Production Safety Evaluation Model Based on Principal Component Analysis

摘要：

This paper carry out principal component analysis for daily production safety assessment data based on principal component analysis (PCA). By defining principal component weighted mean aggregation operator and weighted geometric aggregation operators, we construct 6 comprehensive evaluation functions with different properties to establish a new production safety evaluation mathematical model. The proposed model can achieve safety assessment from the scattered data and qualitative analysis into systematically quantitative analysis, simplify the data processing work of safety evaluation, and provide effective analysis techniques for the daily production safety from the point of view of the time point, individual and overall. At last, apply the model to the assessment in coal mine driving production safety, and the results proved its usefulness and effectiveness.

关键词： Production safety principal component analysis aggregation operators

作者: Hongmei Chen Yucai Ning Xudong Sun

作者单位: School of Management of China University of Mining and Technology (Beijing), Beijing 100083, China S School of Management of China University of Mining and Technology (Beijing), Beijing 100083, China

会议类型: 国际会议

会议名称: The First International Symposium on Mine Safety Science and Engineering (首届矿山安全科学与工程学术会议)

会议地点: 北京

会议语种:英文

页码: 559-565

在线出版日期: 2011-10-27（万方平台首次上网日期，不代表论文的发表时间）