Applying case-based reasoning in assembly sequence planning

International Journal of Production Research

Volumn 45, Issue 1, 2007, Pages 29-47

  Su, Q ^a  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

Author keywords

Assembly; Assembly sequence planning (ASP); Case based reasoning (CBR); Computer aided process planning; Genetic algorithm (GA)

Indexed keywords

ASSEMBLY MACHINES; COMPUTER AIDED ENGINEERING; COMPUTER AIDED MANUFACTURING; COMPUTER SOFTWARE; GENETIC ALGORITHMS; LIFE CYCLE; PREVENTIVE MAINTENANCE; PROCESS CONTROL; STRATEGIC PLANNING;

ASSEMBLY SEQUENCE PLANNING (ASP); COMPUTER AIDED PROCESS PLANNING;

PROCESS ENGINEERING;

EID: 84907421515     PISSN: 00207543     EISSN: 1366588X     Source Type: Journal    
DOI: 10.1080/00207540600632182     Document Type: Article

References (28)

1. Baldwin, D. F., Abell, T. E., Lui, M.-C., de Fazio, T. L. and Whitney, D. E., An Integrated Computer Aid for Generating and Evaluating Assembly Sequences for Mechanical Products. IEEE Trans. Robot. Autom., 1991, 7, 78-89.
2. Bonneville, F., Perrard, C. and Henrioud, J.M., A genetic algorithm to generate and evaluate assembly plans. IEEE Symp. Emerg. Tech. Fact. Autom., 1996, 2, 231-239.
3. Bourjault, A., Contributionune approche methodologique de l'assemblage automatise: elaboration automatique dessequences operatiores. Thesis d'Etat Universite de Franche-Comte, Besancon, France, 1984.
4. Chen, S.F. and Liu, Y.J., An adaptive genetic assembly-sequence planner, Int. J. Comp. Integ. Manuf., 2001, 14(5), 489-500.
5. Dini, G. and Santochi, M., Automated sequencing and subassembly detection in assembly planning. Annals CIRP, 1992, 41, 1-6.
6. Galantucci, L.M., Percoco, G. and Spina, R., Assembly and disassembly by using fuzzy logic and genetic algorithms, Int. J. Adv. Robot. Syst., 2004, 1(2), 67-74.
7. Gonzalez, P.A., Applying knowledge modelling and case-based reasoning to software reuse. IEE Proc.-Sofm., 2000, 147(5), 169-177.
8. Gottipolu, R.B. and Ghosh, K., Integrated approach to the generation of assembly sequences. Int. J. Comp. Appl. Tech., 1995, 8(3-4), 125-138.
9. Hinkle, D. and Toomey, C., Applying case based reasoning to manufacturing. AI Magazine, 1995, 16(1), 65-74.
10. Homem de Mello, L.S. and Sanderson, A.C., A correct and complete algorithm for the generation of mechanical assembly sequences. IEEE Trans. Robot. Autom., 1991, 7, 228-240.
11. Homem de Mello, L.S. and Sanderson, A.C., Two criteria for the selection of assembly plans: Maximising the flexibility of sequencing the assembly tasks and minimising the assembly time through parallel execution of assembly tasks. IEEE Trans. Robot. Autom., 1991, 7, 626-633.
12. Homem de Mello, L.S. and Lee, S., Computer-Aided Mechanical Assembly Planning, 1993 (Kluwer Academic Publishers: Boston).
13. Huang, Y.F. and Lee, C.S.G., An automatic assembly planning system. IEEE Int. Conf. Robot. Autom., 1990, 3, 1594-1599.
14. Jones, R.E., Wilson, R.H. and Calton, T.L., On constraints in assembly planning. IEEE Trans. Robot. Autom., 1998, 14, 849-863.
15. Juell, P. and Paulson, P., Case-based systems. IEEE Intel. Syst. Applic., 2003, 18(4), 60-67.
16. Kolodner, J.L., Improving human decision making through case-based decision aiding. AI Magazine, 1991, 12(2), 52-68.
17. Lee, B. and Saitou, K., Integrated synthesis of assembly and fixture scheme for properly constrained assembly. IEEE Trans. Autom. Sci. Eng., 2005, 2(3), 250-261.
18. Lowe, G. and Shirinzadeh, B., Dynamic assembly sequence selection using reinforcement learning. In IEEE International Conference on Robotics & Automation, pp. 2633-2638, 2004 (New Orleans: LA).
19. Michalewicz, Z., Genetic Algorithm + Data Structures = Evolution Program, 1999 (Springer-Verlag: USA).
20. Rowe, B., Li, Y., Chen, X. and Mills, B., Case based reasoning for selection of grinding conditions. Comp. Integ. Manuf. Syst., 1996, 9, 197-205.
21. Sebaaly, M.F. and Fujimoto, H., A genetic planner for assembly automation. In IEEE Conference on Evolutionary Computation, pp. 401-406, 1996.
22. Slade, S., Case based reasoning: a research paradigm. AI Magazine, 1991, 12(1), 42-45.
23. Su, Q., Study on the approaches of computer aided assembly sequences planning and DFA with the integrated system developing. Doctoral dissertation, Xi'an Jiaotong University, Xi'an, Shaanxi Province 710049, China, 1997.
24. Swaminathan, A. and Barber, K.S., An experience-based assembly sequences planner for mechanical assembly. IEEE Trans. Robot. Autom., 1996, 12, 252-267.
25. Tang, Y. and Zhou, M., Fuzzy-Petri-Net based disassembly planning considering human factors. In IEEE International Conference on Systems, Man and Cybernetics, pp. 4195-4200, 2004.
26. Vo, Q. and Lowther, D.A., A paradigm for the non-routine design of electromagnetic devices using a case based reasoning approach. IEEE Trans. Magnet., 2000, 36(4), 1669-1672.
27. Wilson, R.H., Minimising user queries in interactive assembly planning. IEEE Trans. Robot. Autom., 1995, 11, 308-311.
28. Wilson, R.H. and Latombe, J.-C., Geometric reasoning about mechanical assembly. Arrif. Intel., 1994, 71, 371-396.