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Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1361-1387
作者:  Sibo Cheng;  César Quilodrán-Casas;  Said Ouala;  Alban Farchi;  Che Liu;  Pierre Tandeo;  Ronan Fablet;  Didier Lucor;  Bertrand Iooss;  Julien Brajard;  Dunhui Xiao;  Tijana Janjic;  Weiping Ding;  Yike Guo;  Alberto Carrassi;  Marc Bocquet;  Rossella Arcucci
Adobe PDF(17725Kb)  |  收藏  |  浏览/下载：133/37  |  提交时间：2023/05/29
Data assimilation (DA)  deep learning  machine learning (ML)  reduced-order-modelling  uncertainty quantification (UQ)  
UltraStar: A Lightweight Simulator of Ultra-Dense LEO Satellite Constellation Networking for 6G 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 632-645
作者:  Xiaoyu Liu;  Ting Ma;  Zhixuan Tang;  Xiaohan Qin;  Haibo Zhou;  Xuemin (Sherman) Shen
Adobe PDF(6265Kb)  |  收藏  |  浏览/下载：190/63  |  提交时间：2023/03/02
Discrete event simulation (DES)  mega-constellation  network dynamics  performance evaluation  simulation architecture design  
Development and Control of Underwater Gliding Robots: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 9, 页码: 1543-1560
作者:  Wang, Jian;  Wu, Zhengxing;  Dong, Huijie;  Tan, Min;  Yu Junzhi
Adobe PDF(183Kb)  |  收藏  |  浏览/下载：358/172  |  提交时间：2022/08/19
Buoyancy driven  motion control  oceanic applications  system development  underwater gliding robots  
Finite-Time Distributed Identification for Nonlinear Interconnected Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1188-1199
作者:  Farzaneh Tatari;  Hamidreza Modares;  Christos Panayiotou;  Marios Polycarpou
Adobe PDF(5507Kb)  |  收藏  |  浏览/下载：222/59  |  提交时间：2022/06/27
Distributed concurrent learning  finite-time identification  nonlinear interconnected systems  unknown dynamics  
Towards Long Lifetime Battery: AI-Based Manufacturing and Management 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1139-1165
作者:  Kailong Liu;  Zhongbao Wei;  Chenghui Zhang;  Yunlong Shang;  Remus Teodorescu;  Qing-Long Han
Adobe PDF(10020Kb)  |  收藏  |  浏览/下载：217/41  |  提交时间：2022/06/27
Artificial intelligence  battery health management  battery life diagnostic  battery manufacturing  smart battery  
Co-Simulation of an SRG Wind Turbine Control and GPRS/EGPRS Wireless Standards in Smart Grids 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 656-663
作者:  Andre Luiz de Oliveira;  Carlos Eduardo Capovilla;  Ivan Roberto Santana Casella;  José Luis Azcue-Puma;  Alfeu J. Sguarezi Filho
Adobe PDF(2181Kb)  |  收藏  |  浏览/下载：224/55  |  提交时间：2021/04/09
General packet radio service (GPRS)/enhanced GPRS (EGPRS)  smart grids  switched reluctance generator (SRG)  wind energy  wireless communications  
Theoretical and Experimental Investigation of Driver Noncooperative-Game Steering Control Behavior 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 189-205
作者:  Xiaoxiang Na;  David Cole
Adobe PDF(2862Kb)  |  收藏  |  浏览/下载：174/48  |  提交时间：2021/04/09
Driver  experiment  model identification  noncooperative game  steering control strategy  vehicle  
IoT-Enabled Autonomous System Collaboration for Disaster-Area Management 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1249-1262
作者:  Abenezer Girma;  Niloofar Bahadori;  Mrinmoy Sarkar;  Tadewos G. Tadewos;  Mohammad R. Behnia;  M. Nabil Mahmoud;  Ali Karimoddini;  Abdollah Homaifar
浏览  |  Adobe PDF(19796Kb)  |  收藏  |  浏览/下载：251/56  |  提交时间：2021/03/11
Architectural analysis and design language (AADL) and cloud computing  disaster area management  internet of things (IoT)  message queuing telemetry transport (MQTT)  unmanned aerial vehicle (UAV)  unmanned ground vehicle (UGV)  
Cyber-Physical-Social System in Intelligent Transportation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2015, 期号: 3, 页码: 320 - 333
作者:  Gang Xiong;  Fenghua Zhu;  Xiwei Liu;  Xisong Dong;  Wuling Huang;  Songhang Chen;  Zhao K(赵恺)
浏览  |  Adobe PDF(4004Kb)  |  收藏  |  浏览/下载：408/167  |  提交时间：2019/10/10
Cyber-physical-social System (Cpss)  Acp Approach  Intelligent Transportation System (Its)  Parallel Control And Management,  Internet Of Vehicles  Social Transportation Network