Dr Ling-zhong Guo
Department of Automatic Control and Systems Engineering
Lecturer


l.guo@sheffield.ac.uk
+44 114 222 5631
+44 114 222 5631
Amy Johnson Building
Full contact details
Dr Ling-zhong Guo
Department of Automatic Control and Systems Engineering
Amy Johnson Building
Portobello Street
Sheffield
S1 3JD
Department of Automatic Control and Systems Engineering
Amy Johnson Building
Portobello Street
Sheffield
S1 3JD
- Research interests
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- Spatio-temporal/infinite dimensional system identification and analysis in the space and time domain and the frequency domain
- Multiscale modelling of biomedical systems
- Modelling and analysis of differentially expressed genes in biology
- Barrel cortex local field potential (LFP) modelling
- Publications
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Journal articles
- Coordinated control of wind turbine and hybrid energy storage system based on multi-agent deep reinforcement learning for wind power smoothing. Journal of Energy Storage, 57.
- Power allocation strategy for urban rail HESS based on deep reinforcement learning sequential decision optimization. IEEE Transactions on Transportation Electrification.
- Power dynamic allocation strategy for urban rail hybrid energy storage system based on iterative learning control. Energy, 245, 123263-123263.
- A combined modelling and experimental study of heat shock factor SUMOylation in response to heat shock. Journal of Theoretical Biology. View this article in WRRO
- Modelling and simulation of urban traffic systems: present and future. International Journal of Cybernetics and Cyber-Physical Systems, 1(1), 1-32.
- An extended discrete element method for the estimation of contact pressure at the ankle joint during stance phase. Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine. View this article in WRRO
- A two-level identification model for selecting the coordination strategy for the urban arterial road based on fuzzy logic. International Journal of Simulation and Process Modelling, 14(6), 478-487. View this article in WRRO
- The detection of freezing of gait in Parkinson's disease using asymmetric basis function TV-ARMA time-frequency spectral estimation method. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 27(10), 2077-2086. View this article in WRRO
- Neural Activity Inspired Asymmetric Basis Function TV-NARX Model for the Identification of Time-Varying Dynamic Systems. Neurocomputing. View this article in WRRO
- Neuro-Adaptive Learning Approach for Predicting Production Performance and Pressure Dynamics of Gas Condensation Reservoir. IFAC-PapersOnLine, 52(29), 122-127.
- Real-life Measurement of Tri-axial Walking Ground Reaction Forces using Optimal Network of Wearable Inertial Measurement Units. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 26(6), 1243-1253. View this article in WRRO
- Modelling the Nonlinear Oscillations Due to Vertical Bouncing Using a Multi-Scale Restoring Force System Identification Method. International Journal of Signal and Imaging Systems Engineering, 11(1). View this article in WRRO
- A New Proxy Measurement Algorithm with Application to the Estimation of Vertical Ground Reaction Forces Using Wearable Sensors. Sensors, 17(10). View this article in WRRO
- Identification of continuous-time models for nonlinear dynamic systems from discrete data. International Journal of Systems Science, 47(12), 3044-3054. View this article in WRRO
- Ultra-Orthogonal Forward Regression Algorithms for the Identification of Non-Linear Dynamic Systems. Neurocomputing, 173, 715-723. View this article in WRRO
- A New Efficient System Identification Method for Nonlinear Multiple Degree-of-Freedom Structural Dynamic Systems. Journal of Computational and Nonlinear Dynamics, 11(2). View this article in WRRO
- An iterative orthogonal forward regression algorithm. International Journal of Systems Science, 46(5), 776-789. View this article in WRRO
- Identification of nonlinear systems with non-persistent excitation using an iterative forward orthogonal least squares regression Algorithm. International Journal of Modelling, Identification and Control, 23(1), 1-1. View this article in WRRO
- Approximate observability of infinite dimensional bilinear systems using a Volterra series expansion. Systems & Control Letters, 75, 20-26. View this article in WRRO
- Spatial frequency range analysis for the nonlinear Schrödinger equation. Nonlinear Dynamics.
- A spatial frequency domain analysis of the belousov-zhabotinsky reaction. International Journal of Bifurcation and Chaos, 24(3).
- Volterra Series Approximation of a Class of Nonlinear Dynamical Systems Using the Adomian Decomposition Method. Nonlinear Dynamics, 1-13.
- A parametric frequency response method for non-linear time-varying systems. International Journal of Systems Science.
- The use of Volterra series in the analysis of the nonlinear Schrödinger equation. Nonlinear Dynamics, 1-13.
- A Volterra series representation for a class of nonlinear infinite dimensional systems with periodic boundary conditions. Systems and Control Letters, 62(2), 115-123.
- A Volterra series approach to the frequency domain analysis of non-linear viscous Burgers' equation. NONLINEAR DYNAMICS, 70(3), 1753-1765.
- Bayesian identification of stochastic linear systems with observations at multiple scales. INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 42(8), 1363-1373.
- The Transmissibility of Vibration Isolators With a Nonlinear Antisymmetric Damping Characteristic. J VIB ACOUST, 132(1). View this article in WRRO
- Effects of bearing clearance on the chatter stability of milling process. Nonlinear Analysis: Real World Applications, 11(5), 3577-3589. View this article in WRRO
- Identification of partial differential equation models for a class of multiscale spatio-temporal dynamical systems. INT J CONTROL, 83(1), 40-48. View this article in WRRO
- Identification of multiscale spatio-temporal dynamical systems using a wavelet multiresolution analysis. INT J SYST SCI, 40(11), 1115-1126.
