Simultaneous determination of production lot size and process parameters under process deterioration and process breakdown

The purpose of this study is to combine production-inventory management with process-quality design for determining production lot size and process parameters under the possibility of process deterioration and breakdown. The total cost of such an integrated model includes: the combined setup cost (production setup and process resetting), the costs of quality loss, tolerance and mean costs for processes established, a penalty cost for process breakdown and carrying costs for cumulated inventory. The quadratic quality loss function is introduced to assess quality loss within the system. Decision variables include the initial setting (process mean) and process tolerance for process parameters determination, and production lot size for production-inventory management. The cycle time for production-inventory management is assumed to be the same as the resetting cycle for the new process-quality system. The contribution of this study lies in its development of an integrated model that enables process parameters, production lot size, and cycle time to be determined concurrently for quality and economic considerations, and at an earlier time in the process design and production management stage. An example is presented to demonstrate the proposed model.

[1]  Bin Liu,et al.  Analysis of a production-inventory system with machine breakdowns and shutdowns , 1999 .

[2]  G. O. Wesolowsky,et al.  Optimal Control of a Linear Trend Process with Quadratic Loss , 1989 .

[3]  Angus Jeang,et al.  Process mean, process tolerance, and use time determination for product life application under deteriorating process , 2008 .

[4]  L. F. Hauglund,et al.  Least Cost Tolerance Allocation for Mechanical Assemblies with Automated Process Selection , 1990 .

[5]  Abdur Rahim,et al.  Optimal determination of production run and initial settings of process parameters for a deteriorating process , 2007 .

[6]  Bibhas C. Giri,et al.  Production lot sizing with process deterioration and machine breakdown under inspection schedule , 2009 .

[7]  Evan L. Porteus Optimal Lot Sizing, Process Quality Improvement and Setup Cost Reduction , 1986, Oper. Res..

[8]  A Jeang,et al.  Optimal parameters design and maintenance interval for a product with quality and cost considerations , 2009 .

[9]  Viliam Makis,et al.  An EMQ model with inspections and random machine failures , 1998, J. Oper. Res. Soc..

[10]  Gary C. Lin,et al.  Economic lot sizing for an imperfect production system subject to random breakdowns , 2006 .

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

[12]  Angus Jeang,et al.  Optimal tool replacement with nondecreasing tool wear , 1992 .

[13]  Chung-Ho Chen,et al.  Economic manufacturing quantity, optimum process mean, and economic specification limits setting under the rectifying inspection plan , 2007, Eur. J. Oper. Res..

[14]  Jonas C. P. Yu,et al.  Optimal inventory model for items with imperfect quality and shortage backordering , 2007 .

[15]  M A Rahim,et al.  Joint determination of production quantity, inspection schedule, and quality control for an imperfect process with deteriorating products , 2001, J. Oper. Res. Soc..

[16]  Suh-Jenq Yang,et al.  Minimizing the makespan on single-machine scheduling with aging effect and variable maintenance activities , 2010 .

[17]  T. P. M. Pakkala,et al.  DETERMINATION OF AN OPTIMAL SETTING AND PRODUCTION RUN USING TAGUCHI'S LOSS FUNCTION , 1999 .

[18]  Viliam Makis Optimal tool replacement with asymmetric quadratic loss , 1996 .

[19]  John H. Sheesley,et al.  Quality Engineering in Production Systems , 1988 .

[20]  Kamran Moinzadeh,et al.  Analysis of a production/inventory system subject to random disruptions , 1997 .

[21]  M. A. Rahim,et al.  Optimal control of a deteriorating process with a quadratic loss function , 2001 .

[22]  David W. Pentico,et al.  The EPQ with partial backordering and phase-dependent backordering rate , 2011 .

[23]  Angus Jeang,et al.  Tolerance design: Choosing optimal tolerance specifications in the design of machined parts , 1994 .

[24]  S. Ross Introduction to Probability Theory , 2014 .

[25]  Angus Jeang,et al.  Reliable tool replacement policy for quality and cost , 1998, Eur. J. Oper. Res..

