{"title":"Application of Neural Networks in Electric Drive Systems of Pumping Units","authors":"A. Belov, M. Belov","doi":"10.1109/scm55405.2022.9794896","DOIUrl":null,"url":null,"abstract":"The aim of the work is to develop a mathematical model of the control system of the pump unit with a neurocontroller. In the process of work the research of separate circuits of the control system of the pump unit was carried out. As a result of the research the following was obtained: computer model of pump unit control system; structure of neural regulator. The effectiveness of the model lies in the possibility to conduct research of different modes of operation of pump units at different connection options.","PeriodicalId":162457,"journal":{"name":"2022 XXV International Conference on Soft Computing and Measurements (SCM)","volume":"141 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 XXV International Conference on Soft Computing and Measurements (SCM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/scm55405.2022.9794896","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
The aim of the work is to develop a mathematical model of the control system of the pump unit with a neurocontroller. In the process of work the research of separate circuits of the control system of the pump unit was carried out. As a result of the research the following was obtained: computer model of pump unit control system; structure of neural regulator. The effectiveness of the model lies in the possibility to conduct research of different modes of operation of pump units at different connection options.
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