Dr Ifigeneia Antoniadou

MEng, PhD

Ifigeneia Antoniadou

Lecturer

Department of Mechanical Engineering
Sir Frederick Mappin Building
Mappin Street
Sheffield
S1 3JD
UK

Telephone: (0114) 222 7827

Email: i.antoniadou@sheffield.ac.uk


Profile

Ifigeneia Antoniadou is a lecturer in the Department of Mechanical Engineering at the University of Sheffield. Her first degree is in Electrical Engineering and Computer Engineering from the Aristotle University of Thessaloniki. After completing her PhD in Mechanical Engineering at the University of Sheffield, on the topic of structural health and condition monitoring of offshore wind turbines, she continued her work as a research associate at the same department with research focus on system identification as well as on applying systems engineering and information extraction tools for decision-based design of engineering models.

Research Interests

Ifigeneia's current research interests include:
• Structural health monitoring and condition monitoring: Use of advanced signal processing and machine learning approaches for the detection of damage in aerospace and offshore structures, rotating machinery (gearboxes, bearings etc.) and engines.
• Use of systems engineering and knowledge sharing tools from computer science for decision-based design of systems that help the verification and validation process of the modelling procedure.
• Data analysis.

Journal articles

Conference proceedings papers

  • Dervilis N, Cross EJ, Antoniadou I, Farrar CR & Worden K (2018) Aspects of computational intelligence in structural dynamics: Structural health monitoring. 2017 IEEE Symposium Series on Computational Intelligence, SSCI 2017 - Proceedings, Vol. 2018-January (pp 1-7) RIS download Bibtex download
  • Matthaiou I, Khandelwal B & Antoniadou (2017) Using Gaussian Processes to model combustion dynamics. ICSV24 Conference Proceedings 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
  • 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
  • Fuentes R, Worden K, Antoniadou I, Mineo C, Pierce SG & Cross EJ (2017) Compressive sensing for direct time of flight estimation in ultrasound-based NDT. 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 2196-2205) RIS download Bibtex download
  • Martinez I, Marshall M & Antoniadou I (2017) PZT sensors benchmarking and a wavelet transform approach for acoustic emission source location. 24th International Congress on Sound and Vibration, ICSV 2017 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
  • Dervilis N, Papatheou E, Antoniadou I, Cross EJ & Worden K (2016) On the usage of active learning for SHM. Proceedings of ISMA2016 View this article in WRRO RIS download Bibtex download
  • Matthaiou I, Khandelwal B & Antoniadou I (2016) Towards a condition monitoring scheme for combustion instability detection and fuel blends performance classification in gas turbine engines using pattern recognition and advanced machine learning. E-JOURNAL OF NON-DESTRUCTIVE TESTING View this article in WRRO RIS download Bibtex download
  • Matthaiou I, Khandelwal B & Antoniadou I (2016) Towards a condition monitoring scheme for thermoacoustic instability detection and fuel blend performance classification using machine learning. 8th European Workshop on Structural Health Monitoring, EWSHM 2016, Vol. 4 (pp 2679-2688) 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. Conference Proceedings of the Society for Experimental Mechanics Series, Vol. 3 (pp 23-36) RIS download Bibtex download
  • Worden K, Antoniadou I, Tiboaca OD, Manson G & Barthorpe RJ (2016) Linear and nonlinear system identification using evolutionary optimisation. Springer Proceedings in Mathematics and Statistics, Vol. 153 (pp 325-345) RIS download Bibtex download
  • Worden K, Cross EJ, Dervilis N, Papatheou E & Antoniadou I (2015) Structural health monitoring: From structures to systems-of-systems. IFAC-PapersOnLine, Vol. 28(21) (pp 1-17) RIS download Bibtex download
  • Tiboaca D, Barthorpe RJ, Antoniadou I & Worden K (2015) Multiple Damage Identification Using the Reversible Jump Markov Chain Monte Carlo. STRUCTURAL HEALTH MONITORING 2015: SYSTEM RELIABILITY FOR VERIFICATION AND IMPLEMENTATION, VOLS. 1 AND 2 (pp 2374-2382) RIS download Bibtex download
  • Papatheou E, Dervilis N, Maguire EA, Campos C, Antoniadou I & Worden K (2015) Extreme Function Theory for SHM: A Case Study for Wind Turbines. STRUCTURAL HEALTH MONITORING 2015: SYSTEM RELIABILITY FOR VERIFICATION AND IMPLEMENTATION, VOLS. 1 AND 2 (pp 2761-2768) 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. Conference Proceedings of the Society for Experimental Mechanics Series, Vol. 10 (pp 57-65) RIS download Bibtex download
  • Papatheou E, Dervilis N, Maguire EA, Antoniadou I & Worden K (2015) Towards a Population-based SHM: A case study on an offshore wind farm. Structural Health Monitoring 2015: System Reliability for Verification and Implementation - Proceedings of the 10th International Workshop on Structural Health Monitoring, IWSHM 2015, Vol. 2 (pp 465-472) 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
  • 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
  • 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
  • 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
  • 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
  • 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
  • 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, 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, 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
  • 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
  • Dervilis N, Worden , antoniadou , cross , Barthorpe , Alessio Datteo , Giorgio Busca & Alfredo Cigada () Experimental evaluation of environmental effects on a polymer-coated aluminium structure: a time-series analysis and pattern recognition approach. ISMA2016 View this article in WRRO RIS download Bibtex download