Title :
Production planning in dynamic cellular manufacturing system using optimization of cell reconfiguration planning time horizon with uncertain demand
Author :
Wanyu Li ; Leyi Hu ; Murata, Takafumi
Author_Institution :
Grad. Sch. of Inf., Production & Syst., Waseda Univ., Kitakyushu, Japan
Abstract :
This paper presents a mathematical model for solving a production planning (PP) problem in dynamic cell manufacturing system (DCMS) with uncertain demand. One of the characteristics of the DCMS is the reconfiguration, which is the number of machines in each manufacturing cell is allowed to change over a particular planning horizon. Consequently, the DCMS is more flexible, but complicated in determining an optimal solution, especially with the uncertain demand that confuses the accuracy of the optimization in traditional way. Therefore optimal planning time horizon is introduced as a distinguishing decision variable to handle the penalty from the uncertainty of the demand. The developed model is mixed integer non-linear equations. Numerical example is presented to show the performance of the method, where traditional DCMSs PP is employed for comparison. Improvement rate map has been drawn to illustrate the benefit zone for new method.
Keywords :
cellular manufacturing; integer programming; nonlinear equations; production planning; cell reconfiguration planning time horizon; dynamic cell manufacturing system; dynamic cellular manufacturing system; mathematical model; mixed integer nonlinear equations; optimal planning time horizon; optimal solution; optimization; production planning problem; uncertain demand; Cellular manufacturing; Mathematical model; Optimization; Planning; Production planning; Sensitivity analysis; Cell manufacturing system; Dynamic cell reconfiguration; Optimal planning time horizon; Production planning; Uncertain demand;
Conference_Titel :
Automation and Logistics (ICAL), 2011 IEEE International Conference on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4577-0301-0
Electronic_ISBN :
2161-8151
DOI :
10.1109/ICAL.2011.6024764