An integrated approach to identify function components for product redesign based on analysis of customer requirements and failure risk

Article type: Research Article

Authors: Ma, Hongzhan^a | Chu, Xuening^{a; *} | Li, Yupeng^b

Affiliations: [a] School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, China | [b] Department of Industrial Engineering, Key Laboratory of Deep Coal Resource Mining, Ministry of Education of China, School of Mines, China University of Mining and Technology, Xuzhou, Jiangsu, China

Correspondence: [*] Corresponding author. Xuening Chu, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China. Tel.: +86 21 34205897; E-mail: xnchu@sjtu.edu.cn.

Abstract: Product redesign strategy can effectively shorten design lead time and reduce production cost of new variants development. Identification of function components is the basis of product redesign. In the existing methods to identify the function components, customer requirements are primarily considered while the failure knowledge, a critical information to improve product reliability, is often ignored. The objective of this research is to identify the to-be-improved components considering both customer requirements and product reliability. First, a two-stage fuzzy quality function deployment (QFD) is used to calculate the importance weight of each component considering customer requirements. Second, the fuzzy failure mode effects and analysis (FMEA) is adopted to measure the failure risk of each component. Different from traditional FMEA, the failure causality relationships are analyzed in this work to provide a means of making use of failure information more effectively for constructing a directed failure causality relationship diagram. Fuzzy permanent function is developed to quantify the failure risk of each component. Then, a modification necessity index is introduced to model the degree of modification necessity for each component considering customer requirements and failure risk. Finally, the optimal set of function components that need to be modified is identified by 0-1 objective programming and constrained optimization. A case study for identification of the function components for the operation device of a crawler crane is implemented to demonstrate the effectiveness of the developed approach.

Keywords: Identification of function component, fuzzy QFD, FMEA, fuzzy permanent function, 0-1 objective programming

DOI: 10.3233/JIFS-18614

Journal: Journal of Intelligent & Fuzzy Systems, vol. 36, no. 2, pp. 1743-1757, 2019