Title :
Research on ship welding process planning with case-based reasoning
Author :
Chen, Jun ; Zhang, Zhenming ; Jia, Xiaoliang ; Geng, Junhao
Author_Institution :
Inst. of CAPP & Manuf. Eng. Software, Northwestern Polytech. Univ., Xi´´an, China
Abstract :
In order to solve the problem that the judgment for the necessity of the welding procedure qualification (WPQ) depends excessively on the experience and the accumulated process knowledge of enterprise can´t be unitized effectively in the traditional welding ship process planning, according to analyzing influencing factors of the ship welding procedure, an advanced planning approach based on case-based reasoning (CBR) was proposed. With this approach combining analytic hierarchy process (AHP) and similarity system theory, the weight and similarity of each factor were calculated, and then the process-similarity was presented to assist the process designer to judge. Adopting the result of judgment, the process planning would be achieved efficiently. Finally, a case study was demonstrated to show the rationality and adaptation of this approach.
Keywords :
case-based reasoning; decision making; process planning; production engineering computing; shipbuilding industry; welding; analytic hierarchy process; case-based reasoning; ship welding process planning; similarity system theory; welding procedure qualification; Artificial intelligence; Automotive engineering; Knowledge engineering; Manufacturing processes; Marine vehicles; Materials testing; Process design; Process planning; Qualifications; Welding; AHP; CBR; WPQ; ship welding; similarity;
Conference_Titel :
Information Management and Engineering (ICIME), 2010 The 2nd IEEE International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-5263-7
Electronic_ISBN :
978-1-4244-5265-1
DOI :
10.1109/ICIME.2010.5478182