单神经元PID自适应控制在液位控制中的应用

2009 Third International Conference on Genetic and Evolutionary Computing Pub Date : 2009-10-14 DOI:10.1109/WGEC.2009.66

Xiangjiao Tang, Ting-Pei Huang, Xiaoyu Liu, J. Wang

{"title":"单神经元PID自适应控制在液位控制中的应用","authors":"Xiangjiao Tang, Ting-Pei Huang, Xiaoyu Liu, J. Wang","doi":"10.1109/WGEC.2009.66","DOIUrl":null,"url":null,"abstract":"As the liquid position control system has the characteristic of a large time delay, instability and non-linear, a neural network self-adaptive PID controller based on self-adaptive PID and neural network is introduced in this paper, it can optimize and adjust the controller parameters on line. The system simulation is carried out in the end. The simulation results show that the control effect of this method has good dynamic performance, robustness and good practicality.","PeriodicalId":277950,"journal":{"name":"2009 Third International Conference on Genetic and Evolutionary Computing","volume":"24 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2009-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"Application of PID with Single-Neuron Adaptive Control in Liquid Level Control\",\"authors\":\"Xiangjiao Tang, Ting-Pei Huang, Xiaoyu Liu, J. Wang\",\"doi\":\"10.1109/WGEC.2009.66\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"As the liquid position control system has the characteristic of a large time delay, instability and non-linear, a neural network self-adaptive PID controller based on self-adaptive PID and neural network is introduced in this paper, it can optimize and adjust the controller parameters on line. The system simulation is carried out in the end. The simulation results show that the control effect of this method has good dynamic performance, robustness and good practicality.\",\"PeriodicalId\":277950,\"journal\":{\"name\":\"2009 Third International Conference on Genetic and Evolutionary Computing\",\"volume\":\"24 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2009-10-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2009 Third International Conference on Genetic and Evolutionary Computing\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/WGEC.2009.66\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2009 Third International Conference on Genetic and Evolutionary Computing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/WGEC.2009.66","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 4

摘要

针对液体位置控制系统具有大时滞、不稳定和非线性的特点，本文介绍了一种基于自适应PID和神经网络的神经网络自适应PID控制器，它可以在线优化和调整控制器参数。最后进行了系统仿真。仿真结果表明，该方法具有良好的动态性能、鲁棒性和实用性。

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

Application of PID with Single-Neuron Adaptive Control in Liquid Level Control

As the liquid position control system has the characteristic of a large time delay, instability and non-linear, a neural network self-adaptive PID controller based on self-adaptive PID and neural network is introduced in this paper, it can optimize and adjust the controller parameters on line. The system simulation is carried out in the end. The simulation results show that the control effect of this method has good dynamic performance, robustness and good practicality.

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

2009 Third International Conference on Genetic and Evolutionary Computing

自引率

0.00%

发文量