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

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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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  -