TY - GEN
T1 - Production planning in dynamic cellular manufacturing system using optimization of cell reconfiguration planning time horizon with uncertain demand
AU - Li, Wanyu
AU - Hu, Leyi
AU - Murata, Tomohiro
PY - 2011/10/13
Y1 - 2011/10/13
N2 - 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.
AB - 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.
KW - Cell manufacturing system
KW - Dynamic cell reconfiguration
KW - Optimal planning time horizon
KW - Production planning
KW - Uncertain demand
UR - http://www.scopus.com/inward/record.url?scp=80053653119&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=80053653119&partnerID=8YFLogxK
U2 - 10.1109/ICAL.2011.6024764
DO - 10.1109/ICAL.2011.6024764
M3 - Conference contribution
AN - SCOPUS:80053653119
SN - 9781457703010
T3 - IEEE International Conference on Automation and Logistics, ICAL
SP - 466
EP - 470
BT - 2011 IEEE International Conference on Automation and Logistics, ICAL 2011
T2 - 2011 IEEE International Conference on Automation and Logistics, ICAL 2011
Y2 - 15 August 2011 through 16 August 2011
ER -