TY - JOUR
T1 - Mechanical assembly planning using ant colony optimization
AU - Wang, Hui
AU - Rong, Yiming
AU - Xiang, Dong
PY - 2014
Y1 - 2014
N2 - In mechanical assembly planning research, many intelligent methods have already been reported over the past two decades. However, those methods mainly focus on the optimal assembly solution search while another important problem, the generation of solution space, has received little attention. This paper proposes a new methodology for the assembly planning problem. On the basis of a disassembly information model which has been developed to represent all theoretical assembly/disassembly sequences, two decoupled problems, generating the solution space and searching for the best result, are integrated into one computation framework. In this framework, using an ant colony optimization algorithm, the solution space of disassembly plans can be generated synchronously during the search process for best solutions. Finally, the new method's validity is verified by a case study.
AB - In mechanical assembly planning research, many intelligent methods have already been reported over the past two decades. However, those methods mainly focus on the optimal assembly solution search while another important problem, the generation of solution space, has received little attention. This paper proposes a new methodology for the assembly planning problem. On the basis of a disassembly information model which has been developed to represent all theoretical assembly/disassembly sequences, two decoupled problems, generating the solution space and searching for the best result, are integrated into one computation framework. In this framework, using an ant colony optimization algorithm, the solution space of disassembly plans can be generated synchronously during the search process for best solutions. Finally, the new method's validity is verified by a case study.
KW - Ant colony optimization
KW - Assembly information modeling
KW - Mechanical assembly planning
UR - https://www.scopus.com/pages/publications/84885401078
U2 - 10.1016/j.cad.2013.09.001
DO - 10.1016/j.cad.2013.09.001
M3 - 文章
AN - SCOPUS:84885401078
SN - 0010-4485
VL - 47
SP - 59
EP - 71
JO - CAD Computer Aided Design
JF - CAD Computer Aided Design
ER -