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Data-based Fault Tolerant Control for Affine Nonlinear Systems Through Particle Swarm Optimized Neural Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 954-964
作者:  Haowei Lin;  Bo Zhao;  Derong Liu;  Cesare Alippi
浏览  |  Adobe PDF(2135Kb)  |  收藏  |  浏览/下载：156/53  |  提交时间：2021/03/11
Adaptive dynamic programming (ADP)  critic neural network  data-based  fault tolerant control (FTC)  particle swarm optimization (PSO)  
Adaptive Linear Quadratic Regulator for Continuous-Time Systems with Uncertain Dynamics 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 833-841
作者:  Sumit Kumar Jha;  Shubhendu Bhasin
浏览  |  Adobe PDF(706Kb)  |  收藏  |  浏览/下载：135/42  |  提交时间：2021/03/11
Adaptive optimal control  continuous policy update  linear quadratic regulator  uncertain system  dynamics  
Swing Suppression and Accurate Positioning Control for Underactuated Offshore Crane Systems Suffering From Disturbances 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 892-900
作者:  Tong Yang;  Ning Sun;  He Chen;  Yongchun Fang
浏览  |  Adobe PDF(5488Kb)  |  收藏  |  浏览/下载：117/35  |  提交时间：2021/03/11
Boom/rope positioning  offshore cranes  swing elimination  underactuated systems  
Learning-Based Switched Reliable Control of Cyber-Physical Systems With Intermittent Communication Faults 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 711-724
作者:  Xin Huang;  Jiuxiang Dong
浏览  |  Adobe PDF(1958Kb)  |  收藏  |  浏览/下载：171/63  |  提交时间：2021/03/11
Adaptive dynamic programming (ADP)  communication fault  cyber-physical systems (CPSs)  data-driven control  reliable control  
Optimal Neuro-Control Strategy for Nonlinear Systems With Asymmetric Input Constraints 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 575-583
作者:  Xiong Yang;  Bo Zhao
浏览  |  Adobe PDF(1346Kb)  |  收藏  |  浏览/下载：134/43  |  提交时间：2021/03/11
Adaptive critic designs (ACDs)  asymmetric input constraint  critic neural network (CNN)  nonlinear systems  optimal control  reinforcement learning (RL)  
A New Robust Adaptive Neural Network Backstepping Control for Single Machine Infinite Power System With TCSC 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 1, 页码: 48-56
作者:  Yanhong Luo;  Shengnan Zhao;  Dongsheng Yang;  Huaguang Zhang
浏览  |  Adobe PDF(2450Kb)  |  收藏  |  浏览/下载：179/58  |  提交时间：2021/03/11
Backstepping control  radial basis function neural network (RBFNN)  robust adaptive control  thyristor controlled series compensation (TCSC)  uniform ultimate boundedness (UUB)  
Continuous-Time Time-Varying Policy Iteration 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 12, 页码: 4958-4971
作者:  Wei, Qinglai;  Liao, Zehua;  Yang, Zhanyu;  Li, Benkai;  Liu, Derong
Adobe PDF(3149Kb)  |  收藏  |  浏览/下载：271/50  |  提交时间：2021/03/02
Optimal control  Nonlinear systems  Time-varying systems  Mathematical model  Dynamic programming  Approximation algorithms  Iterative algorithms  Adaptive critic designs  adaptive dynamic programming (ADP)  neuro-dynamic programming  nonlinear systems  optimal control  policy iteration  
Discrete-Time Impulsive Adaptive Dynamic Programming 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 10, 页码: 4293-4306
作者:  Wei, Qinglai;  Song, Ruizhuo;  Liao, Zehua;  Li, Benkai;  Lewis, Frank L.
收藏  |  浏览/下载：263/0  |  提交时间：2021/01/07
Optimal control  Performance analysis  Nonlinear systems  Dynamic programming  Heuristic algorithms  Indexes  Adaptive critic designs  adaptive dynamic programming (ADP)  approximate dynamic programming  impulsive control  nonlinear systems  optimal control  
Neuro-optimal control for discrete stochastic processes via a novel policy iteration algorithm 期刊论文
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2020, 卷号: 50, 期号: 11, 页码: 3972-3985
作者:  Liang, Mingming;  Wang, Ding;  Liu, Derong
浏览  |  Adobe PDF(1604Kb)  |  收藏  |  浏览/下载：198/66  |  提交时间：2020/10/23
Adaptive critic designs  adaptive dynamic programming (ADP)  local policy iteration  neuro-dynamic programming  optimal control  stochastic processes  
Biologically inspired jumping robots: A comprehensive review. 期刊论文
Robotics and Autonomous System, 2020, 期号: 124, 页码: 19
作者:  Zou W(邹伟)
浏览  |  Adobe PDF(2041Kb)  |  收藏  |  浏览/下载：205/70  |  提交时间：2020/10/22
Jumping robots, Bionics, Autonomous robots, Mechanical structure, Actuator and energy storage, Material, Control and stability