Dr Lingzhong Guo

Journal articles

• Lin Z, Dall’Ara E & Guo L (2024) A novel mean shape based post-processing method for enhancing deep learning lower-limb muscle segmentation accuracy. PLOS ONE, 19(10). View this article in WRRO
• Henson WH, Li X, Lin Z, Guo L, Mazzá C & Dall’Ara E (2024) Automatic segmentation of lower limb muscles from MR images of post-menopausal women based on deep learning and data augmentation. PLOS ONE, 19(4). View this article in WRRO
• Lin Z, Henson WH, Dowling L, Walsh J, Dall’Ara E & Guo L (2024) Automatic segmentation of skeletal muscles from MR images using modified U-Net and a novel data augmentation approach. Frontiers in Bioengineering and Biotechnology, 12. View this article in WRRO
• Wang X, Zhou J, Qin B & Guo L (2024) Coordinated Power Smoothing Control Strategy of Multi-Wind Turbines and Energy Storage Systems in Wind Farm Based on MADRL. IEEE Transactions on Sustainable Energy, 15(1), 368-380.
• Wang X, Zhang X, Qin B & Guo L (2023) Improved multi-objective grasshopper optimization algorithm and application in capacity configuration of urban rail hybrid energy storage systems. Journal of Energy Storage, 72, 108363-108363.
• Qin B, Huang X, Wang X & Guo L (2023) Ultra-short-term wind power prediction based on double decomposition and LSSVM. Transactions of the Institute of Measurement and Control.
• Wang X, Zhou J, Qin B & Guo L (2023) 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.
• Wang X, Luo Y, Qin B & Guo L (2022) Power allocation strategy for urban rail HESS based on deep reinforcement learning sequential decision optimization. IEEE Transactions on Transportation Electrification.
• Wang X, Luo Y, Qin B & Guo L (2022) Power dynamic allocation strategy for urban rail hybrid energy storage system based on iterative learning control. Energy, 245, 123263-123263.
• Zhang M, Zhao A, Guo C & Guo L (2021) A combined modelling and experimental study of heat shock factor SUMOylation in response to heat shock. Journal of Theoretical Biology, 530. View this article in WRRO
• Qiao F, Liu T, Sun H, Guo L & Chen Y (2021) Modelling and simulation of urban traffic systems: present and future. International Journal of Cybernetics and Cyber-Physical Systems, 1(1), 1-32.
• Ali A & Guo L (2020) Adaptive neuro-fuzzy approach for prediction of dewpoint pressure for gas condensate reservoirs. Petroleum Science and Technology, 38(9), 673-681.
• Benemerito I, Modenese L, Montefiori E, Mazzà C, Viceconti M, Lacroix D & Guo L (2020) 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, 234(5), 507-516. View this article in WRRO
• Guo L, Lu S & Zhao D (2020) Preface. International Journal of Simulation and Process Modelling, 15(3), 199-200.
• Sun H, Qiao F, Wang Z & Guo L (2020) 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
• Guo Y, Wang L, Li Y, Luo J, Wang K, Billings SA & Guo L (2019) Neural activity inspired asymmetric basis function TV-NARX model for the identification of time-varying dynamic systems. Neurocomputing, 357, 188-202. View this article in WRRO
• Guo Y, Wang L, Li Y, Guo L & Meng F (2019) 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
• Ali A & Guo L (2019) Neuro-Adaptive Learning Approach for Predicting Production Performance and Pressure Dynamics of Gas Condensation Reservoir. IFAC-PapersOnLine, 52(29), 122-127.
• Shahabpoor E, Pavic A, Brownjohn JMW, Billings SA, Guo L & Bocian M (2018) 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
• Guo Y, Guo L, Racic V, Wang S & Billings S (2018) 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
• Guo Y, Storm F, Zhao Y, Billings S, Pavic A, Mazzà C & Guo L-Z (2017) A New Proxy Measurement Algorithm with Application to the Estimation of Vertical Ground Reaction Forces Using Wearable Sensors. Sensors, 17(10), ---.
• Guo Y, Guo LZ, Billings SA & Wei H-L (2016) 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
• Guo Y, Guo LZ, Billings SA & Wei H-L (2016) Ultra-Orthogonal Forward Regression Algorithms for the Identification of Non-Linear Dynamic Systems. Neurocomputing, 173(3), 715-723. View this article in WRRO
• Guo Y, Guo LZ, Billings SA & Lang ZQ (2016) 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
• Guo Y, Guo LZ, Billings SA & Wei H-L (2015) An iterative orthogonal forward regression algorithm. International Journal of Systems Science, 46(5), 776-789. View this article in WRRO
• Guo LZ, Guo YZ, Billings SA & Coca D (2015) Approximate observability of infinite dimensional bilinear systems using a Volterra series expansion. Systems & Control Letters , 75, 20-26. View this article in WRRO
• Guo Y, Guo LZ, Billings SA & Wei HL (2015) 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), 1-7. View this article in WRRO
• Guo LZ, Guo YZ, Billings SA, Coca D & Lang ZQ (2014) Spatial frequency range analysis for the nonlinear Schrödinger equation. Nonlinear Dynamics.
• Guo L, Guo Y, Zhao Y, Billings SA, Coca D & Lang Z (2014) A spatial frequency domain analysis of the belousov-zhabotinsky reaction. International Journal of Bifurcation and Chaos, 24(3).
