TY - JOUR
T1 - A heuristic approach for component scheduling on a high-speed PCB assembly machine
AU - Ho, William
AU - Ji, Ping
AU - Wu, Y.
PY - 2007/12
Y1 - 2007/12
N2 - The collect-and-place machine is one of the most widely used placement machines for assembling electronic components on the printed circuit boards (PCBs). Nevertheless, the number of researches concerning the optimisation of the machine performance is very few. This motivates us to study the component scheduling problem for this type of machine with the objective of minimising the total assembly time. The component scheduling problem is an integration of the component sequencing problem, that is, the sequencing of component placements; and the feeder arrangement problem, that is, the assignment of component types to feeders. To solve the component scheduling problem efficiently, a hybrid genetic algorithm is developed in this paper. A numerical example is used to compare the performance of the algorithm with different component grouping approaches and different population sizes.
AB - The collect-and-place machine is one of the most widely used placement machines for assembling electronic components on the printed circuit boards (PCBs). Nevertheless, the number of researches concerning the optimisation of the machine performance is very few. This motivates us to study the component scheduling problem for this type of machine with the objective of minimising the total assembly time. The component scheduling problem is an integration of the component sequencing problem, that is, the sequencing of component placements; and the feeder arrangement problem, that is, the assignment of component types to feeders. To solve the component scheduling problem efficiently, a hybrid genetic algorithm is developed in this paper. A numerical example is used to compare the performance of the algorithm with different component grouping approaches and different population sizes.
KW - collect-and-place machines
KW - component scheduling
KW - hybrid genetic algorithm
KW - printed circuit board assembly
UR - http://www.scopus.com/inward/record.url?scp=36249019245&partnerID=8YFLogxK
UR - http://www.informaworld.com/openurl?genre=article&issn=0953-7287&volume=18&issue=8&spage=655
U2 - 10.1080/09537280701602683
DO - 10.1080/09537280701602683
M3 - Article
SN - 0953-7287
VL - 18
SP - 655
EP - 665
JO - Production Planning and Control
JF - Production Planning and Control
IS - 8
ER -