{"title":"Jacobi load flow accelerator using FPGA","authors":"J. Foertsch, J. Johnson, P. Nagvajara","doi":"10.1109/NAPS.2005.1560554","DOIUrl":null,"url":null,"abstract":"Full-AC load flow is a crucial task in power system analysis. Solving full-AC load flow utilizes iterative numerical methods such as Jacobi, Gauss-Seidel or Newton-Raphson. Newton-Raphson is currently the preferred solver used in industrial applications such as power world and PSS/E due to it faster convergence than either Jacobi or Gauss-Seidel. In this paper, we reexamine the Jacobi method for use in a fully pipelined hardware implementation using a field programmable gate array (FPGA) as an alternative to Newton-Raphson. Using benchmark data from representative power systems, we compare the operation counts of Newton-Raphson software to the proposed Jacobi FPGA hardware. Our studies show that Jacobi method implemented in an FPGA for a sufficiently large power system has the potential to be a state of the art full-AC load flow engine.","PeriodicalId":101495,"journal":{"name":"Proceedings of the 37th Annual North American Power Symposium, 2005.","volume":"15 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2005-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"16","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 37th Annual North American Power Symposium, 2005.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/NAPS.2005.1560554","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 16
Abstract
Full-AC load flow is a crucial task in power system analysis. Solving full-AC load flow utilizes iterative numerical methods such as Jacobi, Gauss-Seidel or Newton-Raphson. Newton-Raphson is currently the preferred solver used in industrial applications such as power world and PSS/E due to it faster convergence than either Jacobi or Gauss-Seidel. In this paper, we reexamine the Jacobi method for use in a fully pipelined hardware implementation using a field programmable gate array (FPGA) as an alternative to Newton-Raphson. Using benchmark data from representative power systems, we compare the operation counts of Newton-Raphson software to the proposed Jacobi FPGA hardware. Our studies show that Jacobi method implemented in an FPGA for a sufficiently large power system has the potential to be a state of the art full-AC load flow engine.