• Guo Y, Guo LZ, Billings SA, Coca D & Lang ZQ (2013) Volterra Series Approximation of a Class of Nonlinear Dynamical Systems Using the Adomian Decomposition Method. Nonlinear Dynamics, 1-13.
• Guo LZ, Guo YZ, Billings SA, Coca D & Lang ZQ (2013) The use of Volterra series in the analysis of the nonlinear Schrödinger equation. Nonlinear Dynamics, 1-13.
• Guo Y, Guo LZ, Billings SA, Coca D & Lang ZQ (2013) A parametric frequency response method for non-linear time-varying systems. International Journal of Systems Science.
• Guo LZ, Guo YZ, Billings SA, Coca D & Lang ZQ (2013) A Volterra series representation for a class of nonlinear infinite dimensional systems with periodic boundary conditions. Systems and Control Letters, 62(2), 115-123.
• Guo LZ, Guo YZ, Billings SA, Coca D & Lang ZQ (2012) A Volterra series approach to the frequency domain analysis of non-linear viscous Burgers' equation. NONLINEAR DYNAMICS, 70(3), 1753-1765.
• Guo Y, Guo LZ, Billings SA, Coca D & Lang ZQ (2012) Characterizing nonlinear spatio-temporal systems in the frequency domain. International Journal of Bifurcation and Chaos, 22(2).
• Guo LZ, Billings SA, Coca D & Balikhin M (2011) Bayesian identification of stochastic linear systems with observations at multiple scales. INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 42(8), 1363-1373.
• Peng ZK, Jackson MR, Guo LZ, Parkin RM & Meng G (2010) Effects of bearing clearance on the chatter stability of milling process. Nonlinear Analysis: Real World Applications, 11(5), 3577-3589.
• Peng ZK, Lang ZQ, Jing XJ, Billings SA, Tomlinson GR & Guo LZ (2010) The Transmissibility of Vibration Isolators With a Nonlinear Antisymmetric Damping Characteristic. J VIB ACOUST, 132(1).
• Wei HL, Billings SA, Zhao YF & Guo LZ (2010) An adaptive wavelet neural network for spatio-temporal system identification. Neural Networks.
• Guo LZ, Billings SA & Coca D (2010) Identification of partial differential equation models for a class of multiscale spatio-temporal dynamical systems. INT J CONTROL, 83(1), 40-48.
• Guo LZ, Billings SA & Coca D (2009) Identification of multiscale spatio-temporal dynamical systems using a wavelet multiresolution analysis. INT J SYST SCI, 40(11), 1115-1126.
• Guo LZ, Billings SA & Coca D (2009) Consistent recursive parameter estimation of partial differential equation models. INT J CONTROL, 82(10), 1946-1954.
• Wei HL, Billings SA, Zhao YF & Guo LZ (2009) Lattice Dynamical Wavelet Neural Networks Implemented Using Particle Swarm Optimization for Spatio-Temporal System Identification. IEEE T NEURAL NETWOR, 20(1), 181-185.
• Guo LZ, Billings SA & Zhu DQ (2008) An extended orthogonal forward regression algorithm for system identification using entropy. INT J CONTROL, 81(4), 690-699.
• Guo LZ & Billings SA (2008) Identification and analysis of spatio-temporal dynamical systems using wavelets. INT J SYST SCI, 39(3), 315-334.
• Guo LZ & Billings SA (2007) Identification of binary cellular automata from spatio-temporal binary patterns using a Fourier representation. INT J BIFURCAT CHAOS, 17(6), 1985-1996.
• Guo LZ & Billings SA (2007) State-space reconstruction and spatio-temporal prediction of lattice dynamical systems. IEEE T AUTOMAT CONTR, 52(4), 622-632.
• Guo L & Billings SA (2007) A modified orthogonal forward regression least-squares algorithm for system modelling from noisy regressors. INT J CONTROL, 80(3), 340-348.
• Guo LZ, Zhu QM & Warwick K (2007) 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.
• Guo LZ & Billings SA (2007) Detection of fatigue cracks in a beam using a spatio-temporal dynamical system identification method. J SOUND VIB, 299(1-2), 22-35.
• Guo LZ, Mei SS & Billings SA (2007) Neighbourhood detection and identification of spatio-temporal dynamical systems using a coarse-to-fine approach. INT J SYST SCI, 38(1), 1-15.
• Billings SA, Guo LZ & Wei HL (2006) Identification of coupled map lattice models for spatio-temporal patterns using wavelets. INT J SYST SCI, 37(14), 1021-1038.
• Guo LZ, Billings SA & Wei HL (2006) Estimation of spatial derivatives and identification cation of continuous spatio-temporal dynamical systems. INT J CONTROL, 79(9), 1118-1135.
• Guo LZ & Billings SA (2006) Identification of partial differential equation models for continuous spatio-temporal dynamical systems. IEEE T CIRCUITS-II, 53(8), 657-661.
• Guo LZ & Billings SA (2005) A comparison of polynomial and wavelet expansions for the identification of chaotic coupled map lattices. INT J BIFURCAT CHAOS, 15(9), 2927-2938.
• Mei SS, Billings SA & Guo LZ (2005) A neighborhood selection method for cellular automata models. INT J BIFURCAT CHAOS, 15(2), 383-393.
• Guo LZ & Billings SA (2004) Identification of coupled map lattice models of stochastic spatio-temporal dynamics using wavelets. DYNAM SYST, 19(3), 265-278.
• Zhu Q & Guo L (2004) Stable adaptive neurocontrol for nonlinear discrete-time systems. IEEE Transactions on Neural Networks, 15(3), 653-662.
• Guo LZ & Zhu QM (2002) A fast convergent extended Kalman observer for nonlinear discrete-time systems. International Journal of Systems Science, 33(13), 1051-1058.

