Pavel Gubin, V. Oboskalov, A. Mahņitko, Aleksandrs Gavrilovs
{"title":"An Investigation into the Effectiveness of the Differential Evolution Method for Optimal Generating Units Maintenance by EENS Criteria","authors":"Pavel Gubin, V. Oboskalov, A. Mahņitko, Aleksandrs Gavrilovs","doi":"10.1109/RTUCON51174.2020.9316580","DOIUrl":null,"url":null,"abstract":"There are a number of ways to solve generating equipment maintenance problem by appliance of deterministic methods as well as heuristic ones. A differential evolution method as a heuristic one seems to be perspective tool for this task. The research demonstrates opportunity to apply differential evolution method to generating equipment maintenance planning problem basing on comparison between the method and directed search ones as well as analysis results of dependence of planning results on evolution method parameters.","PeriodicalId":332414,"journal":{"name":"2020 IEEE 61th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON)","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2020-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 IEEE 61th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/RTUCON51174.2020.9316580","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
There are a number of ways to solve generating equipment maintenance problem by appliance of deterministic methods as well as heuristic ones. A differential evolution method as a heuristic one seems to be perspective tool for this task. The research demonstrates opportunity to apply differential evolution method to generating equipment maintenance planning problem basing on comparison between the method and directed search ones as well as analysis results of dependence of planning results on evolution method parameters.