Development of processing map for InX-750 superalloy using hyperbolic sinus equation and ANN model

• 作者: Saeed Aliakbari Sani Ali Khorram Abed Jaffari Golamreza Ebrahimi
• 来源期刊: 稀有金属（英文版）
• 年，卷（期）: 2021,（12）
• 所属期刊栏目: ORIGINAL ARTICLES
• 页码范围: 3598-3607
• 页数: 10页
• 语种: 英文

摘要

The aim of this study is to develop processing maps based on two models and compare them with con-ventional processing maps.The hyperbolic sinus constitu-tive equation and artificial neural network (ANN)approaches were used in this investigation to predict flow stress and to develop processing maps in various condi-tions.The hot compression tests of InX-750 superalloy were carried out above the gamma prime phase tempera-ture and within the temperature range of 1000-1150 ℃and strain rate of 0.001-1.000 s-1.The processing maps were conducted based upon dynamic material model(DMM) for data by experimental,constitutive equation and ANN approaches.The processing maps drawn by either of the prediction methods show that the method developed by ANN data does not significantly differ from the experi-mental processing map.The ANN approach is thus a suitable way to predict the flow stress as well as hot working processing map of engineering metals and materials.