Satyam Tiwari, M. A. Ansari, Krishan Kumar, Sankalp Chaturvedi, Mukul Singh, Suresh Kumar
{"title":"Load Flow Analysis of IEEE 14 Bus System Using ANN Technique","authors":"Satyam Tiwari, M. A. Ansari, Krishan Kumar, Sankalp Chaturvedi, Mukul Singh, Suresh Kumar","doi":"10.1109/SEEMS.2018.8687353","DOIUrl":null,"url":null,"abstract":"Load flow studies are introduced to acquire voltage, active and reactive power and load angle at every bus of power system to dissect its steady state conditions. Distinctive artificial neural network are produced for estimation of bus voltages and other obscure parameters of the system. A feed-forward back propagation network with sundry learning algorithms are created to acquire bus parameters. The proposed method is authenticated through a MATLAB simulation.","PeriodicalId":248393,"journal":{"name":"2018 International Conference on Sustainable Energy, Electronics, and Computing Systems (SEEMS)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 International Conference on Sustainable Energy, Electronics, and Computing Systems (SEEMS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SEEMS.2018.8687353","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 9
Abstract
Load flow studies are introduced to acquire voltage, active and reactive power and load angle at every bus of power system to dissect its steady state conditions. Distinctive artificial neural network are produced for estimation of bus voltages and other obscure parameters of the system. A feed-forward back propagation network with sundry learning algorithms are created to acquire bus parameters. The proposed method is authenticated through a MATLAB simulation.