{"title":"Single node recursions in Adaptive Neuro-Fuzzy Controller","authors":"P. Derugo","doi":"10.1109/CYBConf.2015.7175973","DOIUrl":null,"url":null,"abstract":"In this paper the analysis of possible implementations of single node recursions in Adaptive Neuro Fuzzy Controller has been made. By single node recursions we mean using as additional input signal for certain nodes being functions of this nodes existing signals from previous algorithm iterations. Papers presents ANFC structure and possible recursions implementations. Theoretical considerations are followed by simulation experiments using Sim Power System library and Matlab - Simulink software. As control object cascade control structure for DC motor system has been modeled.","PeriodicalId":177233,"journal":{"name":"2015 IEEE 2nd International Conference on Cybernetics (CYBCONF)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 IEEE 2nd International Conference on Cybernetics (CYBCONF)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CYBConf.2015.7175973","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
In this paper the analysis of possible implementations of single node recursions in Adaptive Neuro Fuzzy Controller has been made. By single node recursions we mean using as additional input signal for certain nodes being functions of this nodes existing signals from previous algorithm iterations. Papers presents ANFC structure and possible recursions implementations. Theoretical considerations are followed by simulation experiments using Sim Power System library and Matlab - Simulink software. As control object cascade control structure for DC motor system has been modeled.
本文分析了单节点递归在自适应神经模糊控制器中的可能实现。通过单节点递归,我们的意思是使用某些节点的附加输入信号,这些节点是先前算法迭代中已有信号的函数。论文介绍了ANFC结构和可能的递归实现。理论分析之后,利用Sim Power System库和Matlab - Simulink软件进行了仿真实验。以直流电机系统为控制对象,对串级控制结构进行了建模。