Through AI heat treatment modeling,the thermodynamic database and the calculation model of magnetic performance are estab-lished,and through the construction of multiplex multiphase transient prediction model,the best process parameters of heat treatment can be accurately found,and the soft magnetic steel material with the best performance can be developed efficiently.Discuss the AI heat treatment model establishment,develop the preparation of soft magnetic steel thermodynamic calculation model,establish data model of soft magnetic steel heat processing process parameters and product performance database,build the complexity of synchronous output algorithm and mathe-matical model,can simulate magnetic material heat processing key process parameters,streamline heat treatment DOE test,in the power of the development of soft magnetic steel,efficiently develop the best performance of soft magnetic steel material are discussed.At the same time,the melting composition,hot rolling key parameters,drawing of surface reduction,heat treatment temperature and time and other impor-tant parameters into the AI modeling,the development of soft magnetic steel-processing deformation-heat processing process integration of high throughput experimental method,high throughput screening production process parameters,realize product short cycle,low cost research and development and high quality manufacturing of soft magnetic steel materials.
关键词
AI建模/热处理/高通量实验/智能制造/软磁材料/生产过程参数/数学模型/DOE
Key words
AI(artificial-intelligence)modeling/heat treatment/high flux experimental/intelligent manufacturing/soft magnetic materials/production process parameters/mathematical model/DOE
维普
万方数据