神经网络速度估计器的DSP实现

IECON '98. Proceedings of the 24th Annual Conference of the IEEE Industrial Electronics Society (Cat. No.98CH36200) Pub Date : 1998-08-31 DOI:10.1109/IECON.1998.724227

D. Sobczuk, P. Z. Grabowski

{"title":"神经网络速度估计器的DSP实现","authors":"D. Sobczuk, P. Z. Grabowski","doi":"10.1109/IECON.1998.724227","DOIUrl":null,"url":null,"abstract":"The paper presents the application of online trained neural networks (NN) working as speed estimators for the speed control of induction motors. Improvement of the basic scheme using small structure modification is shown. Also, a new method of speed estimation is described. The implementation of the both systems based on the TMS320C31 is presented. Experimental and simulation results are also shown.","PeriodicalId":377136,"journal":{"name":"IECON '98. Proceedings of the 24th Annual Conference of the IEEE Industrial Electronics Society (Cat. No.98CH36200)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1998-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"10","resultStr":"{\"title\":\"DSP implementation of neural network speed estimator for inverter fed induction motor\",\"authors\":\"D. Sobczuk, P. Z. Grabowski\",\"doi\":\"10.1109/IECON.1998.724227\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The paper presents the application of online trained neural networks (NN) working as speed estimators for the speed control of induction motors. Improvement of the basic scheme using small structure modification is shown. Also, a new method of speed estimation is described. The implementation of the both systems based on the TMS320C31 is presented. Experimental and simulation results are also shown.\",\"PeriodicalId\":377136,\"journal\":{\"name\":\"IECON '98. Proceedings of the 24th Annual Conference of the IEEE Industrial Electronics Society (Cat. No.98CH36200)\",\"volume\":\"16 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1998-08-31\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"10\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IECON '98. Proceedings of the 24th Annual Conference of the IEEE Industrial Electronics Society (Cat. No.98CH36200)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IECON.1998.724227\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IECON '98. Proceedings of the 24th Annual Conference of the IEEE Industrial Electronics Society (Cat. No.98CH36200)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IECON.1998.724227","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 10

摘要

本文介绍了在线训练神经网络作为速度估计器在异步电动机速度控制中的应用。对基本方案进行了小的结构修改。同时，提出了一种新的速度估计方法。给出了基于TMS320C31单片机的两个系统的实现。并给出了实验和仿真结果。

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

DSP implementation of neural network speed estimator for inverter fed induction motor

The paper presents the application of online trained neural networks (NN) working as speed estimators for the speed control of induction motors. Improvement of the basic scheme using small structure modification is shown. Also, a new method of speed estimation is described. The implementation of the both systems based on the TMS320C31 is presented. Experimental and simulation results are also shown.

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

IECON '98. Proceedings of the 24th Annual Conference of the IEEE Industrial Electronics Society (Cat. No.98CH36200)

自引率

0.00%

发文量