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A Tutorial on Federated Learning from Theory to Practice: Foundations, Software Frameworks, Exemplary Use Cases, and Selected Trends 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 824-850
作者:  M. Victoria Luzón;  Nuria Rodríguez-Barroso;  Alberto Argente-Garrido;  Daniel Jiménez-López;  Jose M. Moyano;  Javier Del Ser;  Weiping Ding;  Francisco Herrera
Adobe PDF(4602Kb)  |  收藏  |  浏览/下载:17/4  |  提交时间:2024/03/18
Data privacy  distributed machine learning  federated learning  software frameworks  
A Dual Closed-Loop Digital Twin Construction Method for Optimizing the Copper Disc Casting Process 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 581-594
作者:  Zhaohui Jiang;  Chuan Xu;  Jinshi Liu;  Weichao Luo;  Zhiwen Chen;  Weihua Gui
Adobe PDF(16387Kb)  |  收藏  |  浏览/下载:25/2  |  提交时间:2024/02/19
Copper disc casting machine  digital twin (DT)  mechanism modeling  self-optimization  
A Torque Control Strategy for a Robotic Dolphin Platform Based on Angle of Attack Feedback 期刊论文
Biomimetics, 2023, 卷号: 8, 页码: 291
作者:  Tianzhu Wang;  Junzhi Yu;  Di Chen;  Yan Meng
Adobe PDF(1925Kb)  |  收藏  |  浏览/下载:126/48  |  提交时间:2023/09/21
robotic dolphin  torque control  angle of attack  motion improvement  
Coupled Dynamics and Integrated Control for Position and Attitude Motions of Spacecraft: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 12, 页码: 2187-2208
作者:  Feng Zhang;  Guangren Duan
Adobe PDF(1737Kb)  |  收藏  |  浏览/下载:98/32  |  提交时间:2023/10/31
Coupled position and attitude dynamic modeling  integrated position and attitude control  position and attitude coupling analysis  spacecraft  space missions  
Online Optimization in Power Systems With High Penetration of Renewable Generation: Advances and Prospects 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 839-858
作者:  Zhaojian Wang;  Wei Wei;  John Zhen Fu Pang;  Feng Liu;  Bo Yang;  Xinping Guan;  Shengwei Mei
Adobe PDF(2336Kb)  |  收藏  |  浏览/下载:151/26  |  提交时间:2023/03/22
Feedback optimization  Lyapunov optimization  online convex optimization  online optimization  optimization-guided control  
Distributed Nash Equilibrium Seeking for General Networked Games With Bounded Disturbances 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 376-387
作者:  Maojiao Ye;  Danhu Li;  Qing-Long Han;  Lei Ding
Adobe PDF(27414Kb)  |  收藏  |  浏览/下载:164/26  |  提交时间:2023/01/16
Distributed networks  disturbance rejection  Nash equilibrium  networked games  
Deep Domain-Adversarial Anomaly Detection With One-Class Transfer Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 524-546
作者:  Wentao Mao;  Gangsheng Wang;  Linlin Kou;  Xihui Liang
Adobe PDF(25706Kb)  |  收藏  |  浏览/下载:595/40  |  提交时间:2023/01/16
Anomaly detection  domain adaptation  domain-adversarial training  one-class classification  transfer learning  
Remaining Useful Life Prediction With Partial Sensor Malfunctions Using Deep Adversarial Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 121-134
作者:  Xiang Li;  Yixiao Xu;  Naipeng Li;  Bin Yang;  Yaguo Lei
Adobe PDF(2608Kb)  |  收藏  |  浏览/下载:163/46  |  提交时间:2023/01/03
Adversarial training  data fusion  deep learning  remaining useful life (RUL) prediction  sensor malfunction  
Complex-Valued Neural Networks: A Comprehensive Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1406-1426
作者:  ChiYan Lee;  Hideyuki Hasegawa;  Shangce Gao
Adobe PDF(1612Kb)  |  收藏  |  浏览/下载:179/38  |  提交时间:2022/08/01
Complex activation function  complex backpropagation algorithm  complex-valued learning algorithm  complex-valued neural network  deep learning  
Maximizing Convergence Speed for Second Order Consensus in Leaderless Multi-Agent Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 259-269
作者:  Gianvito Difilippo;  Maria Pia Fanti;  Agostino Marcello Mangini
Adobe PDF(1663Kb)  |  收藏  |  浏览/下载:184/37  |  提交时间:2021/11/03
Consensus protocols  directed spanning tree  multi-agent systems  networked systems  second-order consensus