol. 6(2) (pp 147-165) RIS download Bibtex download
  • Farrar CR & Worden K (2010) An Introduction to Structural Health Monitoring (pp 1-17) RIS download Bibtex download
  • Hickey D & Worden K (2010) Comparing the bispectrum, coherence function and Hilbert transform as methods of nonlinear identification. Proceedings of ISMA 2010 - International Conference on Noise and Vibration Engineering, including USD 2010 (pp 3145-3158) RIS download Bibtex download
  • Cross EJ, Koo KY, Brownjohn JMW & Worden K (2010) Long-term monitoring and data analysis of the Tamar bridge. Proceedings of ISMA 2010 - International Conference on Noise and Vibration Engineering, including USD 2010 (pp 1345-1357) RIS download Bibtex download
  • Quattrone A, Ruocci G, Ceravolo R, Worden K & De Stefano A (2010) Non-linearity detection in a masonry arch bridge model subject to artificial settlements. Proceedings of the 5th European Workshop - Structural Health Monitoring 2010 (pp 1133-1138) RIS download Bibtex download
  • Farrar C, Worden K & Park G (2010) Complexity: A new axiom for Structural Health Monitoring. Proceedings of the 5th European Workshop - Structural Health Monitoring 2010 (pp 882-888) RIS download Bibtex download
  • Sartor P, Becker W, Worden K, Bond D & Staszewski W (2010) Bayesian sensitivity analysis of flight parameters in the development of a hard landing indication system. Proceedings of the 5th European Workshop - Structural Health Monitoring 2010 (pp 145-153) RIS download Bibtex download
  • De Stefano M, Gherlone M, Mattone M, Di Sciuva M & Worden K (2010) On sensor placement for impact location: Optimisation under the effect of uncertainties. Proceedings of the 5th European Workshop - Structural Health Monitoring 2010 (pp 402-407) RIS download Bibtex download
  • Cross EJ & Worden K (2010) An approach to nonlinear cointegration with a view towards SHM. Proceedings of the 5th European Workshop - Structural Health Monitoring 2010 (pp 875-881) RIS download Bibtex download
  • Pierce SG, Worden K, Summan R, Dobie G & Hensman JJ (2010) Towards implementation of reconfigurable robotic strategies for structural health monitoring. Proceedings of the 5th European Workshop - Structural Health Monitoring 2010 (pp 665-672) RIS download Bibtex download
  • Ruocci G, Worden K & De Stefano A (2010) Damage detection in a masonry arch bridge model using outlier analysis. Proceedings of the 5th European Workshop - Structural Health Monitoring 2010 (pp 252-257) RIS download Bibtex download
  • Becker W & Worden K (2010) Bayesian Sensitivity Analysis of a Bifurcating Duffing Oscillator. PROCEEDINGS OF ISMA2010 - INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING INCLUDING USD2010 (pp 5247-5259) RIS download Bibtex download
  • Rehman AU, Worden K & Rongong JA (2010) Crack Detection in Mistuned Repeating Structures. PROCEEDINGS OF ISMA2010 - INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING INCLUDING USD2010 (pp 1083-1097) RIS download Bibtex download
  • Papatheou E, Manson G, Barthorpe RJ & Worden K (2010) Damage location using added masses in a Piper Tomahawk aircraft wing. Proceedings of ISMA 2010: International Conference on Noise and Vibration Engineering. Leuven, Belgium RIS download Bibtex download
  • Rehman AU, Rongong JA & Worden K (2010) DETECTION OF DAMAGE IN REPEATING STRUCTURES. PROCEEDINGS OF THE ASME TURBO EXPO 2010, VOL 6, PTS A AND B (pp 1053-1061) RIS download Bibtex download
  • Cross EJ, Koo KY, Brownjohn JMW & Worden K (2010) Long-term monitoring and data analysis of the Tamar Bridge. PROCEEDINGS OF ISMA2010 INCLUDING USD2010 (pp 1345-1358). Leuven, Belgium, 20 September 2010 - 22 September 2010. RIS download Bibtex download
  • Green PL, Worden K, Atallah K & Sims ND (2010) Performance of linear and nonlinear resonant frequency energy harvesters under uncertain loading conditions.. Proceedings of the 2010 International Conference on Modal Analysis Noise and Vibration Engineering. Leuven, Belgium RIS download Bibtex download
  • Pullin R, Eaton MJ, Hensman JJ, Holford KM, Worden K & Evans SL (2010) Validation of Acoustic Emission (AE) crack detection in aerospace grade steel using Digital Image Correlation. Applied Mechanics and Materials, Vol. 24-25 (pp 221-226) RIS download Bibtex download
  • Hebb RI, Dulieu-Barton JM, Worden K & Tatum P (2010) Towards the derivation of stress intensity factors by parametric modelling of full-field thermoelastic data. Applied Mechanics and Materials, Vol. 24-25 (pp 227-232) RIS download Bibtex download
  • Worden K, Becker WE, Battipede M & Surace C (2010) Aspects of uncertainty analysis for large nonlinear computational models. Applied Mechanics and Materials, Vol. 24-25 (pp 25-41) RIS download Bibtex download
  • Sultan MTH, Hodzic A, Staszewski WJ & Worden K (2010) A SEM-based study of structural impact damage. Applied Mechanics and Materials, Vol. 24-25 (pp 233-238) RIS download Bibtex download
  • Figueiredo E, Park G, Farrar CR, Worden K & Figueiras J (2010) Machine learning algorithms to damage detection under operational and environmental variability. Proceedings of SPIE - The International Society for Optical Engineering, Vol. 7650(PART 1) RIS download Bibtex download
  • Pierce SG, Dobie G, Summan R, MacKenzie L, Hensman J, Worden K & Hayward G (2010) Positioning challenges in reconfigurable semi-autonomous robotic NDE inspection. Proceedings of SPIE - The International Society for Optical Engineering, Vol. 7650(PART 1) RIS download Bibtex download
  • Summan R, Dobie G, Hensman J, Pierce SG & Worden K (2010) A probabilistic approach to robotic NDE inspection. AIP Conference Proceedings, Vol. 1211 (pp 1999-2006) RIS download Bibtex download
  • Leeds JS, Morley SR, Robson HE, Grant J, Hensman J, Worden K, McAlindon ME & Sanders DS (2009) COMPARISON OF THE SHEFFIELD GASTROSTOMY SCORE WITH AN ARTIFICIAL NEURAL NETWORK ANALYSIS. GUT, Vol. 58 (pp A124-A124) RIS download Bibtex download
  • Kapoor H, Boller C, Worden K, Manson G & Lugo A (2009) Prospective applications for SHM on commercial aircraft. Structural Health Monitoring 2009: From System Integration to Autonomous Systems - Proceedings of the 7th International Workshop on Structural Health Monitoring, IWSHM 2009, Vol. 1 (pp 223-230) RIS download Bibtex download
  • Figueiredo E, Park G, Figueiras J, Farrar C & Worden K (2009) Structural health monitoring algorithm comparisons using standard data sets. Structural Health Monitoring 2009: From System Integration to Autonomous Systems - Proceedings of the 7th International Workshop on Structural Health Monitoring, IWSHM 2009, Vol. 2 (pp 1320-1327) RIS download Bibtex download
