Material flow optimisation of production planning and scheduling problem in flexible manufacturing system by real coded genetic algorithm (RCGA)

2018 ◽  
Vol 31 (2) ◽  
pp. 381-423 ◽  
Author(s):  
K. C. Bhosale ◽  
P. J. Pawar
Keyword(s):  
Genetic Algorithm ◽  
Production Planning ◽  
Flexible Manufacturing ◽  
Material Flow ◽  
Manufacturing System ◽  
Flexible Manufacturing System ◽  
Scheduling Problem ◽  
Planning And Scheduling ◽  
Production Planning And Scheduling ◽  
Real Coded Genetic Algorithm

Scheduling Research of AGV with Double Buffers Based Genetic Algorithm in Flexible Manufacturing System

2011 ◽  
Vol 121-126 ◽  
pp. 1630-1635
Author(s):  
Nai Fei Ren ◽  
Yan Zhao ◽  
Jun Zhang
Keyword(s):  
Genetic Algorithm ◽  
Flexible Manufacturing ◽  
Manufacturing System ◽  
Flexible Manufacturing System ◽  
Scheduling Problem ◽  
Improved Genetic Algorithm ◽  
System A ◽  
Fms Scheduling ◽  
Moving Path ◽  
Made In

Aiming at solving scheduling problem of flexible manufacturing system, this paper puts forward a FMS scheduling problem where single AGV with two buffers system is to be considered. Such an AGV with two buffers system was replaced with double-buffer AGV system in the next content. To solve FMS scheduling problem with double-buffer AGV system, a mathematical model which integrated double-buffer AGV and jobs was designed. And an improved genetic algorithm is proposed to sequence processing of jobs and the moving path of double-buffer AGV. The experiments made in simulation FMS production line laboratory realized scheduling integration of jobs and AGV, meanwhile, experiments gained processing sequence of jobs on each machine and moving path of AGV. Contrasting results of double-buffer and no-buffer AGV system verified double-buffer AGV system has higher feasibility and effectiveness.

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