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迭代学习模型预测控制研究现状与挑战 期刊论文
自动化学报, 2022, 卷号: 48, 期号: 6, 页码: 1385-1401
作者:  马乐乐;  刘向杰;  高福荣
Adobe PDF(1566Kb)  |  收藏  |  浏览/下载：23/11  |  提交时间：2024/05/20
迭代学习模型预测控制  二维预测模型  控制律迭代优化  复杂非线性系统  快速系统  变工况  
数据驱动的燃煤发电装备运行工况监控——现状与展望 期刊论文
自动化学报, 2022, 卷号: 48, 期号: 11, 页码: 2611-2633
作者:  赵春晖;  胡赟昀;  郑嘉乐;  陈军豪
Adobe PDF(5912Kb)  |  收藏  |  浏览/下载：23/11  |  提交时间：2024/05/20
燃煤发电装备  变负荷  非平稳  工况监控  机器学习  
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 483-513
作者:  Wei-Chien Wang;  Euijoon Ahn;  Dagan Feng;  Jinman Kim
Adobe PDF(2691Kb)  |  收藏  |  浏览/下载：63/19  |  提交时间：2024/04/23
Self-supervised learning (SSL), contrastive learning, deep learning, medical image analysis, computer vision  
UAV-Assisted Dynamic Avatar Task Migration for Vehicular Metaverse Services: A Multi-Agent Deep Reinforcement Learning Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 430-445
作者:  Jiawen Kang;  Junlong Chen;  Minrui Xu;  Zehui Xiong;  Yutao Jiao;  Luchao Han;  Dusit Niyato;  Yongju Tong;  Shengli Xie
Adobe PDF(6097Kb)  |  收藏  |  浏览/下载：93/21  |  提交时间：2024/01/23
Avatar  blockchain  metaverses  multi-agent deep reinforcement learning  transformer  UAVs  
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：128/43  |  提交时间：2023/09/07
Extreme learning machine algorithm with residual correction (RELM), metaheuristic optimization  oil-gas transportation  RIOHTrack  rutting depth  
Wearable Robots for Human Underwater Movement Ability Enhancement: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 6, 页码: 967-977
作者:  Haisheng Xia;  Muhammad Alamgeer Khan;  Zhijun Li;  MengChu Zhou
Adobe PDF(3922Kb)  |  收藏  |  浏览/下载：200/44  |  提交时间：2022/05/30
Cyborg intelligence  diving  exoskeleton  intention perception, modeling and control, swimming  underwater exoskeletons  underwater robots  wearable robots  
Designing an Intelligent Control Philosophy in Reservoirs of Water Transfer Networks in Supervisory Control and Data Acquisition System Stations 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 5, 页码: 694-717
作者:  Ali Dolatshahi Zand, Kaveh Khalili-Damghani, Sadigh Raissi
Adobe PDF(9772Kb)  |  收藏  |  浏览/下载：232/58  |  提交时间：2021/09/13
Water demand forecasting  water transfer network  supervisory control and data acquisition  water management, multi-core artificial neural network, fuzzy inference system  
Empirical Research on the Application of a Structure-Based Software Reliability Model 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 6, 页码: 1153-1162
作者:  Jie Zhang;  Yang Lu;  Ke Shi;  Chong Xu
Adobe PDF(1527Kb)  |  收藏  |  浏览/下载：156/51  |  提交时间：2021/06/11
Algebraic method  reliability evaluation  software metrics  software reliability  
Robust Optimization-Based Iterative Learning Control for Nonlinear Systems With Nonrepetitive Uncertainties 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1001-1014
作者:  Deyuan Meng;  Jingyao Zhang
Adobe PDF(1629Kb)  |  收藏  |  浏览/下载：179/56  |  提交时间：2021/04/09
Adaptive iterative learning control (ILC)  nonlinear time-varying system  robust convergence  substochastic matrix  
Scalable Distributed Sensor Fault Diagnosis for Smart Buildings 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 638-655
作者:  Panayiotis M. Papadopoulos;  Vasso Reppa;  Marios M. Polycarpou;  Christos G. Panayiotou
Adobe PDF(3218Kb)  |  收藏  |  浏览/下载：184/55  |  提交时间：2021/03/11
Building automation  fault diagnosis  fault location  smart homes