  • Sultan MTH, Worden K, Staszewski WJ, Pierce SG, Duliue-Barton JM & Hodzic A (2009) Impact damage detection and quantification in CFRP laminates: A precursor to machine learning. Structural Health Monitoring 2009: From System Integration to Autonomous Systems - Proceedings of the 7th International Workshop on Structural Health Monitoring, IWSHM 2009, Vol. 2 (pp 1528-1537) RIS download Bibtex download
  • Stolze F, Staszewski WJ, Manson G & Worden K (2009) An investigation into the Instantaneous Phase of Guided Ultrasonic Waves in a multi-riveted strap joint aluminum panel. Structural Health Monitoring 2009: From System Integration to Autonomous Systems - Proceedings of the 7th International Workshop on Structural Health Monitoring, IWSHM 2009, Vol. 2 (pp 2290-2298) RIS download Bibtex download
  • Sturgeon R, Cross EJ, Worden K, Brownjohn JMW, Koo KY & Chen Q (2009) Elimination of long-term trends in SHM data using cointegration. Structural Health Monitoring 2009: From System Integration to Autonomous Systems - Proceedings of the 7th International Workshop on Structural Health Monitoring, IWSHM 2009, Vol. 2 (pp 1447-1455) RIS download Bibtex download
  • Brownjohn JMW, Worden K, Cross E, List D, Cole R & Wood T (2009) Thermal effects on performance on Tamar Bridge. Structural Health Monitoring of Intelligent Infrastructure - Proceedings of the 4th International Conference on Structural Health Monitoring of Intelligent Infrastructure, SHMII 2009 RIS download Bibtex download
  • Hickey D, Rongong J, Spencer A & Worden K (2009) Error bounds on master curves from least-squares estimation. Conference Proceedings of the Society for Experimental Mechanics Series RIS download Bibtex download
  • Barthorpe RJ, Worden K & Manson G (2009) Finite Element Model-based Feature Generation for Structural Health Monitoring. IMAC-XXVII: Conference & Exposition on Structural Dynamics. Orlando, FL RIS download Bibtex download
  • Manson G & Worden K (2009) Volterra methods for constructing structural dynamic observables for nonlinear systems: An extended calculation. Journal of Physics: Conference Series, Vol. 181(1) RIS download Bibtex download
  • Hebb RI, Dulieu-Barton JM, Worden K & Tatum P (2009) Curve fitting of mixed-mode isopachics. Journal of Physics: Conference Series, Vol. 181(1) RIS download Bibtex download
  • Cross EJ & Worden K (2009) Approximation of the Duffing oscillator frequency response function using the FPK equation. Journal of Physics: Conference Series, Vol. 181(1) RIS download Bibtex download
  • Mujica LE, Rodellar J, Vehí J, Worden K & Staszewski W (2009) Extended PCA visualisation of system damage features under environmental and operational variations. Proceedings of SPIE - The International Society for Optical Engineering, Vol. 7286 RIS download Bibtex download
  • Dobie G, Spencer A, Pierce SG, Galbraith W, Worden K & Hayward G (2009) Simulation and implementation of ultrasonic remote sensing agents for reconfigurable NDE scanning. AIP Conference Proceedings, Vol. 1096 (pp 990-997) RIS download Bibtex download
  • Stolze F, Staszewski WJ, Manson G & Worden K (2009) Fatigue crack detection in a multi-riveted strap joint aluminium panel. Proceedings of SPIE - The International Society for Optical Engineering, Vol. 7295 RIS download Bibtex download
  • Spencer A, Worden K & Pierce G (2009) A Method for Acoustic Emission Source Identification based on Optimisation. DAMAGE ASSESSMENT OF STRUCTURES VIII, Vol. 413-414 (pp 793-801) RIS download Bibtex download
  • Lishchuk SV, Akid R & Worden K (2008) Model-based prognosis for intergranular corrosion. Proceedings of the 4th European Workshop on Structural Health Monitoring (pp 340-348) RIS download Bibtex download
  • Chen Q & Worden K (2008) Properties of viscoelastic structures with time-dependent poisson's ratio. 7th European Conference on Structural Dynamics, EURODYN 2008 RIS download Bibtex download
  • Zhang J, Worden K & Staszewski WJ (2008) Sensor optimisation using an immune system metaphor. Conference Proceedings of the Society for Experimental Mechanics Series RIS download Bibtex download
  • Chetwynd D, Manson G & Worden K (2008) Uncertain models of bifurcating chaotic systems. Conference Proceedings of the Society for Experimental Mechanics Series RIS download Bibtex download
  • Papatheou E, Manson G & Worden K (2008) Training damage classifiers in the absence of damage data. Conference Proceedings of the Society for Experimental Mechanics Series RIS download Bibtex download
  • Deraemaeker A, De Roeck G, Reynders E, Worden K, Manson G, Kullaa J, Lämsä V & Ostachowicz W (2008) Smart sensing for structural health monitoring (S3HM). Proceedings of the World Forum on Smart Materials and Smart Structures Technology, SMSST'07 (pp 156) RIS download Bibtex download
  • Pullin R, Eaton MJ, Hensman JJ, Holford KM, Worden K & Evans SL (2008) A principal component analysis of acoustic emission signals from a landing gear component. Applied Mechanics and Materials, Vol. 13-14 (pp 41-47) RIS download Bibtex download
  • Spencer A, Worden K, Pierce G, Hensman J, Chetwynd D & Staszewski W (2008) Force characterisation of a laser impulse using differential evolution with a local interaction simulation algorithm. PROCEEDINGS OF ISMA 2008: INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING, VOLS. 1-8 (pp 3355-3368) RIS download Bibtex download
  • Becker W, Rowson J, Oakley J, Yoxall A, Manson G & Worden K (2008) Bayesian Sensitivity Analysis of a Large Nonlinear Model. PROCEEDINGS OF ISMA 2008: INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING, VOLS. 1-8 (pp 3723-3736) View this article in WRRO RIS download Bibtex download
  • Hickey D & Worden K (2008) Higher-Order Spectra (HOS) for Identification of Nonlinear Modal Coupling. PROCEEDINGS OF ISMA 2008: INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING, VOLS. 1-8 (pp 2345-2360) RIS download Bibtex download
  • Hensman J, Mills R, Pierce SG, Worden K & Eaton M (2008) Locating acoustic emission sources in complex structures using Gaussian processes. PROCEEDINGS OF ISMA 2008: INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING, VOLS. 1-8 (pp 3217-3230) RIS download Bibtex download
  • Papatheou E, Barthorpe R, Worden K & Manson G (2008) Fault induction using added masses for structural damage identification. PROCEEDINGS OF ISMA 2008: INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING, VOLS. 1-8 (pp 3333-3344) RIS download Bibtex download
  • Hensman J, Worden K & Mohd-Saleh S (2008) Feature Extraction from Acoustic Emission Waveforms using a Discrete Wavelet Transform. PROCEEDINGS OF THE FOURTH EUROPEAN WORKSHOP ON STRUCTURAL HEALTH MONITORING 2008 (pp 1152-1162) RIS download Bibtex download
  • Hensman J, Pullin R, Eaton M, Worden K, Holford KM & Evans S (2008) Detecting and identifying artificial acoustic emission signals in an industrial fatigue environment. ADVANCES IN EXPERIMENTAL MECHANICS VI, Vol. 13-14 (pp 251-260) RIS download Bibtex download
