Integrating noncyclical preventive maintenance scheduling and production planning for a single machine

This paper deals with the problem of integrating noncyclical preventive maintenance and tactical production planning for a single machine. We are given a set of products that must be produced in lots during a specified finite planning horizon. The maintenance policy suggests possible preventive replacements at the beginning of each production planning period, and minimal repair at machine failure. The proposed model determines simultaneously the optimal production plan and the instants of preventive maintenance actions. The objective is to minimize the sum of preventive and corrective maintenance costs, setup costs, holding costs, backorder costs and production costs, while satisfying the demand for all products over the entire horizon. The problem is solved by comparing the results of several multi-product capacitated lot-sizing problems. The value of the integration and that of using noncyclical preventive maintenance when the demand varies from one period to another are illustrated through a numerical example and validated by a design of experiment. The later has shown that the integration of maintenance and production planning can reduce the total maintenance and production cost and the removal of periodicity constraint is directly affected by the demand fluctuation and can also reduce the total maintenance and production cost.

[1]  Manfredi Bruccoleri,et al.  Production Planning in Production Networks: Models for Medium and Short-term Planning , 2008 .

[2]  El Houssaine Aghezzaf,et al.  An integrated production and preventive maintenance planning model , 2007, Eur. J. Oper. Res..

[3]  Lin Li,et al.  Option model for joint production and preventive maintenance system , 2009 .

[4]  Chen-Hua Chung,et al.  Integrating maintenance and production decisions in a hierarchical production planning environment , 1999, Comput. Oper. Res..

[5]  M.C. Fu,et al.  Optimal preventive maintenance scheduling in semiconductor manufacturing , 2004, IEEE Transactions on Semiconductor Manufacturing.

[6]  Mustapha Nourelfath,et al.  An Integrated Model for Production and Preventive Maintenance Planning in Multi-State Systems , 2010, IEEE Transactions on Reliability.

[7]  Gregory Levitin,et al.  Optimization of imperfect preventive maintenance for multi-state systems , 2000, Reliab. Eng. Syst. Saf..

[8]  Lionel Amodeo,et al.  Bi-Objective Ant Colony Optimization approach to optimize production and maintenance scheduling , 2010, Comput. Oper. Res..

[9]  C. Richard Cassady,et al.  Genetic algorithms for integrated preventive maintenance planning and production scheduling for a single machine , 2005, Comput. Ind..

[10]  El Houssaine Aghezzaf,et al.  Integrated production planning and preventive maintenance in deteriorating production systems , 2008, Inf. Sci..

[11]  Hing Kai Chan,et al.  A modified genetic algorithm approach for scheduling of perfect maintenance in distributed production scheduling , 2009, Eng. Appl. Artif. Intell..

[12]  Amik Garg,et al.  Maintenance management: literature review and directions , 2006 .

[13]  Dong-Ping Song,et al.  Production and preventive maintenance control in a stochastic manufacturing system , 2009 .

[14]  C. Richard Cassady,et al.  Integrating preventive maintenance planning and production scheduling for a single machine , 2005, IEEE Transactions on Reliability.

[15]  Sai Ho Chung,et al.  Optimization of system reliability in multi-factory production networks by maintenance approach , 2009, Expert Syst. Appl..

[16]  Frits C. R. Spieksma,et al.  Modeling and solving the periodic maintenance problem , 2006, Eur. J. Oper. Res..

[17]  Rommert Dekker,et al.  A review of planning models for maintenance and production , 2006 .

[18]  Nidhal Rezg,et al.  Simultaneous determination of production lot size and preventive maintenance schedule for unreliable production system , 2008 .

[19]  W. J. Selen,et al.  A production model and maintenance planning model for the process industry , 1996 .