The Method for Calculating the Contact Resistance Used Fuzzy System Optimized by Recursive Least Square

The contact resistance is modeled by fuzzy system for the characteristics. The experiment is designed and training data and testing data is got. Using training data,fuzzy system is trained,the model of contact resistance is set up,and training algorithm is recursive least square combined tabu search...

Full description

Saved in:
Bibliographic Details
Main Authors: WANG Gang, WANG Zhi-jun, ZHAO Li-li, LIU Ya-pei, WANG Xu, HAO Xiang-yu
Format: Article
Language:zho
Published: Harbin University of Science and Technology Publications 2018-04-01
Series:Journal of Harbin University of Science and Technology
Subjects:
Online Access:https://hlgxb.hrbust.edu.cn/#/digest?ArticleID=1513
Tags: Add Tag
No Tags, Be the first to tag this record!
_version_ 1849227122065801216
author WANG Gang
WANG Zhi-jun
ZHAO Li-li
LIU Ya-pei
WANG Xu
HAO Xiang-yu
author_facet WANG Gang
WANG Zhi-jun
ZHAO Li-li
LIU Ya-pei
WANG Xu
HAO Xiang-yu
author_sort WANG Gang
collection DOAJ
description The contact resistance is modeled by fuzzy system for the characteristics. The experiment is designed and training data and testing data is got. Using training data,fuzzy system is trained,the model of contact resistance is set up,and training algorithm is recursive least square combined tabu search. The model of contact resistance is built through regression analysis. The two models are tested by testing data,the result is compared, and the model based on fuzzy system is better. The result shows that fuzzy system is suitable for calculating contact resistance.
format Article
id doaj-art-f3e01acfd1834edcada76bd2f4b6e361
institution Kabale University
issn 1007-2683
language zho
publishDate 2018-04-01
publisher Harbin University of Science and Technology Publications
record_format Article
series Journal of Harbin University of Science and Technology
spelling doaj-art-f3e01acfd1834edcada76bd2f4b6e3612025-08-24T04:11:48ZzhoHarbin University of Science and Technology PublicationsJournal of Harbin University of Science and Technology1007-26832018-04-01230210410710.15938/j.jhust.2018.02.018The Method for Calculating the Contact Resistance Used Fuzzy System Optimized by Recursive Least SquareWANG Gang0WANG Zhi-jun1ZHAO Li-li2LIU Ya-pei3WANG Xu4HAO Xiang-yu5Pinggao Group Co. ,Ltd,Pingdingshan 467001,ChinaPinggao Group Co. ,Ltd,Pingdingshan 467001,ChinaHenan Pinggao Electric Co. ,Ltd. ,Pingdingshan 467001,ChinaPinggao Group Co. ,Ltd,Pingdingshan 467001,ChinaPinggao Group Co. ,Ltd,Pingdingshan 467001,ChinaPinggao Group Co. ,Ltd,Pingdingshan 467001,ChinaThe contact resistance is modeled by fuzzy system for the characteristics. The experiment is designed and training data and testing data is got. Using training data,fuzzy system is trained,the model of contact resistance is set up,and training algorithm is recursive least square combined tabu search. The model of contact resistance is built through regression analysis. The two models are tested by testing data,the result is compared, and the model based on fuzzy system is better. The result shows that fuzzy system is suitable for calculating contact resistance.https://hlgxb.hrbust.edu.cn/#/digest?ArticleID=1513contact resistancefuzzy systemrecursive least squaretabu search
spellingShingle WANG Gang
WANG Zhi-jun
ZHAO Li-li
LIU Ya-pei
WANG Xu
HAO Xiang-yu
The Method for Calculating the Contact Resistance Used Fuzzy System Optimized by Recursive Least Square
Journal of Harbin University of Science and Technology
contact resistance
fuzzy system
recursive least square
tabu search
title The Method for Calculating the Contact Resistance Used Fuzzy System Optimized by Recursive Least Square
title_full The Method for Calculating the Contact Resistance Used Fuzzy System Optimized by Recursive Least Square
title_fullStr The Method for Calculating the Contact Resistance Used Fuzzy System Optimized by Recursive Least Square
title_full_unstemmed The Method for Calculating the Contact Resistance Used Fuzzy System Optimized by Recursive Least Square
title_short The Method for Calculating the Contact Resistance Used Fuzzy System Optimized by Recursive Least Square
title_sort method for calculating the contact resistance used fuzzy system optimized by recursive least square
topic contact resistance
fuzzy system
recursive least square
tabu search
url https://hlgxb.hrbust.edu.cn/#/digest?ArticleID=1513
work_keys_str_mv AT wanggang themethodforcalculatingthecontactresistanceusedfuzzysystemoptimizedbyrecursiveleastsquare
AT wangzhijun themethodforcalculatingthecontactresistanceusedfuzzysystemoptimizedbyrecursiveleastsquare
AT zhaolili themethodforcalculatingthecontactresistanceusedfuzzysystemoptimizedbyrecursiveleastsquare
AT liuyapei themethodforcalculatingthecontactresistanceusedfuzzysystemoptimizedbyrecursiveleastsquare
AT wangxu themethodforcalculatingthecontactresistanceusedfuzzysystemoptimizedbyrecursiveleastsquare
AT haoxiangyu themethodforcalculatingthecontactresistanceusedfuzzysystemoptimizedbyrecursiveleastsquare
AT wanggang methodforcalculatingthecontactresistanceusedfuzzysystemoptimizedbyrecursiveleastsquare
AT wangzhijun methodforcalculatingthecontactresistanceusedfuzzysystemoptimizedbyrecursiveleastsquare
AT zhaolili methodforcalculatingthecontactresistanceusedfuzzysystemoptimizedbyrecursiveleastsquare
AT liuyapei methodforcalculatingthecontactresistanceusedfuzzysystemoptimizedbyrecursiveleastsquare
AT wangxu methodforcalculatingthecontactresistanceusedfuzzysystemoptimizedbyrecursiveleastsquare
AT haoxiangyu methodforcalculatingthecontactresistanceusedfuzzysystemoptimizedbyrecursiveleastsquare