Investigation of accelerating numerical-field analysis methods for electric machines with the incorporation of graphic-processor based parallel processing techniques
{"title":"Investigation of accelerating numerical-field analysis methods for electric machines with the incorporation of graphic-processor based parallel processing techniques","authors":"A.J. Adzima, P. Krein, T. O'Connell","doi":"10.1109/ESTS.2009.4906494","DOIUrl":null,"url":null,"abstract":"This paper assesses the application of parallel methods to graphic processing units to solve electric-machine field-analysis problems. Current serial-solving techniques do not allow for real time simulation, and waiting for the computational capability to improve enough does not seem practical. The background of graphic-processing-unit based programming that incorporates parallel programming techniques is explored and shown to be an alternative approach for accelerating existing numerical-field analysis techniques. With the advent of C-based coding languages for graphic processing units, existing MATLAB routines can be transitioned to parallel methods by porting functions. Finally, the issues associated with utilizing these techniques are explored in a boundary-element based field-analysis problem.","PeriodicalId":446953,"journal":{"name":"2009 IEEE Electric Ship Technologies Symposium","volume":"27 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2009-04-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2009 IEEE Electric Ship Technologies Symposium","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ESTS.2009.4906494","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3
Abstract
This paper assesses the application of parallel methods to graphic processing units to solve electric-machine field-analysis problems. Current serial-solving techniques do not allow for real time simulation, and waiting for the computational capability to improve enough does not seem practical. The background of graphic-processing-unit based programming that incorporates parallel programming techniques is explored and shown to be an alternative approach for accelerating existing numerical-field analysis techniques. With the advent of C-based coding languages for graphic processing units, existing MATLAB routines can be transitioned to parallel methods by porting functions. Finally, the issues associated with utilizing these techniques are explored in a boundary-element based field-analysis problem.