{"title":"虚拟电厂分布式经济调度的网络攻击检测方法","authors":"Tianfeng Chu, Zhenhong Yan, Xiangdong Gong, Fang Dong","doi":"10.1109/ICCSIE55183.2023.10175256","DOIUrl":null,"url":null,"abstract":"Virtual power plant (VPP) contains a large number of distributed generators (DG) and loads. Therefore, a distributed method based on multi-agent system is required for economic scheduling. This paper designs a fully distributed economic scheduling strategy, which does not require a centralized controller or leader. Distributed policies pose security risks. In this paper, instability attack and stealth attack are discussed respectively. Based on the characteristics of stealth attack, a method of attack detection and alarm by comparing the reference current signal is designed. In order to test the proposed scheduling strategy and detection method, a simulation model is built to test. The simulation results show that the proposed fully distributed economic scheduling strategy is effective. In addition, the FDIA attack detection algorithm can quickly and accurately detect stealth attacks.","PeriodicalId":391372,"journal":{"name":"2022 First International Conference on Cyber-Energy Systems and Intelligent Energy (ICCSIE)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Network Attack Detection Method for Distributed Economic Dispatch of Virtual Power Plants\",\"authors\":\"Tianfeng Chu, Zhenhong Yan, Xiangdong Gong, Fang Dong\",\"doi\":\"10.1109/ICCSIE55183.2023.10175256\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Virtual power plant (VPP) contains a large number of distributed generators (DG) and loads. Therefore, a distributed method based on multi-agent system is required for economic scheduling. This paper designs a fully distributed economic scheduling strategy, which does not require a centralized controller or leader. Distributed policies pose security risks. In this paper, instability attack and stealth attack are discussed respectively. Based on the characteristics of stealth attack, a method of attack detection and alarm by comparing the reference current signal is designed. In order to test the proposed scheduling strategy and detection method, a simulation model is built to test. The simulation results show that the proposed fully distributed economic scheduling strategy is effective. In addition, the FDIA attack detection algorithm can quickly and accurately detect stealth attacks.\",\"PeriodicalId\":391372,\"journal\":{\"name\":\"2022 First International Conference on Cyber-Energy Systems and Intelligent Energy (ICCSIE)\",\"volume\":\"25 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-01-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 First International Conference on Cyber-Energy Systems and Intelligent Energy (ICCSIE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICCSIE55183.2023.10175256\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 First International Conference on Cyber-Energy Systems and Intelligent Energy (ICCSIE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCSIE55183.2023.10175256","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Network Attack Detection Method for Distributed Economic Dispatch of Virtual Power Plants
Virtual power plant (VPP) contains a large number of distributed generators (DG) and loads. Therefore, a distributed method based on multi-agent system is required for economic scheduling. This paper designs a fully distributed economic scheduling strategy, which does not require a centralized controller or leader. Distributed policies pose security risks. In this paper, instability attack and stealth attack are discussed respectively. Based on the characteristics of stealth attack, a method of attack detection and alarm by comparing the reference current signal is designed. In order to test the proposed scheduling strategy and detection method, a simulation model is built to test. The simulation results show that the proposed fully distributed economic scheduling strategy is effective. In addition, the FDIA attack detection algorithm can quickly and accurately detect stealth attacks.