Title :
Process reliability modeling based on characteristic mapping
Author :
Wei Dai ; Fen Kuang ; Jin An ; Yu Zhao
Author_Institution :
Sch. of Reliability & Syst. Eng., Beihang Univ., Beijing, China
Abstract :
Process reliability modeling is of great significance to guarantee the reliability of the manufacturing process. This paper will describe how to establish the relationship between reliability index of process resource and process parameters by studying the characteristic mapping of manufacturing process, which pays more attention to the process instead of product. Firstly, the key characteristics of process will be determined, whose levels can be designated appropriately according to the requirements of process reliability. Secondly, reliability modeling method will be employed to catch the significant factors affected the process reliability, and the relationship between process elements, processing parameters, product reliability and product functions were analyzed based on Analytic Network Process. Finally, the algorithm and procedure is discussed for manufacturing process reliability modeling, and interrelated process parameters are selected to improve reliability of the product.
Keywords :
manufacturing processes; reliability; analytic network process; characteristic mapping; manufacturing process reliability modeling; process parameters; process resource; product functions; product reliability; reliability index; Analytical models; Indexes; Manufacturing processes; Process control; Reliability engineering; characteristics mapping; process reliability; reliability modeling;
Conference_Titel :
Industrial Engineering and Engineering Management (IEEM), 2012 IEEE International Conference on
Conference_Location :
Hong Kong
DOI :
10.1109/IEEM.2012.6838001