  • Deering S, Manson G, Worden K, Allen DW, Farrar CR & Lombardo JS (2008) Syndromic Surveillance as a Paradigm for SHM Data Fusion. PROCEEDINGS OF THE FOURTH EUROPEAN WORKSHOP ON STRUCTURAL HEALTH MONITORING 2008 (pp 998-1014) RIS download Bibtex download
  • Papatheou E, Manson G, Worden K & Barthorpe R (2008) The Use of Pseudo-Faults for SHM Feature Selection and Pattern Recognition. PROCEEDINGS OF THE FOURTH EUROPEAN WORKSHOP ON STRUCTURAL HEALTH MONITORING 2008 (pp 1104-1112) RIS download Bibtex download
  • Stolze F, Staszewski WJ, Manson G & Worden K (2008) Fatigue Crack Detection in Aircraft Riveted Panels using Frequency/Phase Analysis of Lamb Waves. PROCEEDINGS OF THE FOURTH EUROPEAN WORKSHOP ON STRUCTURAL HEALTH MONITORING 2008 (pp 766-775) RIS download Bibtex download
  • Barthorpe RJ, Worden K & Manson G (2008) An Investigation into the Necessary Model Fidelity for SHM Feature Selection. PROCEEDINGS OF THE FOURTH EUROPEAN WORKSHOP ON STRUCTURAL HEALTH MONITORING 2008 (pp 980-989) RIS download Bibtex download
  • Pullin R, Hensman JJ, Holford KM, Worden K & Evans SL (2007) A principal component analysis of acoustic emission signals from a landing gear component. Key Engineering Materials, Vol. 347 (pp 139-144) RIS download Bibtex download
  • Worden K, Manson G & Surace C (2007) Aspects of novelty detection. Damage Assessment of Structures VII, Vol. 347 (pp 3-16) RIS download Bibtex download
  • Chetwynd D, Worden K, Mustapha F & Rongong JA (2007) Damage detection using prior wavelet decompositions. Damage Assessment of Structures VII, Vol. 347 (pp 145-150) RIS download Bibtex download
  • Chetwynd D, Lew TL, Worden K & Rongong JA (2007) Damage detection in an aluminium plate with an active constrained layer damping treatment. Damage Assessment of Structures VII, Vol. 347 (pp 205-212) RIS download Bibtex download
  • Papatheou E, Manson G & Worden K (2007) Genetic optimisation of a damage locator II. Conference Proceedings of the Society for Experimental Mechanics Series RIS download Bibtex download
  • Chetwynd D, Mustapha F, Worden K, Rongong JA, Pierce SG & Barton J (2007) Damage location in a stiffened composite panel using Lamb waves and neural networks. Conference Proceedings of the Society for Experimental Mechanics Series RIS download Bibtex download
  • Manson G, Pierce SG, Worden K & Sims ND (2007) Optimisation of Neural Network Weights for Robustness to Data Uncertainty. IMAC-XXV Conference and Exposition on Structural Dynamics. Orlando, Florida RIS download Bibtex download
  • Rongong JA, Chia CM, Lew TL & Worden K (2007) Optimisation of passive and active constrained layer dampers for panel vibrations over broad frequency and temperature ranges. Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference, Vol. 5 (pp 4646-4655) RIS download Bibtex download
  • Surace C & Worden K (2006) A negative selection approach to novelty detection in a changing environment. Proceedings of the 3rd European Workshop - Structural Health Monitoring 2006 (pp 571-577) RIS download Bibtex download
  • Mujica LE, Vehí J, Staszewski W & Worden K (2006) Multivariate statistics process control for dimensionality reduction on structural health monitoring. Proceedings of the 3rd European Workshop - Structural Health Monitoring 2006 (pp 601-608) RIS download Bibtex download
  • Hickey D, Worden K, Platten MF, Wright JR & Cooper JE (2006) Bispectral analysis of a Wing-Pylon model in order to identify nonlinear coupling. Conference Proceedings of the Society for Experimental Mechanics Series RIS download Bibtex download
  • Manson G, Chetwynd D & Worden K (2006) Extending the prediction horizon of uncertain-weighted regression models. Proceedings of ISMA2006: International Conference on Noise and Vibration Engineering, Vols 1-8 (pp 1963-1974) RIS download Bibtex download
  • Chetwynd D, Mustapha F, Worden K & Rongong J (2006) Damage detection in plates using transducers mounted on viscoelastic damping layers. Proceedings of the Third European Workshop Structural Health Monitoring 2006 (pp 300-307) RIS download Bibtex download
  • Manson G & Worden K (2006) Feature selection for a neural network damage diagnostic using a genetic algorithm. Proceedings of the Third European Workshop Structural Health Monitoring 2006 (pp 683-690) RIS download Bibtex download
  • Hensman JJ, Cristodaro CV, Pierce SG & Worden K (2006) On the reproducibility of transducer coupling for acoustic emission testing. Acoustic Emission Testing, Vol. 13-14 (pp 117-123) RIS download Bibtex download
  • Hickey D, Haroon M, Adams DE & Worden K (2006) Investigating non-linear behaviour within a vehicle suspension system using time and frequency domain techniques. Modern Practice in Stress and Vibration Analysis VI, Proceedings, Vol. 5-6 (pp 285-294) RIS download Bibtex download
  • Chia CM, Rongong JA & Worden K (2006) Structural optimisation using a hybrid cellular automata (HCA) algorithm. Modern Practice in Stress and Vibration Analysis VI, Proceedings, Vol. 5-6 (pp 93-100) RIS download Bibtex download
  • Hickey D, Worden K, Wright JR & Cooper JE (2006) Force appropriation for nonlinear systems (FANS) using optimisation methods. Modern Practice in Stress and Vibration Analysis VI, Proceedings, Vol. 5-6 (pp 265-275) RIS download Bibtex download
  • Platten MF, Wright JR, Worden K, Cooper JE & Dimitriadis G (2005) Non-linear identification using a genetic algorithm approach for model selection. Conference Proceedings of the Society for Experimental Mechanics Series RIS download Bibtex download
  • Wong CX & Worden K (2005) Wavelet based analysis of nonlinear friction. Conference Proceedings of the Society for Experimental Mechanics Series RIS download Bibtex download
  • Chetwynd D, Worden K & Manson G (2005) On replacing a nonlinear system with an uncertain linear model: Part I - The time domain. Conference Proceedings of the Society for Experimental Mechanics Series RIS download Bibtex download
  • Chen Q, Worden K & Rongong J (2005) Characterisation of particle dampers using restoring force surface technique. STRUCTURAL DYNAMICS - EURODYN 2005, VOLS 1-3 (pp 1785-1790) RIS download Bibtex download
  • Lew TL, Spencer AB, Scarpa F, Worden K, Rutherford A & Hemez F (2005) Identification of response surface models using genetic programming. Proceedings of ISMA 2004: International Conference on Noise and Vibration Engineering, Vols 1-8 (pp 3287-3298) RIS download Bibtex download
  • Manson G, Pierce SG, Worden K & Chetwynd D (2005) Classification using linear models with uncertain weights. Structural Dynamics - EURODYN 2005, Vols 1-3 (pp 969-974) RIS download Bibtex download