Chapters

• Chen Y, Qiao F, Guo L & Liu T (2021) GAPSO-Based Traffic Signal Control in Isolated Intersection with Multiple Objectives, Advances in Intelligent Systems and Computing (pp. 263-275). Springer Singapore
• Liu T, Qiao F, Guo L & Chen Y (2021) Multi-objective Optimization of Traffic Signal Systems on Urban Arterial Roads, Advances in Intelligent Systems and Computing (pp. 277-286). Springer Singapore
• Guo Y, Guo LZ & Billings SA (2017) Volterra series and associated frequency domain representation of a class of bilinear partial differential equations, Nonlinear Systems: Design, Applications and Analysis (pp. 15-35).
• Zhu QM, Guo LZ & Ma Z (2006) Neural Network Enhanced Optimal Self-tuning Controller Design for Induction Motors, Global Optimization (pp. 529-546). Springer Nature

Conference proceedings papers

• Ali A, Diala U & Guo L (2022) Data-Driven Based Modelling of Pressure Dynamics in Multiphase Reservoir Model. 2022 UKACC 13th International Conference on Control (CONTROL) (pp 189-194), 20 April 2022 - 22 April 2022.
• Ali A & Guo L (2021) 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.
• Zhang M, Zhang Y, Zhao A, Guo C & Guo L (2020) Towards data-driven modelling of SUMOylation following heat shock. Proceedings of 2020 7th International Conference on Biomedical and Bioinformatics Engineering (pp 16-21). Kyoto, Japan, 6 November 2020 - 6 November 2020. View this article in WRRO
• Zhu Y, Green AC, Guo L, Evans HR & Mihaylova L (2020) Machine learning approaches for cancer bone segmentation from micro computed tomography images. Proceedings of 2020 IEEE 23rd International Conference on Information Fusion (FUSION) (pp 1-6). Rustenburg, South Africa, 6 July 2020 - 6 July 2020. View this article in WRRO
• Zhu Y, Green AC, Guo L, Evans HR & Mihaylova L (2020) Machine Learning Approaches for Cancer Bone Segmentation from Micro Computed Tomography Images. PROCEEDINGS OF 2020 23RD INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION 2020) (pp 1263-1268)
• Qiao F, Sun H, Guo L, Song H & Wang Z (2019) Multi-objective optimization coordination for urban arterial roadway based on operational-features. Advancements in Smart City and Intelligent Building, Vol. 890 (pp 321-332). Hefei, China, 15 September 2018 - 15 September 2018. View this article in WRRO
• Zeca I, Guo Y, Storm F, Mazza C & Guo L (2018) Estimation of Centre of Pressure from Wearable Intertial Sensors. 2018 UKACC 12th International Conference on Control (CONTROL), Vol. 17 (pp 450-455), 5 September 2018 - 7 September 2018.
• Zhu QM & Guo LZ (2002) 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)
• Guo L, Melhuish C & Zhu Q (2002) Towards neural adaptive hovering control of helicopters. IEEE Conference on Control Applications - Proceedings, Vol. 1 (pp 54-58)