On the Use of the Shear Punch Experiments in Determining Mechanical Properties of Various Dual Phase Steels

2005 ◽  
Author(s):  
Wael Dabboussi ◽  
Jinbo Qu ◽  
James A. Nemes ◽  
Stephen Yue
Keyword(s):  
Mechanical Properties ◽  
Dual Phase ◽  
Dual Phase Steels ◽  
Shear Punch

Prediction of Ferrite-Martensite Dual-Phase Steels Mechanical Properties by Use of Artificial Neural Networks

2013 ◽  
Vol 773-774 ◽  
pp. 268-274
Author(s):  
Amir Ghiami ◽  
Ramin Khamedi
Keyword(s):  
Mechanical Properties ◽  
Neural Networks ◽  
Artificial Neural Networks ◽  
Back Propagation ◽  
Total Elongation ◽  
Ultimate Tensile Stress ◽  
Dual Phase ◽  
Dual Phase Steels ◽  
Good Ability ◽  
Artificial Neural

This paper presents an investigation of the capabilities of artificial neural networks (ANN) in predicting some mechanical properties of Ferrite-Martensite dual-phase steels applicable for different industries like auto-making. Using ANNs instead of different destructive and non-destructive tests to determine the material properties, reduces costs and reduces the need for special testing facilities. Networks were trained with use of a back propagation (BP) error algorithm. In order to provide data for training the ANNs, mechanical properties, inter-critical annealing temperature and information about the microstructures of many specimens were examined. After the ANNs were trained, the four parameters of yield stress, ultimate tensile stress, total elongation and the work hardening exponent were simulated. Finally a comparison of the predicted and experimental values indicates that the results obtained from the given input data reveal a good ability of the well-trained ANN to predict the described mechanical properties.

scholarly journals Effect of Silicon Content on the Microstructure and Mechanical Properties of Dual-Phase Steels

2012 ◽  
Vol 1 (5) ◽  
pp. 217-223 ◽  
Author(s):  
J. Drumond ◽  
O. Girina ◽  
J. F. da Silva Filho ◽  
N. Fonstein ◽  
C. A. Silva de Oliveira
Keyword(s):  
Mechanical Properties ◽  
Silicon Content ◽  
Dual Phase ◽  
Dual Phase Steels ◽  
Microstructure And Mechanical Properties

Modification of Rule of Mixtures for Estimation of the Mechanical Properties of Dual-Phase Steels

2017 ◽  
Vol 26 (6) ◽  
pp. 2683-2688 ◽  
Author(s):  
Mohammad Alibeyki ◽  
Hamed Mirzadeh ◽  
Mostafa Najafi ◽  
Alireza Kalhor
Keyword(s):  
Mechanical Properties ◽  
Dual Phase ◽  
Dual Phase Steels ◽  
Rule Of Mixtures
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