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International Journal of Control Volume 93, 2020 - Issue 7
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Articles

Observer-based multi-dimensional Taylor network decentralised adaptive tracking control of large-scale stochastic nonlinear systems

Yu-Qun HanKey Laboratory of Measurement and Control of Complex Systems of Engineering, Ministry of Education, and School of Automation, Southeast University, Nanjing, People's Republic of ChinaORCID Iconhttps://orcid.org/0000-0002-9055-2954View further author information
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Hong-Sen YanKey Laboratory of Measurement and Control of Complex Systems of Engineering, Ministry of Education, and School of Automation, Southeast University, Nanjing, People's Republic of ChinaCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0002-9305-5427View further author information
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Pages 1605-1618 | Received 03 Feb 2018, Accepted 05 Sep 2018, Published online: 20 Sep 2018

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Hong-Sen Yan, Guo-Biao Wang, Bo Zhou, Xiao-Qin Wan & Jiao-Jun Zhang. (2024) Data-Driven Forecasting of Nonlinear System with Herding via Multi-Dimensional Taylor Network. Cybernetics and Systems 55:4, pages 981-1004.
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Xiao-Yi Zheng. (2023) Adaptive tracking control for stochastic nonlinear state-constrained systems with input delay based on multi-dimensional Taylor network. International Journal of Control 0:0, pages 1-16.
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Yueheng Ding, Xinggang Yan, Zehui Mao, Bin Jiang & Sarah K. Spurgeon. (2023) Decentralised output tracking of interconnected systems with unknown interconnections using sliding mode control. International Journal of Systems Science 54:2, pages 283-294.
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Yu-Qun Han. (2021) Adaptive tracking control of a class of nonlinear systems with unknown dead-zone output: a multi-dimensional Taylor network (MTN)-based approach. International Journal of Control 94:11, pages 3161-3170.
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Yu-Qun Han, Shan-Liang Zhu, De-Yu Duan, Lei Chu, Peng-Cheng Xiong & Shu-Guo Yang. (2021) Observer-based adaptive neural tracking control for a class of stochastic nonlinear systems. International Journal of Control 94:5, pages 1344-1354.
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Yu-Qun Han. (2020) Adaptive output-feedback tracking control for a class of nonlinear systems with input saturation: a multi-dimensional Taylor network-based approach. International Journal of Systems Science 51:13, pages 2471-2482.
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Articles from other publishers (32)

