Proceedings of the 3rd International Conference on Material, Mechanical and Manufacturing Engineering

Mechanical Performance Prediction of Cold Rolled Ribbed Steel Bars Based on RBF Network with Whole Variable Space

Authors
Bangsheng Xing, Le Xu
Corresponding Author
Bangsheng Xing
Available Online August 2015.
DOI
10.2991/ic3me-15.2015.239How to use a DOI?
Keywords
Whole variable space, Cold rolled ribbed steel bars, Mechanical performance, Radial-Basis Function network
Abstract

This paper proposes a method of mechanical performance prediction of cold rolled ribbed steel bars based on RBF network with whole variable space. It builds a whole variable space model and studies the performance prediction of cold rolled ribbed steel bars based on the 5-in & 1-out RBF network and the performance prediction of cold rolled ribbed steel bars based on the 5-in & 2-out RBF network. The results show that this method can reliably predict the mechanical performance of cold rolled ribbed steel bars, and the predictive effect of the 5-in & 1-out RBF network model based on whole variable space is superior to the 5-in & 2-out RBF network model.

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 3rd International Conference on Material, Mechanical and Manufacturing Engineering
Series
Advances in Engineering Research
Publication Date
August 2015
ISBN
10.2991/ic3me-15.2015.239
ISSN
2352-5401
DOI
10.2991/ic3me-15.2015.239How 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  - Bangsheng Xing
AU  - Le Xu
PY  - 2015/08
DA  - 2015/08
TI  - Mechanical Performance Prediction of Cold Rolled Ribbed Steel Bars Based on RBF Network with Whole Variable Space
BT  - Proceedings of the 3rd International Conference on Material, Mechanical and Manufacturing Engineering
PB  - Atlantis Press
SP  - 1242
EP  - 1245
SN  - 2352-5401
UR  - https://doi.org/10.2991/ic3me-15.2015.239
DO  - 10.2991/ic3me-15.2015.239
ID  - Xing2015/08
ER  -