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Failure Identification Using Model-Implemented Fault Injection with Domain Knowledge-Guided Reinforcement Learning

发表于 2023-02-14 来源 Sensors DOI 10.3390/S23042166

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作者

Moradi Mehrdad Van Acker Bert Denil Joachim

单位

ICT-Department of Applied Engineering Faculty, University of Antwerp, Prinsstraat 13, 2000 Antwerp, Belgium;Flanders Make, Gaston Geenslaan 8, 3001 Heverlee, Be展开

ICT-Department of Applied Engineering Faculty, University of Antwerp, Prinsstraat 13, 2000 Antwerp, Belgium;Flanders Make, Gaston Geenslaan 8, 3001 Heverlee, Belgium

摘要

The safety assessment of cyber-physical systems (CPSs) requires tremendous effort, as the complexity of cyber-physical systems is increasing. A well-k 更多..

domain knowledge Fault identification Fault injection reinforcement learning safety assessment signal temporal logic

Fault identification scheme for UPFC compensated transmission line based on characteristic voltage active injection

发表于 2022-01-01 来源 International Journal of Electrical Power and Energy Systems DOI 10.1016/J.IJEPES.2021.107851

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作者

Zheng Tao Wang Yunpeng Lv Wenxuan Wang Zuowei Chen Yongxin Wu Tonghua Dai Wei

单位

State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Beijing, China;State Grid Hubei展开

State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Beijing, China;State Grid Hubei Electric Power Research Institute, Wuhan, Hubei, China;State Key Laboratory of Smart Grid Protection and Control, Nari Group Corporation, Nanjing, Jiangsu, China

摘要

When a fault occurs at Unified Power Flow Controller (UPFC) compensated transmission line, the traditional auto reclosing scheme cannot identify the f 更多..

Active injection Fault identification Transmission line UPFC