A New Approach of BLDC Motor Using Fuzzy Fractional Order PID

P. Edukondalu, Macharla Dileep Kumar, Punugoti Naga Chandu, Idupogula Salman Raju, S. Ashik, B. Chandra, B. Nagaraju, G. Murthy, Dr. Rajaselvan C, Dr. Jeyakumar K
{"title":"A New Approach of BLDC Motor Using Fuzzy Fractional Order PID","authors":"P. Edukondalu, Macharla Dileep Kumar, Punugoti Naga Chandu, Idupogula Salman Raju, S. Ashik, B. Chandra, B. Nagaraju, G. Murthy, Dr. Rajaselvan C, Dr. Jeyakumar K","doi":"10.55524/ijircst.2022.10.2.116","DOIUrl":null,"url":null,"abstract":"In order to manage the speed of brushless DC (BLDC) motors, this research presents a novel hybrid control method that simultaneously regulates the DC bus voltage of the inverter and the BLDC motor reference current. A fractional-order PID (FOPID) controller manages the BLDC motor reference current, and a fuzzy logic controller manages the inverter DC bus voltage. A modified harmony search (HS) metaheuristic technique is developed for adjusting the FOPID controller parameters. Three separate working scenarios—no load, varying load, and varying speed—are used to test the motor's capabilities. Run the proposed controller at a high speed to verify its efficacy. The suggested hybrid control method has also been put to the test. weighed against FOPID and fuzzy-based speed control techniques The outcomes demonstrate the effectiveness of the suggested control. approach enables more accurate speed control over a wide region.","PeriodicalId":218345,"journal":{"name":"International Journal of Innovative Research in Computer Science and Technology","volume":"44 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Innovative Research in Computer Science and Technology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.55524/ijircst.2022.10.2.116","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

In order to manage the speed of brushless DC (BLDC) motors, this research presents a novel hybrid control method that simultaneously regulates the DC bus voltage of the inverter and the BLDC motor reference current. A fractional-order PID (FOPID) controller manages the BLDC motor reference current, and a fuzzy logic controller manages the inverter DC bus voltage. A modified harmony search (HS) metaheuristic technique is developed for adjusting the FOPID controller parameters. Three separate working scenarios—no load, varying load, and varying speed—are used to test the motor's capabilities. Run the proposed controller at a high speed to verify its efficacy. The suggested hybrid control method has also been put to the test. weighed against FOPID and fuzzy-based speed control techniques The outcomes demonstrate the effectiveness of the suggested control. approach enables more accurate speed control over a wide region.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
基于模糊分数阶PID的无刷直流电动机控制新方法
为了实现无刷直流(BLDC)电机的转速控制,提出了一种同时调节逆变器直流母线电压和无刷直流电机参考电流的混合控制方法。分数阶PID (FOPID)控制器管理无刷直流电机参考电流,模糊逻辑控制器管理逆变器直流母线电压。提出了一种改进的和声搜索(HS)元启发式方法来调整FOPID控制器参数。三种不同的工作场景——无负载、变负载和变速——被用来测试电机的性能。高速运行所提出的控制器,验证其有效性。所提出的混合控制方法也进行了试验。对比FOPID和基于模糊的速度控制技术,结果证明了所提控制方法的有效性。这种方法可以在广泛的区域内实现更精确的速度控制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Comprehensive Review on Machine Learning Applications in Cloud Computing A Comparative Study of ChatGPT, Gemini, and Perplexity Exploring the Synergy of Web Usage Data and Content Mining for Personalized Effectiveness A Comparative Study of Cat Swarm Algorithm for Graph Coloring Problem: Convergence Analysis and Performance Evaluation A Comprehensive Review- Building A Secure Social Media Environment for Kids- Automated Content Filtering with Biometric Feedback
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1