Original scientific paper

Research on module configuration design by case-based reasoning oriented on CNC machine tool

Zhongqi Sheng ; School of Mechanical Engineering & Automation, Northeastern University, Shenyang 110819, P. R. China
Lei Zhang ; School of Mechanical Engineering & Automation, Northeastern University, Shenyang 110819, P. R. China
Hualong Xie ; School of Mechanical Engineering & Automation, Northeastern University, Shenyang 110819, P. R. China
Pengjia Wang ; School of Mechanical Engineering & Automation, Northeastern University, Shenyang 110819, P. R. China

Abstract

CNC machine tool is a symbol of advanced manufacturing technology. The introduction of modular design into the design processes of CNC machine tool has important theoretical and practical value. Combining modular design with case-based reasoning (CBR), this paper puts forward one method of module configuration design. The key technologies including the transformation of customer requirements, the case retrieval and the case evaluation have been solved. This paper analysed the acquisition and transformation of customer requirements, and the mappings from the importance ratings of customer requirements to the importance ratings of product technical characteristics. The paper studied the technologies of CBR, and used the fuzzy similarity priority ratio and grey correlation analysis algorithm to realize the calculation of case priority and the case evaluation, and picked out the product case that best matches the customer requirements finally. CNC horizontal lathe is selected as an example to show the algorithm effectiveness.

Keywords

case-based reasoning; CNC machine tool; configuration design; fuzzy similar preferable ratio; Grey correlation analysis; modular design

Hrčak ID:

123321

URI

https://hrcak.srce.hr/123321

Publication date:

24.6.2014.

Article data in other languages: croatian

Visits: 1.651 *