{"title":"A Method for power system state assessment and analysis based on PSO algorithm","authors":"Wei Zhou, Xinlei Cai, Jinzhou Zhu, Xu Lin, Xinglang Xie","doi":"10.1145/3579654.3579744","DOIUrl":null,"url":null,"abstract":"Aiming at the problem of large error in power system assessment results, this paper proposes a power system state assessment and analysis method based on PSO algorithm. Firstly, the existing assessment and analysis methods for power system state are analyzed, and then the state assessment and analysis model for regional power system is established to determine the corresponding assessment principles. Then, PSO algorithm is used to solve the optimal strategy of power system state assessment. Finally, the performance of the proposed method is verified and analyzed based on MATLAB software platform. The experimental results show that the assessment and analysis method for power system state can quickly determine the optimal strategy of power system state assessment, effectively improve the accuracy of power system state assessment, and help to maintain the safe and stable operation of power system.","PeriodicalId":146783,"journal":{"name":"Proceedings of the 2022 5th International Conference on Algorithms, Computing and Artificial Intelligence","volume":"295 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2022 5th International Conference on Algorithms, Computing and Artificial Intelligence","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3579654.3579744","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Aiming at the problem of large error in power system assessment results, this paper proposes a power system state assessment and analysis method based on PSO algorithm. Firstly, the existing assessment and analysis methods for power system state are analyzed, and then the state assessment and analysis model for regional power system is established to determine the corresponding assessment principles. Then, PSO algorithm is used to solve the optimal strategy of power system state assessment. Finally, the performance of the proposed method is verified and analyzed based on MATLAB software platform. The experimental results show that the assessment and analysis method for power system state can quickly determine the optimal strategy of power system state assessment, effectively improve the accuracy of power system state assessment, and help to maintain the safe and stable operation of power system.