Yu‐Qun Han & Jing‐Jing Sun. (2024) Adaptive finite‐time control for a class of stochastic nonlinear systems with input saturation constraints: A new approach based on multidimensional Taylor network. International Journal of Robust and Nonlinear Control 34:8, pages 5329-5345.
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Dong‐Mei Wang, Shan‐Liang Zhu, Li‐Ting Lu, Yu‐Qun Han, Wenwu Wang & Qing‐Hua Zhou. (2024) Event‐triggered adaptive tracking control for stochastic nonlinear systems under predetermined finite‐time performance. International Journal of Adaptive Control and Signal Processing.
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Ying Yan, Jun Cai, Yun Tang, Jiongrui Lv, Adrian David Cheok, Edmond Qi Wu, Qiming Sun & Liang Chen. (2024) A two-stage fault diagnosis strategy for air handling units via a backpropagation multidimensional Taylor network fitter and a novel statistical process control. Applied Thermal Engineering, pages 123245.
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Li‐Ting Lu, Yu‐Qun Han, Dong‐Mei Wang, Shan‐Liang Zhu & Qing‐Hua Zhou. (2024) Adaptive tracking control for a class of nonlinear systems with intermittent actuator faults under prescribe output tracking performance. Asian Journal of Control.
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Xiao‐Yi Zheng. (2023) Adaptive tracking control for a class of stochastic nonlinear systems with input delay using multidimensional Taylor network. Asian Journal of Control 25:6, pages 4968-4982.
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Ming-Xin Wang, Shan-Liang Zhu, Si-Min Liu, Yang Du & Yu-Qun Han. (2023) Design of Adaptive Finite-Time Fault-Tolerant Controller for Stochastic Nonlinear Systems With Multiple Faults. IEEE Transactions on Automation Science and Engineering 20:4, pages 2492-2502.
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Na Li, Yang Du, Dong‐Mei Wang, Shan‐Liang Zhu & Yu‐Qun Han. (2023) Adaptive decentralized prescribed performance control for a class of large‐scale stochastic nonlinear systems subject to input saturation and full state constraints. International Journal of Adaptive Control and Signal Processing 37:9, pages 2451-2471.
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Wen-Jing He, Shan-Liang Zhu, Na Li & Yu-Qun Han. (2023) Adaptive finite-time control for switched nonlinear systems subject to multiple objective constraints via multi-dimensional Taylor network approach. ISA Transactions 136, pages 323-333.
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Yueheng Ding, Xing‐Gang Yan, Zehui Mao, Sarah K. Spurgeon & Bin Jiang. (2022) System structure based decentralized sliding mode output tracking control for nonlinear interconnected systems. International Journal of Robust and Nonlinear Control 33:3, pages 1704-1719.
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Jun Cai, Yun Tang, Guolong Yang, Ying Yan & Xin Zhang. (2023) A Backpropagation Multidimensional Taylor Network Model for Measured 3-D Data Fitting. IEEE Transactions on Instrumentation and Measurement 72, pages 1-10.
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Ying Yan, Jun Cai, Yun Tang & Liang Chen. (2023) Fault diagnosis of HVAC AHUs based on a BP-MTN classifier. Building and Environment 227, pages 109779.
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Ming‐Xin Wang, Shan‐Liang Zhu & Yu‐Qun Han. (2022) Multi‐dimensional Taylor network‐based control for a class of nonlinear stochastic systems with full state time‐varying constraints and the finite‐time output constraint. Asian Journal of Control 24:6, pages 3311-3325.
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Yu‐Qun Han, Wen‐Jing He, Na Li & Shan‐Liang Zhu. (2022) Tracking control for large‐scale switched nonlinear systems subject to asymmetric input saturation and output hysteresis: A new adaptive network‐based approach. International Journal of Robust and Nonlinear Control 32:14, pages 8052-8072.
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An-Ming Kang & Hong-Sen Yan. (2022) Asymptotic Tracking and Dynamic Regulation of MIMO Nonaffine Nonlinear System With Actuator Saturation via Multidimensional Taylor Network Controller. IEEE Transactions on Systems, Man, and Cybernetics: Systems 52:8, pages 4937-4949.
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Na Li, Yu-Qun Han, Wen-Jing He & Shan-Liang Zhu. (2022) Control Design for Stochastic Nonlinear Systems with Full-state Constraints and Input Delay: A New Adaptive Approximation Method. International Journal of Control, Automation and Systems 20:8, pages 2768-2778.
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Shan-Liang Zhu & Yu-Qun Han. (2022) Adaptive decentralized prescribed performance control for a class of large-scale nonlinear systems subject to nonsymmetric input saturations. Neural Computing and Applications 34:13, pages 11123-11140.
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Yu‐Qun Han. (2021) Adaptive control of a class of stochastic nonlinear systems with full state constraints and input saturation using multi‐dimensional Taylor network. Asian Journal of Control 24:4, pages 1609-1621.
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Wei Su, Xudong Zhao, Ben Niu, Guangju Zhang & Huanqing Wang. (2022) Neural-networks-based adaptive asymptotic tracking control of MIMO stochastic non-strict-feedback nonlinear systems with full state constraints and unknown control gains. Neurocomputing 476, pages 137-150.
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Wen‐Jing He, Yu‐Qun Han, Na Li & Shan‐Liang Zhu. (2021) Novel adaptive controller design for a class of switched nonlinear systems subject to input delay using multi‐dimensional Taylor network. International Journal of Adaptive Control and Signal Processing 36:3, pages 607-624.
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Shan-Liang Zhu, Ming-Xin Wang & Yu-Qun Han. (2021) Adaptive finite-time control for stochastic nonlinear systems using multi-dimensional Taylor network. Transactions of the Institute of Measurement and Control 44:2, pages 457-467.
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Jiabao Gu, Hui Wang & Wuquan Li. (2022) Decentralized Tracking of Large-Scale Stochastic Nonlinear Systems via Output-Feedback. IEEE Access 10, pages 82346-82354.
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Yueheng Ding, Xing-Gang Yan, Zehui Mao, Bin Jiang & Sarah K. Spurgeon. (2021) Decentralized Sliding Mode Control for Output Tracking of Large-Scale Interconnected Systems. Decentralized Sliding Mode Control for Output Tracking of Large-Scale Interconnected Systems.
Yu-Qun Han, Wen-Jing He, Na Li & Shan-Liang Zhu. (2021) Adaptive Tracking Control of a Class of Nonlinear Systems with Input Delay and Dynamic Uncertainties Using Multi-dimensional Taylor Network. International Journal of Control, Automation and Systems 19:12, pages 4078-4089.
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Yu-Qun Han. (2021) Design of decentralized adaptive control approach for large-scale nonlinear systems subjected to input delays under prescribed performance. Nonlinear Dynamics 106:1, pages 565-582.
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Yujia Wang, Tong Wang, Xuebo Yang & Jiae Yang. (2021) Decentralized optimal tracking control for large‐scale nonlinear systems with tracking error constraints. International Journal of Adaptive Control and Signal Processing 35:7, pages 1388-1403.
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Yueheng Ding, Xinggang Yan, Zehui Mao & Sarah K. Spurgeon. (2021) Decentralised Sliding Mode Tracking Control for a Class of Nonlinear Interconnected Systems. Decentralised Sliding Mode Tracking Control for a Class of Nonlinear Interconnected Systems.
Yu‐Qun Han, Na Li, Wen‐Jing He & Shan‐Liang Zhu. (2021) Adaptive multi‐dimensional Taylor network funnel control of a class of nonlinear systems with asymmetric input saturation. International Journal of Adaptive Control and Signal Processing 35:5, pages 713-726.
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Lei Chu, Shuhua Zhang, Mingxin Wang, Shanliang Zhu & Yuqun Han. (2020) Observer-Based Adaptive Multi-dimensional Taylor Network Control for Nonlinear Systems with Time-Delay. Observer-Based Adaptive Multi-dimensional Taylor Network Control for Nonlinear Systems with Time-Delay.
Yu‐Qun Han. (2020) Adaptive tracking control for a class of stochastic non‐linear systems with input delay: a novel approach based on multi‐dimensional Taylor network. IET Control Theory & Applications 14:15, pages 2147-2153.
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Jiehua Feng, Dongya Zhao, Xing‐Gang Yan & Sarah K. Spurgeon. (2020) Decentralized sliding mode control for a class of nonlinear interconnected systems by static state feedback. International Journal of Robust and Nonlinear Control 30:6, pages 2152-2170.
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De-Yu Duan, Lei Chu & Yu-Qun Han. (2020) Multi-Dimensional Taylor Network-Based Adaptive Funnel Tracking Control of a Class of Nonlinear Systems With Prescribed Performance. IEEE Access 8, pages 132265-132272.
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Shanliang Zhu, Lei Chu, Mingxin Wang, Yuqun Han & Shuguo Yang. (2020) Multi-Dimensional Taylor Network-Based Adaptive Output-Feedback Tracking Control for a Class of Nonlinear Systems. IEEE Access 8, pages 77298-77307.
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