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Deterministic Learning-Based Neural PID Control for Nonlinear Robotic Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1227-1238
作者:  Qinchen Yang;  Fukai Zhang;  Cong Wang
Adobe PDF(4415Kb)  |  收藏  |  浏览/下载:66/24  |  提交时间:2024/04/10
Adaptive neural control (ANC)  deterministic learning (DL)  neural network (NN)  robot manipulators  
A Fractional-Order Ultra-Local Model-Based Adaptive Neural Network Sliding Mode Control of n-DOF Upper-Limb Exoskeleton With Input Deadzone 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 760-781
作者:  Dingxin He;  HaoPing Wang;  Yang Tian;  Yida Guo
Adobe PDF(9812Kb)  |  收藏  |  浏览/下载:94/21  |  提交时间:2024/02/19
Adaptive control  input deadzone  model-free control  n-DOF upper-limb exoskeleton  neural network  
Neural-Network-Based Adaptive Finite-Time Control for a Two-Degree-of-Freedom Helicopter System With an Event-Triggering Mechanism 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1754-1765
作者:  Zhijia Zhao;  Jian Zhang;  Shouyan Chen;  Wei He;  Keum-Shik Hong
Adobe PDF(10305Kb)  |  收藏  |  浏览/下载:137/34  |  提交时间:2023/07/20
Adaptive neural-network control  event-triggering mechanism (ETM)  finite time  two-degree-of-freedom helicopter  
Neural-Network-Based Control for Discrete-Time Nonlinear Systems with Input Saturation Under Stochastic Communication Protocol 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 766-778
作者:  Xueli Wang;  Derui Ding;  Hongli Dong;  Xian-Ming Zhang
Adobe PDF(1995Kb)  |  收藏  |  浏览/下载:227/52  |  提交时间:2021/04/09
Adaptive dynamic programming (ADP)  constrained inputs  neural network (NN)  stochastic communication protocols (SCPs)  suboptimal control  
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:183/63  |  提交时间:2021/03/11
Adaptive dynamic programming (ADP)  critic neural network  data-based  fault tolerant control (FTC)  particle swarm optimization (PSO)  
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:152/51  |  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:208/67  |  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)  
Sliding Mode Control for Flexible-link Manipulators Based on Adaptive Neural Networks 期刊论文
International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 2, 页码: 239-248
作者:  Hong-Jun Yang;  Min Tan
浏览  |  Adobe PDF(17104Kb)  |  收藏  |  浏览/下载:163/43  |  提交时间:2021/02/23
Sliding mode control  adaptive control  neural network  flexible manipulator  partial differential equation (PDE).  
An Efficient Adaptive Hierarchical Sliding Mode Control Strategy Using Neural Networks for 3D Overhead Cranes 期刊论文
International Journal of Automation and Computing, 2019, 卷号: 16, 期号: 5, 页码: 614-627
作者:  Viet-Anh Le;  Hai-Xuan Le;  Linh Nguyen;  Minh-Xuan Phan
浏览  |  Adobe PDF(1276Kb)  |  收藏  |  浏览/下载:158/76  |  提交时间:2021/02/22
3D overhead crane  adaptive control  hierarchical sliding mode control  neural network  radial basis function.