  • Chetwynd D, Worden K & Manson G (2005) An application of interval-valued neural networks to a regression problem. Proceedings of ISMA 2004: International Conference on Noise and Vibration Engineering, Vols 1-8 (pp 2091-2100) RIS download Bibtex download
  • Wong CX, Tassini N, Patsias S & Worden K (2005) Identification of a beam with a distributed friction nonlinearity. Proceedings of ISMA 2004: International Conference on Noise and Vibration Engineering, Vols 1-8 (pp 2227-2237) RIS download Bibtex download
  • Pierce SG, Worden K, Manson G & Chetwynd D (2005) Uncertainty propagation through radial basis function networks. Part II: Classification networks. Structural Dynamics - EURODYN 2005, Vols 1-3 (pp 929-934) RIS download Bibtex download
  • Chetwynd D, Worden K, Manson G & Pierce SG (2005) Uncertainty propagation through radial basis function networks. Part I: Regression networks. Structural Dynamics - EURODYN 2005, Vols 1-3 (pp 923-928) RIS download Bibtex download
  • Manson G, Pierce SG, Worden K & Chetwynd D (2005) Classification using radial basis function networks with uncertain weights. DAMAGE ASSESSMENT OF STRUCTURES VI, Vol. 293-294 (pp 135-142) RIS download Bibtex download
  • Pierce SG, Worden K & Manson G (2005) Considerations for practical neural network application to a damage detection problem. DAMAGE ASSESSMENT OF STRUCTURES VI, Vol. 293-294 (pp 151-158) RIS download Bibtex download
  • Worden K, Spencer AB & Dulieu-Barton JM (2004) The effect of crack-tip interactions on the curve-fitting of isopachics. Advances in Experimental Mechanics, Vol. 1-2 (pp 121-126) RIS download Bibtex download
  • Ariffin MKAM, Sims ND & Worden K (2004) Genetic optimisation of machine tool paths. ADAPTIVE COMPUTING IN DESIGN AND MANUFACTURE VI (pp 125-135) RIS download Bibtex download
  • Dulieu-Barton JM, Brennen MJ, Holford KM & Worden K (2003) Key Engineering Materials: Preface. Key Engineering Materials, Vol. 245-246 RIS download Bibtex download
  • Manson G & Worden K (2003) Frequency response functions for uncertain nonlinear systems. MODERN PRACTICE IN STRESS AND VIBRATION ANALYSIS, Vol. 440-4 (pp 37-44) RIS download Bibtex download
  • Manson G, Lee BC, Thursby G, Worden K, Dong F & Culshaw B (2003) DAMASCOS damage location demonstrator for structural health monitoring. EUROPEAN WORKSHOP ON SMART STRUCTURES IN ENGINEERING AND TECHNOLOGY, Vol. 4763 (pp 141-148) RIS download Bibtex download
  • Dulieu-Barton JM & Worden K (2003) Identification of crack-tip parameters using thermoelastic isopachics and differential evolution. DAMAGE ASSESSMENT OF STRUCTURES, PROCEEDINGS, Vol. 245-2 (pp 77-85) RIS download Bibtex download
  • Sohn H, Worden K & Farrar CR (2002) Consideration of environmental and operational variability for damage diagnosis. Smart Structures and Materials 2002: Smart Systems for Bridges, Structures, and Highways RIS download Bibtex download
  • Allen DW, Sohn H, Worden K & Farrar CR (2002) Utilizing the sequential probability ratio test for building joint monitoring. Nondestructive Evaluation and Health Monitoring of Aerospace Materials and Civil Infrastructures RIS download Bibtex download
  • Sohn H, Worden K & Farrar CR (2002) Novelty detection using auto-associative neural network. American Society of Mechanical Engineers, Dynamic Systems and Control Division (Publication) DSC, Vol. 70 (pp 573-580) RIS download Bibtex download
  • Feijoo JAV, Worden K & Stanway R (2002) Identification of MDOF nonlinear systems using associated linear equations (ALEs) part 1: Obtaining the ALEs from a MDOF continuous nonlinear system. PROCEEDINGS OF ISMA 2002: INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING, VOLS 1-5 (pp 1213-1221) RIS download Bibtex download
  • Worden K, Molina FJ, Pascual R, Golinval JC, Maeck J & De Roeck G (2002) COST Action F3 on structural dynamics: benchmarks for structural health monitoring. PROCEEDINGS OF ISMA 2002: INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING, VOLS 1-5 (pp 337-346) RIS download Bibtex download
  • Lord TMJ & Worden K (2002) Uncertainty propagation through a simple nonlinear system. PROCEEDINGS OF ISMA 2002: INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING, VOLS 1-5 (pp 535-543) RIS download Bibtex download
  • Liu W, Tomlinson G & Worden K (2002) Nonlinearity study of particle dampers. PROCEEDINGS OF ISMA 2002: INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING, VOLS 1-5 (pp 495-499) RIS download Bibtex download
  • Worden K, Allen D, Sohn H & Farrar CR (2002) Damage detection in mechanical structures using extreme value statistics. SMART STRUCTURES AND MATERIALS 2002: MODELING, SIGNAL PROCESSING, AND CONTROL, Vol. 4693 (pp 289-299) RIS download Bibtex download
  • Sohn H, Worden K & Farrar CR (2001) Novelty detection under changing environmental conditions. Smart Structures and Materials 2001: Smart Systems for Bridges, Structures, and Highways RIS download Bibtex download
  • Sohn H, Worden K & Farrar CR (2001) Novelty detection using auto-associative neural network. ASME International Mechanical Engineering Congress and Exposition, Proceedings, Vol. 2 (pp 1525-1532) RIS download Bibtex download
  • Manson G, Remillat C & Worden K (2001) Damage localisation in a plate structure using novelty indices. NOISE AND VIBRATION ENGINEERING, VOLS 1 - 3, PROCEEDINGS (pp 201-207) RIS download Bibtex download
  • Manson G & Worden K (2001) Lamb-wave sensor optimisation using differential evolution. SMART STRUCTURES AND MATERIALS 2001: MODELING, SIGNAL PROCESSING, AND CONTROL IN SMART STRUCTURES, Vol. 4326 (pp 570-580) RIS download Bibtex download
  • Staszewski WJ & Worden K (2001) An overview of optimal sensor location methods for damage detection. SMART STRUCTURES AND MATERIALS 2001: MODELING, SIGNAL PROCESSING, AND CONTROL IN SMART STRUCTURES, Vol. 4326 (pp 179-187) RIS download Bibtex download
  • Worden K, Manson G & Allman DJ (2001) An experimental appraisal of the strain energy damage location method. DAMAGE ASSESSMENT OF STRUCTURES, Vol. 204-2 (pp 35-46) RIS download Bibtex download
  • Manson G, Pierce SG & Worden K (2001) On the long-term stability of normal condition for damage detection in a composite panel. DAMAGE ASSESSMENT OF STRUCTURES, Vol. 204-2 (pp 359-369) RIS download Bibtex download
  • Manson G & Worden K (2001) Sensor optimisation for a damage location problem. PROCEEDINGS OF IMAC-XIX: A CONFERENCE ON STRUCTURAL DYNAMICS, VOLS 1 AND 2, Vol. 4359 (pp 1226-1233) RIS download Bibtex download
  • Worden K, Cheung LY & Rongong JA (2001) Damage detection in an aircraft component model. PROCEEDINGS OF IMAC-XIX: A CONFERENCE ON STRUCTURAL DYNAMICS, VOLS 1 AND 2, Vol. 4359 (pp 1234-1241) RIS download Bibtex download
  • Manson G, Worden K & Allman DJ (2001) Experimental validation of a health monitoring method. PROCEEDINGS OF IMAC-XIX: A CONFERENCE ON STRUCTURAL DYNAMICS, VOLS 1 AND 2, Vol. 4359 (pp 221-230) RIS download Bibtex download