[26]  M. A. Rahim,et al.  AN INTEGRATED ECONOMIC DESIGN MODEL FOR QUALITY CONTROL, REPLACEMENT, AND MAINTENANCE , 2001 .

[27]  Chia-Huei Ho,et al.  Exact closed-form solutions for “optimal inventory model for items with imperfect quality and shortage backordering” , 2010 .

[28]  Hui-Ming Wee,et al.  A supplement to the EPQ with partial backordering and phase-dependent backordering rate , 2012 .

[29]  Shey-Huei Sheu,et al.  Simultaneous determination of the optimal production-inventory and product inspection policies for a deteriorating production system , 2001, Comput. Oper. Res..

[30]  Abdur Rahim,et al.  An integrated cost model for production scheduling and perfect maintenance , 2011, Int. J. Math. Oper. Res..

[31]  Soo Y. Chang,et al.  Optimal production run length and inspection schedules in a deteriorating production process , 2001 .

[32]  Mohamed Ben-Daya,et al.  Integrated models in production planning, inventory, quality, and maintenance , 2001 .

[33]  Tadashi Dohi,et al.  Optimal control of preventive maintenance schedule and safety stocks in an unreliable manufacturing environment , 2001 .

[34]  H. Ohta,et al.  An integrated economic model for inventory and quality control problems , 2005 .

[35]  Tonya Boone,et al.  The Impact of Imperfect Processes on Production Run Times , 2000, Decis. Sci..

[36]  A. Seidmann,et al.  Production lot sizing with machine breakdowns , 1992 .

[37]  M. A. Rahim,et al.  An optimal production run for an imperfect production process with allowable shortages and time-varying fraction defective rate , 2006 .

[38]  Angus Jeang Economic production order quantity and quality , 2011 .

[39]  Madhan Shridhar Phadke,et al.  Quality Engineering Using Robust Design , 1989 .

[40]  Heinrich Kuhn,et al.  A dynamic lot sizing model with exponential machine breakdowns , 1997, Eur. J. Oper. Res..

[41]  Roger G. Schroeder,et al.  Operations Management , 2006 .

[42]  Chang Hyun Kim,et al.  An extended optimal lot sizing model with an unreliable machine , 1997 .

[43]  Jasbir S. Arora,et al.  Introduction to Optimum Design , 1988 .

[44]  Kyung S. Park,et al.  Joint Determination of Production Cycle and Inspection Intervals in a Deteriorating Production System , 1991 .

[45]  Tadashi Dohi,et al.  Exact formulation of stochastic EMQ model for an unreliable production system , 2004, J. Oper. Res. Soc..

[46]  Ali Gharbi,et al.  Joint modified block replacement and production/inventory control policy for a failure-prone manufacturing cell , 2011 .

[47]  Morton J. M. Posner,et al.  Production-Inventory Systems with Unreliable Machines , 1994, Oper. Res..

[48]  Liliane Pintelon,et al.  Production Batching with Machine Breakdowns and Safety Stocks , 1992, Oper. Res..

[49]  Ki Ling Cheung,et al.  Joint determination of preventive maintenance and safety stocks in an unreliable production environment , 1997 .

[50]  Kun-Jen Chung Bounds for production lot sizing with machine breakdowns , 1997 .

[51]  A Jeang Production order quantity for economical and quality consideration , 2010 .

[52]  Tonya Boone,et al.  Production economics and process quality: A Taguchi perspective , 2001 .

[53]  Chang Hyun Kim,et al.  An extended EMQ model for a failure prone machine with general lifetime distribution , 1997 .

[54]  Tsu-Pang Hsieh,et al.  A note on "The EPQ with partial backordering and phase-dependent backordering rate" , 2012 .

[55]  C. H. Kim,et al.  An optimal production run length in deteriorating production processes , 1999 .

[56]  Angus Jeang Optimal determination of the process means, process tolerances, and resetting cycle for process planning under process shifting , 2009 .

[57]  Tadashi Dohi,et al.  The Optimal Lot Sizing for Unreliable Economic Manufacturing Model , 1997 .