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一种基于条件梯度的加速分布式在线学习算法 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 2, 页码: 386-402
Authors:  吴庆涛;  朱军龙;  葛泉波;  张明川
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条件梯度  分布式在线学习  悔界  收敛速率  
基于事件触发的直流微电网无差拍预测控制 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 3, 页码: 475-485
Authors:  王本斐;  张荣辉;  冯国栋;  ManandharUjjal;  郭戈
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微电网  光伏  混合储能系统  事件触发控制  无差拍预测控制  
Computational Experiments for Complex Social Systems: Integrated Design of Experiment System 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1175-1189
Authors:  Xiao Xue;  Xiangning Yu;  Deyu Zhou;  Xiao Wang;  Chongke Bi;  Shufang Wang;  Fei-Yue Wang
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Artificial society  computational experiments  model integration  operation engine  technology integration  
A Soft Sensor with Light and Efficient Multi-scale Feature Method for Multiple Sampling Rates in Industrial Processing 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 400-410
Authors:  Dezheng Wang
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Multi-scale, feature extractor, deep neural network (DNN), multirate sampled industrial processes, prediction  
Enhancing Multi-agent Coordination via Dual-channel Consensus 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 349-368
Authors:  Qingyang Zhang
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Multi-agent reinforcement learning, contrastive representation learning, consensus, multi-agent cooperation, cognitive consistency  
Finite-time Prescribed Performance Time-Varying Formation Control for Second-Order Multi-Agent Systems With Non-Strict Feedback Based on a Neural Network Observer 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 1039-1050
Authors:  Chi Ma;  Dianbiao Dong
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Finite-time control  multi-agent systems  neural network  prescribed performance control  time-varying formation control  
Path-Following Control With Obstacle Avoidance of Autonomous Surface Vehicles Subject to Actuator Faults 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 956-964
Authors:  Li-Ying Hao;  Gege Dong;  Tieshan Li;  Zhouhua Peng
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Actuator faults  autonomous surface vehicle (ASVs)  improved artificial potential function  nonlinear state observer  obstacle avoidance  
Adaptive Sensor-Fault Tolerant Control of Unmanned Underwater Vehicles With Input Saturation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 907-918
Authors:  Xuerao Wang;  Qingling Wang;  Yanxu Su;  Yuncheng Ouyang;  Changyin Sun
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Asymptotic stability  fault-tolerant control  input saturation  robust integral of the sign of error  unmanned underwater vehicle  
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
Authors:  M. Victoria Luzón;  Nuria Rodríguez-Barroso;  Alberto Argente-Garrido;  Daniel Jiménez-López;  Jose M. Moyano;  Javier Del Ser;  Weiping Ding;  Francisco Herrera
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Data privacy  distributed machine learning  federated learning  software frameworks  
Digital CEOs in Digital Enterprises: Automating, Augmenting, and Parallel in Metaverse/CPSS/TAOs 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 820-823
Authors:  Juanjuan Li;  Rui Qin;  Sangtian Guan;  Xiao Xue;  Peng Zhu;  Fei-Yue Wang
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