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Passive Attack Detection for a Class of Stealthy Intermittent Integrity Attacks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 898-915
Authors:  Kangkang Zhang;  Christodoulos Keliris;  Thomas Parisini;  Bin Jiang;  Marios M. Polycarpou
Adobe PDF(2917Kb)  |  Favorite  |  View/Download：17/4  |  Submit date：2023/03/22
Backward-in-time equivalent quantity  fixed-point smoother  intermittent integrity attacks  
Fault Accommodation for a Class of Nonlinear Uncertain Systems With Event-Triggered Input 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 235-245
Authors:  Dong Zhao;  Marios M. Polycarpou
Adobe PDF(1564Kb)  |  Favorite  |  View/Download：91/12  |  Submit date：2021/11/03
Adaptive control  event-triggered control  fault accommodation  neural networks  nonlinear systems  
Optimal Elevator Group Control via Deep Asynchronous Actor-Critic Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 12, 页码: 5245-5256
Authors:  Wei, Qinglai;  Wang, Lingxiao;  Liu, Yu;  Polycarpou, Marios M.
Adobe PDF(4019Kb)  |  Favorite  |  View/Download：140/26  |  Submit date：2021/03/08
Elevators  Optimal control  Backpropagation  Machine learning  Neural networks  Learning (artificial intelligence)  Actor  –critic  adaptive dynamic programming  deep learning (DL)  elevator group control (EGC)  optimal control  reinforcement learning (RL)  
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
Authors:  Panayiotis M. Papadopoulos;  Vasso Reppa;  Marios M. Polycarpou;  Christos G. Panayiotou
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Building automation  fault diagnosis  fault location  smart homes