- Consistent recursive parameter estimation of partial differential equation models. INT J CONTROL, 82(10), 1946-1954.
- Lattice Dynamical Wavelet Neural Networks Implemented Using Particle Swarm Optimization for Spatio-Temporal System Identification. IEEE T NEURAL NETWOR, 20(1), 181-185. View this article in WRRO
- An extended orthogonal forward regression algorithm for system identification using entropy. INT J CONTROL, 81(4), 690-699. View this article in WRRO
- Identification and analysis of spatio-temporal dynamical systems using wavelets. INT J SYST SCI, 39(3), 315-334.
- View this article in WRRO
- State-space reconstruction and spatio-temporal prediction of lattice dynamical systems. IEEE T AUTOMAT CONTR, 52(4), 622-632.
- A modified orthogonal forward regression least-squares algorithm for system modelling from noisy regressors. INT J CONTROL, 80(3), 340-348. View this article in WRRO
- Detection of fatigue cracks in a beam using a spatio-temporal dynamical system identification method. J SOUND VIB, 299(1-2), 22-35. View this article in WRRO
- Design of a minimum variance multiple input-multiple output neuro self-tuning proportional-integral-derivative controller for non-linear dynamic systems. Proceedings of the Institution of Mechanical Engineers. Part I: Journal of Systems and Control Engineering, 221(1), 75-88.
- Neighbourhood detection and identification of spatio-temporal dynamical systems using a coarse-to-fine approach. INT J SYST SCI, 38(1), 1-15. View this article in WRRO
- Identification of coupled map lattice models for spatio-temporal patterns using wavelets. INT J SYST SCI, 37(14), 1021-1038. View this article in WRRO
- Estimation of spatial derivatives and identification cation of continuous spatio-temporal dynamical systems. INT J CONTROL, 79(9), 1118-1135. View this article in WRRO
- Identification of partial differential equation models for continuous spatio-temporal dynamical systems. IEEE T CIRCUITS-II, 53(8), 657-661. View this article in WRRO
- View this article in WRRO
- Identification of coupled map lattice models of stochastic spatio-temporal dynamics using wavelets. DYNAM SYST, 19(3), 265-278.
- Stable adaptive neurocontrol for nonlinear discrete-time systems. IEEE Transactions on Neural Networks, 15(3), 653-662.
- A fast convergent extended Kalman observer for nonlinear discrete-time systems. International Journal of Systems Science, 33(13), 1051-1058.
- Ultra-short-term wind power prediction based on double decomposition and LSSVM. Transactions of the Institute of Measurement and Control, 014233122311532-014233122311532.
- Adaptive neuro-fuzzy approach for prediction of dewpoint pressure for gas condensate reservoirs. Petroleum Science and Technology, 1-9.
Chapters
- Multi-objective Optimization of Traffic Signal Systems on Urban Arterial Roads, Advances in Simulation and Process Modelling (pp. 277-286).
- GAPSO-Based Traffic Signal Control in Isolated Intersection with Multiple Objectives, Advances in Simulation and Process Modelling (pp. 263-275).
- Neural Network Enhanced Optimal Self-tuning Controller Design for Induction Motors, Global Optimization (pp. 529-546). Springer US
Conference proceedings papers
- Data-Driven Based Modelling of Pressure Dynamics in Multiphase Reservoir Model. 2022 UKACC 13th International Conference on Control (CONTROL), 20 April 2022 - 22 April 2022.
- Data-driven based investigation of pressure dynamics in underground hydrocarbon reservoirs. Energy Reports, Vol. 7(Supp_2) (pp 104-110). Virtual conference, 12 January 2021 - 13 January 2021.
- Towards Data-Driven Modelling of Sumoylation Following Heat Shock. 2020 7th International Conference on Biomedical and Bioinformatics Engineering
- Machine Learning Approaches for Cancer Bone Segmentation from Micro Computed Tomography Images. 2020 IEEE 23rd International Conference on Information Fusion (FUSION), 6 July 2020 - 9 July 2020. View this article in WRRO
- Multi-objective Optimization Coordination for Urban Arterial Roadway Based on Operational-Features. Advancements in Smart City and Intelligent Building, Vol. 890 (pp 321-332), 15 September 2018 - 16 September 2018. View this article in WRRO
- Estimation of Centre of Pressure from Wearable Intertial Sensors. 2018 UKACC 12th International Conference on Control (CONTROL), 5 September 2018 - 7 September 2018.
- A pole placement controller for non-linear dynamic plants. Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering, Vol. 216(6) (pp 467-476)
- Coordinated control of wind turbine and hybrid energy storage system based on multi-agent deep reinforcement learning for wind power smoothing. Journal of Energy Storage, 57.
- Grants
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- The 2014 EPSRC NCSML Awards: 'A study to the effect of external forces on the behaviour of differentially expressed genes by using a system identification method', 09/2014-08/2015
- White Rose Collaboration Fund 2014: ‘Reduced-order spatio-temporal dynamical modelling and simulation of periprosthetic bone remodelling for joint replacements’ 2015-2016