  • Manson G, Remillat C & Worden K (2000) Damage localisation in a plate structure using novelty indices. Proceedings of the 25th International Conference on Noise and Vibration Engineering, ISMA (pp 223-229) RIS download Bibtex download
  • Worden K & Manson G (2000) Spectral response of a nonlinear system. Proceedings of SPIE - The International Society for Optical Engineering, Vol. 4062 RIS download Bibtex download
  • Worden K (2000) Identification of SDOF nonlinear systems using kernel density estimation. Proceedings of SPIE - The International Society for Optical Engineering, Vol. 4062 RIS download Bibtex download
  • Pierce SG, Culshaw B, Manson G, Worden K & Staszewski WJ (2000) Application of ultrasonic Lamb wave techniques to the evaluation of advanced composite structures. Smart Structures and Materials 2000: Sensory Phenomena and Measurement Instrumentation for Smart Structures and Materials RIS download Bibtex download
  • Kazakoff AB & Worden K (2000) Nonlinear motions of a vibration separator system. STRUCTURAL DYNAMICS: RECENT ADVANCES, VOLS 1 & 2, PROCEEDINGS (pp 427-439) RIS download Bibtex download
  • Worden K, Manson G & Remillat C (2000) Damage localisation using novelty indices. STRUCTURAL DYNAMICS: RECENT ADVANCES, VOLS 1 & 2, PROCEEDINGS (pp 965-977) RIS download Bibtex download
  • Vazquez-Feijoo JA, Worden K & Stanway R (2000) On perturbation expansion and the Volterra series. STRUCTURAL DYNAMICS: RECENT ADVANCES, VOLS 1 & 2, PROCEEDINGS (pp 415-425) RIS download Bibtex download
  • Manson G, Pierce G, Worden K, Monnier T, Guy P & Atherton K (2000) Long-term stability of normal condition data for novelty detection. SMART STRUCTURES AND MATERIAL 2000: SMART STRUCTURES AND INTEGRATED SYSTEMS, Vol. 3985 (pp 323-334) RIS download Bibtex download
  • Worden K (2000) Identification of SDOF nonlinear systems using kernel density estimation. IMAC-XVIII: A CONFERENCE ON STRUCTURAL DYNAMICS, VOLS 1 AND 2, PROCEEDINGS, Vol. 4062 (pp 1685-1691) RIS download Bibtex download
  • Worden K & Manson G (2000) Spectral response of a nonlinear system. IMAC-XVIII: A CONFERENCE ON STRUCTURAL DYNAMICS, VOLS 1 AND 2, PROCEEDINGS, Vol. 4062 (pp 1710-1716) RIS download Bibtex download
  • Kyprianou A, Worden K & Panet M (1999) Experimental Identification of Hysteretic Systems Using the Differential Evolution Algorithm. Volume 7B: 17th Biennial Conference on Mechanical Vibration and Noise, 12 September 1999 - 16 September 1999. RIS download Bibtex download
  • Ruotolo R, Surace C & Worden K (1999) Application of two damage detection techniques to an offshore platform. Proceedings of the International Modal Analysis Conference - IMAC, Vol. 1 (pp 882-886) RIS download Bibtex download
  • Pierce SG, Culshaw B, Worden K & Staszewski WJ (1999) Lamb wave sensing for composite materials evaluation. Smart Structures and Materials 1999: Sensory Phenomena and Measurement Instrumentation for Smart Structures and Materials RIS download Bibtex download
  • Boller C, Biemans C, Staszewski WJ, Worden K & Tomlinson GR (1999) Structural damage monitoring based on an actuator-sensor system. Smart Structures and Materials 1999: Smart Structures and Integrated Systems RIS download Bibtex download
  • Kazakoff AB & Worden K (1999) Nonlinear motions of a model vibration separator system. INTEGRATING DYNAMICS, CONDITION MONITORING AND CONTROL FOR THE 21ST CENTURY - DYMAC 99 (pp 267-275) RIS download Bibtex download
  • Worden K, Manson G, Wardle R, Staszewski W & Allman D (1999) Experimental validation of two structural health monitoring methods. STRUCTURAL HEALTH MONTORING 2000 (pp 784-799) RIS download Bibtex download
  • Manson G, Worden K, Martin A & Tunnicliffe DL (1999) Visualisation and dimension reduction of acoustic emission data for damage detection. DAMAS 99: DAMAGE ASSESSMENT OF STRUCTURES, Vol. 167-1 (pp 64-75) RIS download Bibtex download
  • Staszewski WJ, Pierce SG, Worden K & Culshaw B (1999) Cross-wavelet analysis for Lamb wave damage detection in composite materials using optical fibres. DAMAS 99: DAMAGE ASSESSMENT OF STRUCTURES, Vol. 167-1 (pp 373-380) RIS download Bibtex download
  • Worden K & Manson G (1999) Visualisation and dimension reduction of high-dimensional data for damage detection. IMAC - PROCEEDINGS OF THE 17TH INTERNATIONAL MODAL ANALYSIS CONFERENCE, VOLS I AND II, Vol. 3727 (pp 1576-1585) RIS download Bibtex download
  • Kyprianou A, Worden K & Panet M (1999) Experimental identification of hysteretic systems using the differential evolution algorithm.. Proceedings of the ASME Design Engineering Technical Conference, Vol. 7B-1999 (pp 2171-2195) RIS download Bibtex download
  • Surace C & Worden K (1998) Using novelty detection to diagnose damage in structures with time-varying parameters. Proceedings of the International Conference on Damage and Fracture Mechanics (pp 287-296) RIS download Bibtex download
  • Surace C & Worden K (1998) Novelty detection method to diagnose damage in structures: an application to an offshore platform. Proceedings of the International Offshore and Polar Engineering Conference, Vol. 4 (pp 64-70) RIS download Bibtex download
  • Pierce SG, Shan Q, Culshaw B, Wolters C & Worden K (1998) Broadband Lamb wave measurements for materials characterization. Proceedings of SPIE - The International Society for Optical Engineering, Vol. 3330 (pp 92-102) RIS download Bibtex download
  • Kosheleva O, Cabrera SD, Osegueda RA, Ferregut CM, Nazarian S, George DL, George MJ, Kreinovich V & Worden K (1998) Case study of nonlinear inverse problems: Mammography and nondestructive evaluation. Proceedings of SPIE - The International Society for Optical Engineering, Vol. 3459 (pp 128-135) RIS download Bibtex download
  • Worden K (1998) Damage detection using multivariate statistics. Part II: Kernel density estimation. Proceedings of the 23rd International Conference on Noise and Vibration Engineering, ISMA (pp 197-205) RIS download Bibtex download
  • Worden K, Patsias S & Staszewski WJ (1998) Damage detection in machines using neural networks. Proceedings of the 23rd International Conference on Noise and Vibration Engineering, ISMA (pp 207-214) RIS download Bibtex download
  • Kyprianou A & Worden K (1998) Identification of hysteretic systems using the differential evolution algorithm. Proceedings of the 23rd International Conference on Noise and Vibration Engineering, ISMA (pp 557-568) RIS download Bibtex download
  • Worden K, Manson G, Fieller NRJ & Curtis S (1998) Damage detection using multivariate statistics. Part I: Outlier analysis. Proceedings of the 23rd International Conference on Noise and Vibration Engineering, ISMA (pp 189-195) RIS download Bibtex download
