Profit Maximization by Integrating Production Planning, Maintenance Scheduling, Quality Aspects and Sale Decisions

The objective of this paper is to improve decision systems by integrating production and sales planning with preventive maintenance scheduling taking into account quality aspects of the production system. The concept of age based imperfect maintenance with multiple PM levels and multi-state machine is taken into account. Reduction in the age of machine corresponds to the cost of scheduled PM and also, the cost of machine restoration is linked to the delay in detecting deteriorated condition. In this paper, the mathematical model of the problem and related formulations are presented and evaluation of the various cost components and interacting factors as well as the different aspects of the model complexity are explained. The objective is to maximize total profit. Total cost of the system is the sum of production, inventory, backorder, and set up cost as well as the cost of corrective and preventive maintenance and the income is acquired by selling perfect and imperfect products in different prices. A numerical example is presented and sensitivity of the model to multiple parameters is tested. Based on the results obtained from solving several problems, integrated approach shows between 0.5 to 20 percent improvements compared to the disintegrated models. Such level of increase in the total profit especially in large companies demonstrates the importance of integration.

[1]  Yu Zheng,et al.  Integrating production planning and maintenance: an iterative method , 2014, Ind. Manag. Data Syst..

[2]  Kjetil K. Haugen,et al.  The profit maximizing capacitated lot-size (PCLSP) problem , 2007, Eur. J. Oper. Res..

[3]  T. C. Edwin Cheng,et al.  Single-machine scheduling with periodic maintenance to minimize makespan , 2007, Comput. Oper. Res..

[4]  Yisha Xiang,et al.  Joint optimization of X¯ control chart and preventive maintenance policies: A discrete-time Markov chain approach , 2013, Eur. J. Oper. Res..

[5]  Anis Gharbi,et al.  Age-dependent production planning and maintenance strategies in unreliable manufacturing systems with lost sale , 2007, Eur. J. Oper. Res..

[6]  Neale R. Smith,et al.  A profit-maximizing economic lot scheduling problem with price optimization , 2008, Eur. J. Oper. Res..

[7]  M. A. Rahim JOINT DETERMINATION OF PRODUCTION QUANTITY, INSPECTION SCHEDULE, AND CONTROL CHART DESIGN , 1994 .

[8]  Wen-Ying Wang,et al.  Optimum production and inspection modeling with minimal repair and rework considerations , 2013 .

[9]  Chang Sup Sung,et al.  Optimal production policy for a single-product single-machine problem with intermediate machine inspection allowed , 1992 .

[10]  Ali Gharbi,et al.  Joint production and major maintenance planning policy of a manufacturing system with deteriorating quality , 2013 .

[11]  Divya Pandey,et al.  A methodology for joint optimization for maintenance planning, process quality and production scheduling , 2011, Comput. Ind. Eng..

[12]  S.M.A. Suliman,et al.  Optimization of preventive maintenance schedule and production lot size , 2012 .

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

[14]  Ali Gharbi,et al.  Joint optimal production control/preventive maintenance policy for imperfect process manufacturing cell , 2012 .

[15]  T. Nakagawa A summary of imperfect preventive maintenance policies with minimal repair , 1980 .

[16]  Robert Pellerin,et al.  Joint optimal lot sizing and production control policy in an unreliable and imperfect manufacturing system , 2013 .

[17]  Srinivas Kumar Pinjala,et al.  An empirical investigation on the relationship between business and maintenance strategies , 2006 .

[18]  Mustapha Nourelfath,et al.  Integrating noncyclical preventive maintenance scheduling and production planning for a single machine , 2012 .

[19]  Burak Kazaz,et al.  The impact of process deterioration on production and maintenance policies , 2013, Eur. J. Oper. Res..

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

[21]  David F. Percy,et al.  Determining economical maintenance intervals , 2000 .

[22]  M. A. Rahim,et al.  Economic design of x -control charts under Weibull shock models , 1988 .

[23]  Mustapha Nourelfath,et al.  An aggregation method for performance evaluation of a tandem homogenous production line with machines having multiple failure modes , 2010, Reliab. Eng. Syst. Saf..

[24]  L. Gavrilov,et al.  The reliability theory of aging and longevity. , 2001, Journal of theoretical biology.

[25]  Shib Sankar Sana,et al.  A mathematical model on EPQ for stochastic demand in an imperfect production system , 2013 .

[26]  C. Richard Cassady,et al.  Minimizing Job Tardiness Using Integrated Preventive Maintenance Planning and Production Scheduling , 2003 .