Proceedings of the 5th International Conference on Advanced Design and Manufacturing Engineering

Study of Self-organizing Fuzzy Neural Network Control for Flexible Material Path Processing Tangent Following Error Compensation

Authors
Yaohua Deng, Xiali Liu, Liming Wu, Qiaofen Zhang
Corresponding Author
Yaohua Deng
Available Online October 2015.
DOI
https://doi.org/10.2991/icadme-15.2015.333How to use a DOI?
Keywords
Flexible material path processing,Tangent following,Error compensation, Self-organizing fuzzy neural network control
Abstract

The control rules of fuzzy neural network controller for flexible material path processing tangent following are acquired depending on prior knowledge of designers and experts in previous studies, this leads to the difficulty and error of the preliminary calculation. The paper studies and designs self-organizing fuzzy neural network, completes offline training through fuzzy reasoning, realizes the simulation of process knowledge and experience, and the control quantity is given according to the controlled process consequently the deformation compensation scheme is obtained. The simulation shows that the self-organizing fuzzy neural network controller has better effect on tangent following error compensate for the flexible material path processing .

Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 5th International Conference on Advanced Design and Manufacturing Engineering
Series
Advances in Engineering Research
Publication Date
October 2015
ISBN
978-94-6252-113-1
ISSN
2352-5401
DOI
https://doi.org/10.2991/icadme-15.2015.333How to use a DOI?
Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Yaohua Deng
AU  - Xiali Liu
AU  - Liming Wu
AU  - Qiaofen Zhang
PY  - 2015/10
DA  - 2015/10
TI  - Study of Self-organizing Fuzzy Neural Network Control for Flexible Material Path Processing Tangent Following Error Compensation
BT  - Proceedings of the 5th International Conference on Advanced Design and Manufacturing Engineering
PB  - Atlantis Press
SP  - 1808
EP  - 1812
SN  - 2352-5401
UR  - https://doi.org/10.2991/icadme-15.2015.333
DO  - https://doi.org/10.2991/icadme-15.2015.333
ID  - Deng2015/10
ER  -