  • Maseras-Gutierrez MA, Staszewski WJ, Found MS & Worden K (1998) Detection of impacts in composite materials using piezoceramic sensors and neural networks. SMART STRUCTURES AND MATERIALS 1998: SMART STRUCTURES AND INTEGRATED SYSTEMS, PTS 1 AND 2, Vol. 3329 (pp 491-497) RIS download Bibtex download
  • Patsias S, Rongong JA & Worden K (1998) Detection of defects in a metal plate using Lamb waves and piezoelectric sensors. EXPERIMENTAL MECHANICS, VOLS 1 AND 2 (pp 767-772) RIS download Bibtex download
  • Worden K (1998) Random vibrations of a multidegree-of-freedom nonlinear system. IMAC - PROCEEDINGS OF THE 16TH INTERNATIONAL MODAL ANALYSIS CONFERENCE, VOLS 1 AND 2, Vol. 3243 (pp 711-717) RIS download Bibtex download
  • Surace C, Worden K & Tomlinson G (1997) Novelty detection approach to diagnose damage in a cracked beam. Proceedings of the International Modal Analysis Conference - IMAC, Vol. 1 (pp 947-953) RIS download Bibtex download
  • Chen Q, Manson G & Worden K (1997) Higher-order FRFs for multi-input nonlinear systems: A case study. NEW ADVANCES IN MODAL SYNTHESIS OF LARGE STRUCTURES (pp 549-561) RIS download Bibtex download
  • Atkins P & Worden K (1997) Identification of a multi-degree-of-freedom nonlinear system. PROCEEDINGS OF THE 15TH INTERNATIONAL MODAL ANALYSIS CONFERENCE - IMAC, VOLS I AND II, Vol. 3089 (pp 1023-1028) RIS download Bibtex download
  • Pierce SG, Staszewski WJ, Gachagan A, James IR, Philip WR, Worden K, Culshaw B, McNab A, Tomlinson GR & Hayward G (1997) Ultrasonic condition monitoring of composite structures using a low-profile acoustic source and an embedded optical fiber sensor. Smart Structures and Materials 1997: Smart Structures and Integrated Systems RIS download Bibtex download
  • Worden K & Manson G (1997) Random vibration analysis of a nonlinear system using the Volterra series. PROCEEDINGS OF THE 15TH INTERNATIONAL MODAL ANALYSIS CONFERENCE - IMAC, VOLS I AND II, Vol. 3089 (pp 1003-1011) RIS download Bibtex download
  • Worden K (1997) Damage detection using a novelty measure. PROCEEDINGS OF THE 15TH INTERNATIONAL MODAL ANALYSIS CONFERENCE - IMAC, VOLS I AND II, Vol. 3089 (pp 631-637) RIS download Bibtex download
  • Wardle R, Worden K & King NE (1997) Classification of nonlinearities using neural networks. PROCEEDINGS OF THE 15TH INTERNATIONAL MODAL ANALYSIS CONFERENCE - IMAC, VOLS I AND II, Vol. 3089 (pp 980-986) RIS download Bibtex download
  • Worden K, Staszewski WJ, Tomlinson GR, Pierce SG, Philp WR & Culshaw B (1997) Detection of faults in carbon fibre reinforced plates using Lamb wave based novelty detection. MODERN PRACTICE IN STRESS AND VIBRATION ANALYSIS (pp 45-50) RIS download Bibtex download
  • Chance JE, Worden K & Tomlinson GR (1996) Higher-order frequency response functions, for nonlinear systems from neural networks. PROCEEDINGS OF THE 14TH INTERNATIONAL MODAL ANALYSIS CONFERENCE, VOLS I & II, Vol. 2768 (pp 1027-1033) RIS download Bibtex download
  • WORDEN K, BURROWS AP & TOMLINSON GR (1995) A COMBINED NEURAL AND GENETIC APPROACH TO SENSOR PLACEMENT. PROCEEDINGS OF THE 13TH INTERNATIONAL MODAL ANALYSIS CONFERENCE, VOLS 1 AND 2, Vol. 2460 (pp 1727-1736) RIS download Bibtex download
  • CHANCE JE, WORDEN K & TOMLINSON GR (1994) PROCESSING SIGNALS FOR DAMAGE DETECTION IN STRUCTURES USING NEURAL NETWORKS. SMART SENSING, PROCESSING, AND INSTRUMENTATION, Vol. 2191 (pp 187-198) RIS download Bibtex download
  • WORDEN K, TOMLINSON GR & BURROWS AP (1994) FAULT DETECTION EMPLOYING TRANSDUCER OPTIMISATION PROCEDURES. SECOND EUROPEAN CONFERENCE ON SMART STRUCTURES AND MATERIALS, Vol. 2361 (pp 36-46) RIS download Bibtex download
  • CHANCE J, TOMLINSON GR & WORDEN K (1994) A SIMPLIFIED APPROACH TO THE NUMERICAL AND EXPERIMENTAL MODELING OF THE DYNAMICS OF A CRACKED BEAM. PROCEEDINGS OF THE 12TH INTERNATIONAL MODAL ANALYSIS CONFERENCE, VOLS 1 AND 2, Vol. 2251 (pp 778-785) RIS download Bibtex download
  • MANSON G, WORDEN K & TOMLINSON GR (1994) PSEUDO-FAULT INDUCTION AND HARMONIC SUPPRESSION IN ENGINEERING STRUCTURES. SMART SENSING, PROCESSING, AND INSTRUMENTATION, Vol. 2191 (pp 499-510) RIS download Bibtex download
  • KING NE & WORDEN K (1994) AN EXPANSION TECHNIQUE FOR CALCULATING HILBERT TRANSFORMS. STRUCTURAL DYNAMICS: RECENT ADVANCES - PROCEEDINGS OF THE 5TH INTERNATIONAL CONFERENCE, VOLS I AND II (pp 1056-1065) RIS download Bibtex download
  • COOPER JE, KING N & WORDEN K (1994) EXPERIMENTAL EVALUATION OF ADAPTIVE FORGETTING FACTORS FOR ON-LINE IDENTIFICATION. STRUCTURAL DYNAMICS: RECENT ADVANCES - PROCEEDINGS OF THE 5TH INTERNATIONAL CONFERENCE, VOLS I AND II (pp 563-572) RIS download Bibtex download
  • Worden K, Ball AD & Tomlinson GR (1993) Neural networks for fault location. Proceedings of SPIE - The International Society for Optical Engineering, Vol. 1923(pt 1) (pp 47-54) RIS download Bibtex download
  • Manson G, Worden K & Tomlinson GR (1993) Pseudo-fault induction in engineering structures. American Society of Mechanical Engineers, Aerospace Division (Publication) AD, Vol. 35 (pp 449-455) RIS download Bibtex download
  • STASZEWSKI WJ & WORDEN K (1993) CLASSIFICATION OF FAULTS IN SPUR GEARS. WCNN'93 - PORTLAND, WORLD CONGRESS ON NEURAL NETWORKS, VOL I (pp 169-173) RIS download Bibtex download
  • Worden K & Tomlinson GR (1991) Experimental study of a number of nonlinear SDOF systems using the restoring force surface method. Proceedings of the International Modal Analysis Conference - IMAC, Vol. 1 (pp 757-764) RIS download Bibtex download
  • Billings SA, Stansby PK, Worden K & Tomlinson GR (1991) Towards an improved wave force equation. 1st Int Offshore and Polar Eng Conf, Vol. 3 (pp 128-134). Edinburgh, UK, 11 August 1991 - 16 August 1991. RIS download Bibtex download
  • Hughes A, Bull L, Gardner P, Barthorpe R, Dervilis N & Worden K () A risk-based active learning approach to inspection scheduling. Proceedings of the 10th International Conference on Structural Health Monitoring of Intelligent Infrastructure View this article in WRRO RIS download Bibtex download
  • CHANDRASEKHAR K, STEVANOVIC N, CROSS EJ, DERVILIS N & WORDEN K () Gaussian Processes for Structural Health Monitoring of Wind Turbine Blades. Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018. View this article in WRRO RIS download Bibtex download
  • GIBBONS TJ, FUENTES R, MILLS R, CROSS EJ & WORDEN K () A Compressed Sensing Approach to Operational Modal Analysis Using Phase-Based Video Motion Magnification. Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018. RIS download Bibtex download
  • GOSLIGA J & WORDEN K () A General Representation for Assessing the Similarity of Structures. Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018. RIS download Bibtex download
