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| Subspace Identification for Closed-Loop Systems With Unknown Deterministic Disturbances 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 12, 页码: 2248-2257
作者: Kuan Li; Hao Luo; Yuchen Jiang; Dejia Tang; Hongyan Yang
 Adobe PDF(1548Kb) |  收藏 | 浏览/下载：153/39 | 提交时间：2023/10/31
Bernstein polynomial closed-loop system subspace identification unknown deterministic disturbances |
| 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：202/87 | 提交时间：2023/06/14
Consensus energy management system (EMS) reinforcement learning supervised learning |
| 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：127/33 | 提交时间：2023/05/29
Data assimilation (DA) deep learning machine learning (ML) reduced-order-modelling uncertainty quantification (UQ) |
| Kernel-Based State-Space Kriging for Predictive Control 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1263-1275
作者: A. Daniel Carnerero; Daniel R. Ramirez; Daniel Limon; Teodoro Alamo
Adobe PDF(3997Kb) | 收藏 | 浏览/下载：147/42 | 提交时间：2023/04/26
Data-driven methods model identification Kernel methods predictive control |
| Resilient and Safe Platooning Control of Connected Automated Vehicles Against Intermittent Denial-of-Service Attacks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1234-1251
作者: Xiaohua Ge; Qing-Long Han; Qing Wu; Xian-Ming Zhang
Adobe PDF(4703Kb) | 收藏 | 浏览/下载：191/54 | 提交时间：2023/04/26
Connected automated vehicles (CAVs) cooperative adaptive cruise control denial-of-service (DoS) attacks resilient control vehicle platooning vehicle-to-vehicle communication |
| Maximum Correntropy Kalman Filtering for Non-Gaussian Systems With State Saturations and Stochastic Nonlinearities 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1223-1233
作者: Bo Shen; Xuelin Wang; Lei Zou
 Adobe PDF(1546Kb) | 收藏 | 浏览/下载：145/52 | 提交时间：2023/04/26
Fixed-point theorem maximum correntropy criterion non-Gaussian noises state saturations stochastic nonlinearities |
| Encrypted Finite-Horizon Energy-to-Peak State Estimation for Time-Varying Systems Under Eavesdropping Attacks: Tackling Secrecy Capacity 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 985-996
作者: Lei Zou; Zidong Wang; Bo Shen; Hongli Dong; Guoping Lu
Adobe PDF(2351Kb) | 收藏 | 浏览/下载：284/45 | 提交时间：2023/03/22
Artificial-noise-assisted technique eavesdropping encryption-decryption scheme energy-to-peak state estimation finite-horizon state estimation |
| Resilient Time-Varying Formation-Tracking of Multi-UAV Systems Against Composite Attacks: A Two-Layered Framework 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 969-984
作者: Xin Gong; Michael V. Basin; Zhiguang Feng; Tingwen Huang; Yukang Cui
Adobe PDF(9350Kb) | 收藏 | 浏览/下载：164/37 | 提交时间：2023/03/22
Composite attacks multi-UAV systems resilient control time-varying formation-tracking |
| 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：200/42 | 提交时间：2023/03/22
Feedback optimization Lyapunov optimization online convex optimization online optimization optimization-guided control |
| A Survey on the Control Lyapunov Function and Control Barrier Function for Nonlinear-Affine Control Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 584-602
作者: Boqian Li; Shiping Wen; Zheng Yan; Guanghui Wen; Tingwen Huang
Adobe PDF(2663Kb) | 收藏 | 浏览/下载：531/335 | 提交时间：2023/03/02
Control barrier function (CBF) control Lyapunov function (CLF) nonlinear-affine control systems |
