{"title":"基于人工神经网络的感应电机速度估计器","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":"{\"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}","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}
Speed estimator for induction motor drives using an artificial neural network
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.
求助内容：
应助结果提醒方式：
京公网安备 11010802042870号