  • GARDNER P & WORDEN K () On the Application of Domain Adaptation for Aiding Supervised SHM Methods. Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018. View this article in WRRO RIS download Bibtex download
  • HUGHES A, WORDEN K & BARTHORPE R () On an Application of Probabilistic Risk Assessment to Structural Health Monitoring. Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018. RIS download Bibtex download
  • WORDEN K, DERVILIS N & FARRAR C () Applying the Concept of Complexity to Structural Health Monitoring. Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018. RIS download Bibtex download
  • BULL LA, DERVILIS N & WORDEN K () Experimental Validation of the Population-Form to Represent Nominally-Identical Systems. Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018. RIS download Bibtex download
  • ROOKER T, STAMMERS J, WORDEN K, POTTS G, KERRIGAN K & DERVILIS N () Automated Fault Diagnosis with Calibrated Artefact Probing. Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018. RIS download Bibtex download
  • GONZAGA PH, DERVILIS N, WORDEN K, BARTHORPE R, STEVANOVIC N & BERNHAMMER LO () Structural Health Monitoring: A Review of Uncertainty Quantification Methods in Wind Turbine Systems. Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018. RIS download Bibtex download
  • BULL LA, WORDEN K & DERVILIS N () Damage Classification Using Labelled and Unlabelled Measurements. Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018. RIS download Bibtex download
  • JONES MR, ROGERS TJ, DERVILIS N, WORDEN K & CROSS EJ () Assessing the Likelihood of Damage at the Start of a Structural Health Monitoring Campaign. Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018. RIS download Bibtex download
  • ROGERS TJ, WORDEN K, MILLS RS & CROSS EJ () Output-only Identification of Loading and Modal Parameters in Dynamic Systems with Non-Gaussian Inputs. Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018. RIS download Bibtex download
  • HAYWOOD-ALEXANDER M, WORDEN K, BARTHORPE R, FUENTES R, ROGERS T & DERVILIS N () Health Monitoring of Composite Structures by Combining Ultrasonic Wave Data. Structural Health Monitoring 2019, 24 October 2018 - 26 October 2018. RIS download Bibtex download
  • RAHIM SA, MANSON G & WORDEN K () Principal Component Analysis and Artificial Neural Network Framework for Damage Detection Strategy under Varying Operational Loading Conditions. Structural Health Monitoring 2017, 12 September 2017 - 14 September 2017. RIS download Bibtex download
  • SHI H, WORDEN K & CROSS EJ () A Time Series Decomposition Method For Heteroskedastic Data In Structural Health Monitoring. Structural Health Monitoring 2017, 12 September 2017 - 14 September 2017. RIS download Bibtex download
  • FUENTES R, WORDEN K, ANTONIADOU I, MINEO C, PIERCE G & CROSS EJ () Compressive Sensing for Direct Time of Flight Estimation in Ultrasound-based NDT. Structural Health Monitoring 2017, 12 September 2017 - 14 September 2017. RIS download Bibtex download
  • ZHANG T, BARTHORPE R & WORDEN K () A Simplified Treed Gaussian Process Approach to the Modelling of Bridge Data for Structural Health Monitoring. Structural Health Monitoring 2017, 12 September 2017 - 14 September 2017. RIS download Bibtex download
  • FUENTES R, RAY N, ROGERS TIM, WORDEN K & CROSS EJ () Clustering-based Crack Growth Characterisation using Synchronised Vibration and Acoustic Emission Measurements. Structural Health Monitoring 2017, 12 September 2017 - 14 September 2017. RIS download Bibtex download
  • PAPATHEOU E, DERVILIS N, MAGUIRE E, CAMPOS C, ANTONIADOU I & WORDEN K () Extreme Function Theory for SHM: A Case Study for Wind Turbines. Structural Health Monitoring 2015 RIS download Bibtex download
  • TIBOACA D, BARTHORPE R, ANTONIADOU I & WORDEN K () Multiple Damage Identification Using the Reversible Jump Markov Chain Monte Carlo. Structural Health Monitoring 2015 RIS download Bibtex download
  • PAPATHEOU E, DERVILIS N, MAGUIRE E, ANTONIADOU I & WORDEN K () Towards a Population-based SHM: A Case Study on an Offshore Wind Farm. Structural Health Monitoring 2015 RIS download Bibtex download
  • Bull L, Rogers T, Dervilis N, Cross E & Worden K () A Gaussian Process Form for Population-Based Structural Health Monitoring. DAMAS 2019 View this article in WRRO RIS download Bibtex download
  • Ray N, Worden K, Villain-Chastre J-P, Cross E & Turner S () EACS 2016 paper - TOOL WEAR STATE CLUSTERING IN MILLING BASED ON RECORDED ACOUSTIC EMISSION RIS download Bibtex download
  • Worden K & Cross E () EACS 2016 paper - ON CORRELATION AND CAUSALITY IN STRUCTURAL DYNAMICS RIS download Bibtex download
  • CHANDRASEKHAR K, STEVANOVIC N, CORBETTA M, DERVILIS N & WORDEN K () On the Structural Health Monitoring of Operational Wind Turbine Blades. Structural Health Monitoring 2017, 12 September 2017 - 14 September 2017. View this article in WRRO RIS download Bibtex download
  • Green PL, Worden K, Atallah K & Sims ND () Performance of linear and nonlinear resonant frequency energy harvesters under uncertain loading conditions. PROCEEDINGS OF ISMA2010 - INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING INCLUDING USD2010 (pp 4775-4789). Leuven, BELGIUM, 20 September 2010 - 22 September 2010. RIS download Bibtex download
  • Green PL, Worden K, Atallah K & Sims ND () Performance of linear and nonlinear resonant frequency energy harvesters under uncertain loading conditions. International Conference on Noise and Vibration Engineering, September 2010. RIS download Bibtex download

Presentations

Preprints

  • Kamariotis A, Chatzi E, Straub D, Dervilis N, Goebel K, Hughes AJ, Lombaert G, Papadimitriou C, Papakonstantinou KG, Pozzi M , Todd M et al (2024) Monitoring-Supported Value Generation for Managing Structures and Infrastructure Systems. RIS download Bibtex download
  • Hughes AJ, Poole J, Dervilis N, Gardner P & Worden K (2023) Quantifying the value of information transfer in population-based SHM, arXiv. RIS download Bibtex download
  • Lin W, Worden K & Cross EJ (2023) Population-based wind farm monitoring based on a spatial autoregressive approach. RIS download Bibtex download
  • Clarkson DR, Bull LA, Dardeno TA, Wickramarachchi CT, Cross EJ, Rogers TJ, Worden K, Dervilis N & Hughes AJ (2023) Sharing Information Between Machine Tools to Improve Surface Finish Forecasting, arXiv. RIS download Bibtex download
  • Tsialiamanis G, Dervilis N, Wagg DJ & Worden K (2023) Towards a population-informed approach to the definition of data-driven models for structural dynamics, arXiv. RIS download Bibtex download
  • Hughes AJ, Poole J, Dervilis N, Gardner P & Worden K (2023) A decision framework for selecting information-transfer strategies in population-based SHM, arXiv. RIS download Bibtex download
