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Gait recognition under different clothing conditions via deterministic learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1530-1532
作者:  Muqing Deng;  Cong Wang
Adobe PDF(1595Kb)  |  收藏  |  浏览/下载：21/8  |  提交时间：2024/05/22
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：37/12  |  提交时间：2024/04/10
Adaptive neural control (ANC)  deterministic learning (DL)  neural network (NN)  robot manipulators  
Evolutionary Optimization Methods for High-Dimensional Expensive Problems: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1092-1105
作者:  MengChu Zhou;  Meiji Cui;  Dian Xu;  Shuwei Zhu;  Ziyan Zhao;  Abdullah Abusorrah
Adobe PDF(2100Kb)  |  收藏  |  浏览/下载：26/3  |  提交时间：2024/04/10
Evolutionary algorithm (EA)  high-dimensional expensive problems (HEPs)  industrial applications  surrogate-assisted optimization  
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：67/13  |  提交时间：2024/02/19
Adaptive control  input deadzone  model-free control  n-DOF upper-limb exoskeleton  neural network  
A Data-Driven Rutting Depth Short-Time Prediction Model With Metaheuristic Optimization for Asphalt Pavements Based on RIOHTrack 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 10, 页码: 1918-1932
作者:  Zhuoxuan Li;  Iakov Korovin;  Xinli Shi;  Sergey Gorbachev;  Nadezhda Gorbacheva;  Wei Huang;  Jinde Cao
Adobe PDF(3879Kb)  |  收藏  |  浏览/下载：102/32  |  提交时间：2023/09/07
Extreme learning machine algorithm with residual correction (RELM), metaheuristic optimization  oil-gas transportation  RIOHTrack  rutting depth  
Survey on AI and Machine Learning Techniques for Microgrid Energy Management Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1513-1529
作者:  Aditya Joshi;  Skieler Capezza;  Ahmad Alhaji;  Mo-Yuen Chow
Adobe PDF(4919Kb)  |  收藏  |  浏览/下载：174/78  |  提交时间：2023/06/14
Consensus  energy management system (EMS)  reinforcement learning  supervised learning  
Adaptive Fixed-Time Control of Nonlinear MASs With Actuator Faults 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1252-1262
作者:  Hongru Ren;  Hui Ma;  Hongyi Li;  Zhenyou Wang
Adobe PDF(2309Kb)  |  收藏  |  浏览/下载：79/27  |  提交时间：2023/04/26
Actuator faults  adaptive fixed-time control  multi-agent systems (MASs)  Nussbaum function  
Modeling and Adaptive Neural Network Control for a Soft Robotic Arm With Prescribed Motion Constraints 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 501-511
作者:  Yan Yang;  Jiangtao Han;  Zhijie Liu;  Zhijia Zhao;  Keum-Shik Hong
Adobe PDF(3896Kb)  |  收藏  |  浏览/下载：207/65  |  提交时间：2023/01/16
Adaptive control  cosserat theory  prescribed motion constraints  soft robotic arm  
Knowledge-Guided Data-Driven Model With Transfer Concept for Battery Calendar Ageing Trajectory Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 272-274
作者:  Kailong Liu;  Qiao Peng;  Remus Teodorescu;  Aoife M. Foley
Adobe PDF(3468Kb)  |  收藏  |  浏览/下载：157/48  |  提交时间：2023/01/03
A Bi-population Cooperative Optimization Algorithm Assisted by an Autoencoder for Medium-scale Expensive Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 11, 页码: 1952-1966
作者:  Meiji Cui;  Li Li;  MengChu Zhou;  Jiankai Li;  Abdullah Abusorrah;  Khaled Sedraoui
Adobe PDF(4431Kb)  |  收藏  |  浏览/下载：208/42  |  提交时间：2022/10/09
Autoencoder  dimension reduction  evolutionary algorithm  medium-scale expensive problems  teaching-learning-based optimization