期刊论文

Gao, MY

英文

Engineering Applications of Artificial Intelligence

0952-1976

2023

125

106725

10.1016/j.engappai.2023.106725

This research was supported by research grant from the National Natural Science Foundation of China (No. 72102171 ), the Humanities and Social Sciences Youth Foundation , Ministry of Education of the People’s Republic of China (No. 21YJC630006 ), China Postdoctoral Science Foundation (No. 2022M721292 ), and the Fundamental Research Funds for the Central Universities of Central China Normal University (No. CCNU23XJ016 ).

本校为通讯机构

With the coming of intelligent manufacturing, multi-variety and small-batch production mode has gradually become popular. Aiming at the characteristics of high dimensional information and limited samples in this mode, a novel data-driven grey Weibull model is established for product quality prediction. Firstly, a high-dimensional information from the production process is integrated as the process variation using a data-driven method. Then, the quality prediction function is deducted by considering that process variation follows Weibull distrib...