  • Dardeno TA, Worden K, Dervilis N, Mills RS & Bull LA (2023) On the hierarchical Bayesian modelling of frequency response functions, arXiv. RIS download Bibtex download
  • Bee S, Bull L, Dervilis N & Worden K (2023) When is an SHM problem a Multi-Task-Learning problem?, arXiv. RIS download Bibtex download
  • Bee SC, Papatheou E, Haywood-Alexander M, Mills RS, Bull LA, Worden K & Dervilis N (2023) Better Together: Using Multi-task Learning to Improve Feature Selection within Structural Datasets, arXiv. RIS download Bibtex download
  • Tsialiamanis G, Dervilis N, Wagg DJ & Worden K (2023) A Meta-Learning Approach to Population-Based Modelling of Structures, arXiv. RIS download Bibtex download
  • Tsialiamanis G, Dervilis N, Wagg DJ & Worden K (2023) Towards a Population-Informed Approach to the Definition of Data-Driven Models for Structural Dynamics, Elsevier BV. RIS download Bibtex download
  • Gowdridge T, Dervilis N & Worden K (2022) On topological data analysis for structural dynamics: an introduction to persistent homology, arXiv. RIS download Bibtex download
  • Gowdridge T, Dervilis N & Worden K (2022) On the application of topological data analysis: a Z24 Bridge case study. RIS download Bibtex download
  • Gowdridge T, Dervilis N & Worden K (2022) On the application of the generating series for nonlinear systems with polynomial stiffness, arXiv. RIS download Bibtex download
  • Gowdridge T, Cross E, Dervilis N & Worden K (2022) A topological analysis of cointegrated data: a Z24 Bridge case study, arXiv. RIS download Bibtex download
  • Haywood-Alexander M, Dervilis N, Worden K, Mills RS, Ladpli P & Rogers TJ (2022) A Bayesian Method for Material Identification of Composite Plates via Dispersion Curves, arXiv. RIS download Bibtex download
  • Tsialiamanis G, Wagg D, Dervilis N & Worden K (2022) On an Application of Generative Adversarial Networks on Remaining Lifetime Estimation, arXiv. RIS download Bibtex download
  • Hughes AJ, Bull LA, Gardner P, Dervilis N & Worden K (2022) Mitigating sampling bias in risk-based active learning via an EM algorithm. RIS download Bibtex download
  • Hughes AJ, Gardner P, Bull LA, Dervilis N & Worden K (2022) Improving decision-making via risk-based active learning: Probabilistic discriminative classifiers. RIS download Bibtex download
  • Dardeno TA, Bull LA, Dervilis N & Worden K (2022) A generalised form for a homogeneous population of structures using an overlapping mixture of Gaussian processes. RIS download Bibtex download
  • Poole J, Gardner P, Dervilis N, Bull L & Worden K (2022) On statistic alignment for domain adaptation in structural health monitoring. RIS download Bibtex download
  • Haywood-Alexander M, Dervilis N, Worden K, Dobie G & Rogers TJ (2022) Informative Bayesian Tools for Damage Localisation by Decomposition of Lamb Wave Signals. RIS download Bibtex download
  • Lindley CA, Beamish S, Dwyer-Joyce R, Dervilis N & Worden K (2022) A Bayesian Approach for Shaft Centre Localisation in Journal Bearings, arXiv. RIS download Bibtex download
  • Dardeno TA, Bull LA, Mills RS, Dervilis N & Worden K (2022) Modelling variability in vibration-based PBSHM via a generalised population form, arXiv. RIS download Bibtex download
  • Tsialiamanis G, Wagg DJ, Dervilis N & Worden K (2022) On generative models as the basis for digital twins, arXiv. RIS download Bibtex download
  • Tsialiamanis G, Wagg DJ, Gardner PA, Dervilis N & Worden K (2022) On partitioning of an SHM problem and parallels with transfer learning. RIS download Bibtex download
  • Tsialiamanis G, Wagg DJ, Dervilis N & Worden K (2022) On generating parametrised structural data using conditional generative adversarial networks. RIS download Bibtex download
  • Tsialiamanis G, Mylonas C, Chatzi E, Wagg DJ, Dervilis N & Worden K (2022) On an application of graph neural networks in population based SHM. RIS download Bibtex download
  • Tsialiamanis G, Champneys MD, Dervilis N, Wagg DJ & Worden K (2022) On the application of generative adversarial networks for nonlinear modal analysis. RIS download Bibtex download
  • Hughes AJ, Bull LA, Gardner P, Dervilis N & Worden K (2022) On robust risk-based active-learning algorithms for enhanced decision support, arXiv. View this article in WRRO RIS download Bibtex download
  • Bull LA, Gardner PA, Rogers TJ, Dervilis N, Cross EJ, Papatheou E, Maguire AE, Campos C & Worden K (2021) Bayesian Modelling of Multivalued Power Curves from an Operational Wind Farm, arXiv. RIS download Bibtex download
  • Wang T, Wagg DJ, Worden K & Barthorpe RJ (2021) On sensor optimisation for structural health monitoring robust to environmental variations, Copernicus GmbH. RIS download Bibtex download
  • Hughes AJ, Bull LA, Gardner P, Barthorpe RJ, Dervilis N & Worden K (2021) On risk-based active learning for structural health monitoring, arXiv. RIS download Bibtex download
  • Tsialiamanis G, Mylonas C, Chatzi E, Dervilis N, Wagg DJ & Worden K (2021) Foundations of Population-Based SHM, Part IV: The Geometry of Spaces of Structures and their Feature Spaces, arXiv. RIS download Bibtex download
  • Bull LA, Gardner P, Rogers TJ, Cross EJ, Dervilis N & Worden K (2021) Probabilistic Inference for Structural Health Monitoring: New Modes of Learning from Data, arXiv. RIS download Bibtex download
  • Chandrasekhar K, Stevanovic N, Cross EJ, Dervilis N & Worden K (2021) Damage detection in operational wind turbine blades using a new approach based on machine learning, arXiv. RIS download Bibtex download
  • Haywood-Alexander M, Dervilis N, Worden K, Cross EJ, Mills RS & Rogers TJ (2021) Structured Machine Learning Tools for Modelling Characteristics of Guided Waves, arXiv. RIS download Bibtex download
  • Hughes AJ, Barthorpe RJ, Dervilis N, Farrar CR & Worden K (2021) A probabilistic risk-based decision framework for structural health monitoring, arXiv. RIS download Bibtex download
  • Mylonas C, Tsialiamanis G, Worden K & Chatzi EN (2020) Bayesian graph neural networks for strain-based crack localization, arXiv. RIS download Bibtex download
  • Haywood-Alexander M, Dervilis N, Worden K, Mills RS & Rogers TJ () A Bayesian Method for Material Identification of Composite Plates Via Dispersion Curves. RIS download Bibtex download
Grants
  • ARTIMA, funded by European Commission, 12/2004 - 11/2007; £291022 (50%)
  • "Characterisation of damage in Complex Structures by Acoustic Emission During Fatigue Testing", funded by EPSRC, 07/2005 - 06/2008; £78,492 (50%)
  • Smart Sensing for Structural Health Monitoring, funded by ESPRC, 11/2006 - 10/2009, £230,400
  • Uncertainty Propagation in Structures, Systems and Processes, funded by ESPRC, 11/2006 - 10/2011; £734193 (25%)
Teaching activities
  • MEC113 Solids, Liquids and Gases
  • MEC409 Signal Processing and Instrumentation
  • MEC415 Condition Monitoring