Brain Emotional Learning Based Intelligent Controller Design for DC Motor Speed Control

Jaewook Chung, Hyunseok Kim
{"title":"Brain Emotional Learning Based Intelligent Controller Design for DC Motor Speed Control","authors":"Jaewook Chung, Hyunseok Kim","doi":"10.1109/IWOBI47054.2019.9114498","DOIUrl":null,"url":null,"abstract":"This paper proposes a modified BELBIC (Brain Emotional Learning Based Intelligent Controller) which modulates learning rates proportional to the magnitude of feedback error for DC motor speed control. To show the effectiveness of it, simulation results of DC motor speed control using the proposed method are compared to simulation results by PID and BELBIC. The effectiveness and robustness of the proposed controller for DC motor speed control is shown through the simulation.","PeriodicalId":427695,"journal":{"name":"2019 IEEE International Work Conference on Bioinspired Intelligence (IWOBI)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 IEEE International Work Conference on Bioinspired Intelligence (IWOBI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IWOBI47054.2019.9114498","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

This paper proposes a modified BELBIC (Brain Emotional Learning Based Intelligent Controller) which modulates learning rates proportional to the magnitude of feedback error for DC motor speed control. To show the effectiveness of it, simulation results of DC motor speed control using the proposed method are compared to simulation results by PID and BELBIC. The effectiveness and robustness of the proposed controller for DC motor speed control is shown through the simulation.
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
基于大脑情感学习的直流电机调速智能控制器设计
本文提出了一种改进的基于大脑情绪学习的智能控制器(BELBIC),它根据反馈误差的大小来调节直流电动机速度控制的学习率。为了验证该方法的有效性,将采用该方法的直流电机调速仿真结果与PID和BELBIC的仿真结果进行了比较。仿真结果表明了该控制器对直流电动机速度控制的有效性和鲁棒性。
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
Representing Biological Aspects in Engineering Model System Bioinspired Algorithms used in Material Modeling and Numerical Simulation of Metal Processing: Plenary Talk Power consumption aware big.LITTLE scheduler for Linux operating system Real Time Surrounding Identification for Visually Impaired using Deep Learning Technique Brain Emotional Learning Based Intelligent Controller Design for DC Motor Speed Control
×
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