Cutting Force Predication Based on Integration of Symmetric Fuzzy Number and Finite Element Method

In the process of turning, pointing at the uncertain phenomenon of cutting which is caused by the disturbance of random factors, for determining the uncertain scope of cutting force, the integrated symmetric fuzzy number and the finite element method (FEM) are used in the prediction of cutting force...

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Main Authors: Zhanli Wang, Yanjuan Hu, Yao Wang, Chao Dong, Zaixiang Pang
Format: Article
Language:English
Published: Hindawi Limited 2014-01-01
Series:The Scientific World Journal
Online Access:http://dx.doi.org/10.1155/2014/234150
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spelling doaj-cd8100ed77e241bbb90ec564c7331fd82020-11-25T00:12:31ZengHindawi LimitedThe Scientific World Journal2356-61401537-744X2014-01-01201410.1155/2014/234150234150Cutting Force Predication Based on Integration of Symmetric Fuzzy Number and Finite Element MethodZhanli Wang0Yanjuan Hu1Yao Wang2Chao Dong3Zaixiang Pang4School of Mechatronic Engineering, Changchun University of Technology, Changchun 130012, ChinaSchool of Mechatronic Engineering, Changchun University of Technology, Changchun 130012, ChinaCollege of Mechanical Engineering, Beihua University, Jilin 132021, ChinaSchool of Mechatronic Engineering, Changchun University of Technology, Changchun 130012, ChinaSchool of Mechatronic Engineering, Changchun University of Technology, Changchun 130012, ChinaIn the process of turning, pointing at the uncertain phenomenon of cutting which is caused by the disturbance of random factors, for determining the uncertain scope of cutting force, the integrated symmetric fuzzy number and the finite element method (FEM) are used in the prediction of cutting force. The method used symmetric fuzzy number to establish fuzzy function between cutting force and three factors and obtained the uncertain interval of cutting force by linear programming. At the same time, the change curve of cutting force with time was directly simulated by using thermal-mechanical coupling FEM; also the nonuniform stress field and temperature distribution of workpiece, tool, and chip under the action of thermal-mechanical coupling were simulated. The experimental result shows that the method is effective for the uncertain prediction of cutting force.http://dx.doi.org/10.1155/2014/234150
collection DOAJ
language English
format Article
sources DOAJ
author Zhanli Wang
Yanjuan Hu
Yao Wang
Chao Dong
Zaixiang Pang
spellingShingle Zhanli Wang
Yanjuan Hu
Yao Wang
Chao Dong
Zaixiang Pang
Cutting Force Predication Based on Integration of Symmetric Fuzzy Number and Finite Element Method
The Scientific World Journal
author_facet Zhanli Wang
Yanjuan Hu
Yao Wang
Chao Dong
Zaixiang Pang
author_sort Zhanli Wang
title Cutting Force Predication Based on Integration of Symmetric Fuzzy Number and Finite Element Method
title_short Cutting Force Predication Based on Integration of Symmetric Fuzzy Number and Finite Element Method
title_full Cutting Force Predication Based on Integration of Symmetric Fuzzy Number and Finite Element Method
title_fullStr Cutting Force Predication Based on Integration of Symmetric Fuzzy Number and Finite Element Method
title_full_unstemmed Cutting Force Predication Based on Integration of Symmetric Fuzzy Number and Finite Element Method
title_sort cutting force predication based on integration of symmetric fuzzy number and finite element method
publisher Hindawi Limited
series The Scientific World Journal
issn 2356-6140
1537-744X
publishDate 2014-01-01
description In the process of turning, pointing at the uncertain phenomenon of cutting which is caused by the disturbance of random factors, for determining the uncertain scope of cutting force, the integrated symmetric fuzzy number and the finite element method (FEM) are used in the prediction of cutting force. The method used symmetric fuzzy number to establish fuzzy function between cutting force and three factors and obtained the uncertain interval of cutting force by linear programming. At the same time, the change curve of cutting force with time was directly simulated by using thermal-mechanical coupling FEM; also the nonuniform stress field and temperature distribution of workpiece, tool, and chip under the action of thermal-mechanical coupling were simulated. The experimental result shows that the method is effective for the uncertain prediction of cutting force.
url http://dx.doi.org/10.1155/2014/234150
work_keys_str_mv AT zhanliwang cuttingforcepredicationbasedonintegrationofsymmetricfuzzynumberandfiniteelementmethod
AT yanjuanhu cuttingforcepredicationbasedonintegrationofsymmetricfuzzynumberandfiniteelementmethod
AT yaowang cuttingforcepredicationbasedonintegrationofsymmetricfuzzynumberandfiniteelementmethod
AT chaodong cuttingforcepredicationbasedonintegrationofsymmetricfuzzynumberandfiniteelementmethod
AT zaixiangpang cuttingforcepredicationbasedonintegrationofsymmetricfuzzynumberandfiniteelementmethod
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