{"title":"Speed estimator for induction motor drives using an artificial neural network","authors":"A. Kulkarni, M. El-Sharkawi","doi":"10.1109/IEMDC.1997.604189","DOIUrl":null,"url":null,"abstract":"This paper describes the application of a three layered feedforward artificial neural network for estimating the speed of an induction motor based on delayed samples of stator currents and voltages. Good accuracy is obtained even at low speeds of operation. The technique is robust and independent of variations in rotor resistance.","PeriodicalId":176640,"journal":{"name":"1997 IEEE International Electric Machines and Drives Conference Record","volume":"28 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1997-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"1997 IEEE International Electric Machines and Drives Conference Record","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IEMDC.1997.604189","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4
Abstract
This paper describes the application of a three layered feedforward artificial neural network for estimating the speed of an induction motor based on delayed samples of stator currents and voltages. Good accuracy is obtained even at low speeds of operation. The technique is robust and independent of variations in rotor resistance.
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