正交递归方法用于研究钢中微量元素对钢的力学性能的影响
Multi variable Analysis Method Used for Studying Influence of Trace Elements in Steel on its Mechanical Properties
Abstract
通过对含有8种微量元素和5种热轧工艺条件的CuPCrnI钢的数据,应用化学计量学方法(包括变量筛选及PlS回归等方法)进行处理,选出对钢性能影响较为显著的几种变量,从而建立起预报CuPCrnI钢性能的准确的预报模型 The data of CuPCrNi Steel includes 8 trace elements and 5 heat treatment parameters.Through the application of Chemometrics methods(including the variable dimension expansion and the variable selection method, PLS regression method and so on) , several primary variables, which influence the properties of the steel ,can be selected.Thus accurate prediction models to predict the properties of the steel can be built.