神经网络速度观察者

2019 1st International Conference on Control Systems, Mathematical Modelling, Automation and Energy Efficiency (SUMMA) Pub Date : 2019-11-01 DOI:10.1109/SUMMA48161.2019.8947484

T. Sinyukova, Evgeny Sentsov, A. Sinyukov

{"title":"神经网络速度观察者","authors":"T. Sinyukova, Evgeny Sentsov, A. Sinyukov","doi":"10.1109/SUMMA48161.2019.8947484","DOIUrl":null,"url":null,"abstract":"The observed tendency to reduce the size of devices leads to the development and research of sensorless control systems. Implementation of vector sensorless control systems of electric drives is possible using different approaches. The paper considers the advantages of systems with neurocontrollers in comparison with nonadaptive observers.","PeriodicalId":163496,"journal":{"name":"2019 1st International Conference on Control Systems, Mathematical Modelling, Automation and Energy Efficiency (SUMMA)","volume":"63 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":"{\"title\":\"Neural Network Speed Observers\",\"authors\":\"T. Sinyukova, Evgeny Sentsov, A. Sinyukov\",\"doi\":\"10.1109/SUMMA48161.2019.8947484\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The observed tendency to reduce the size of devices leads to the development and research of sensorless control systems. Implementation of vector sensorless control systems of electric drives is possible using different approaches. The paper considers the advantages of systems with neurocontrollers in comparison with nonadaptive observers.\",\"PeriodicalId\":163496,\"journal\":{\"name\":\"2019 1st International Conference on Control Systems, Mathematical Modelling, Automation and Energy Efficiency (SUMMA)\",\"volume\":\"63 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"7\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 1st International Conference on Control Systems, Mathematical Modelling, Automation and Energy Efficiency (SUMMA)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SUMMA48161.2019.8947484\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 1st International Conference on Control Systems, Mathematical Modelling, Automation and Energy Efficiency (SUMMA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SUMMA48161.2019.8947484","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 7

摘要

观察到的减小设备尺寸的趋势导致了无传感器控制系统的发展和研究。实现矢量无传感器控制系统的电力驱动是可能使用不同的方法。本文考虑了带有神经控制器的系统相对于非自适应观测器的优越性。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

Neural Network Speed Observers

The observed tendency to reduce the size of devices leads to the development and research of sensorless control systems. Implementation of vector sensorless control systems of electric drives is possible using different approaches. The paper considers the advantages of systems with neurocontrollers in comparison with nonadaptive observers.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

2019 1st International Conference on Control Systems, Mathematical Modelling, Automation and Energy Efficiency (SUMMA)

自引率

0.00%

发文量