چکیده مقاله
Optimal metallurgical properties of E7018 weld metal introduce this electrode as a useful industrial electrode Chemical composition of E7018 weld metal affect the mechanical and chemical properties of weld metal significantly Due to the relatively wide range of E7018 standard chemical composition tolerance, in this study, the relationship between the chemical composition and the ultimate tensile strength of deposited weld metal of E7018 electrode was investigated by using artificial neural networks ANN Studies on network hyperparameters illustrated that the best ANN for modeling the correlation between chemical composition and ultimate tensile strength of E7018 weld metal is perceptron neural network with two hidden layers with 2 and 5 neurons The goodharmony between the predicted tensile strength of E7018 weld metal by trained neural network and experimental results indicated to the accuracy and capability of ANN for prediction the mechanical property of weld metal
کلیدواژهها
نویسندگان
M Ebrahimi Meymand
Masters student, Department of Mining and Metallurgical Engineering of Yazd University, Iran
M Mosallaee
Associate Professor, Department of Mining and Metallurgical Engineering of Yazd University, Iran
A Hoseinmorshedy
Associate Professor, Department of Mining and Metallurgical Engineering of Yazd University, Iran,
E. Abbasi
Associate Professor, Department of Computer Science of Yazd University, Iran,
M Fakheri
Director of Research and Development of Yazd Electrode Company, Iran
شیوه ارجاع
Ebrahimi Meymand, M and Mosallaee, M and Hoseinmorshedy, A and Abbasi, E. and Fakheri, M,1400,Modeling the effect of chemical Composition on the Ultimate tensile strength of weld metal obtained from E7018 electrode using artificial neural networks,4th International Conference on Welding and Non Destructive Testing & 22nd National Conference on Welding & Inspection & 11th National Conference on NDT,Isfahan
ارائهشده در
مجموعه مقالات چهارمین کنفرانس بین المللی جوشکاری و آزمایش های غیرمخرب و بیست و دومین کنفرانس ملی جوش و بازرسی و یازدهمین کنفرانس ملی آزمایش های غیرمخرب18 اسفند 1400 · اصفهان