Simulation Based Clearing Functions For A Model Of Order Release Planning

In capacitated production systems at high utilization there exists a nonlinear relationship between the orders which are in process and the output. This nonlinear relationship can be described by nonlinear Clearing Functions. We show how a Clearing function will be estimated and integrate it into a model of order releases planning. We compare our model with two inventory management policies under different demand conditions.

[1]  Armin Scholl,et al.  Robuste Planung und Optimierung , 2001 .

[2]  R. Uzsoy,et al.  An Experimental Comparison of Production Planning Using Clearing Functions and Iterative Linear Programming-Simulation Algorithms , 2012, IEEE Transactions on Semiconductor Manufacturing.

[3]  David D. Yao,et al.  A Supply Network Model with Base-Stock Control and Service Requirements , 2000, Oper. Res..

[4]  Frank Herrmann Operative Planung in IT-Systemen für die Produktionsplanung und -steuerung , 2011 .

[5]  Reha Uzsoy,et al.  An Exploratory Analysis of Two Iterative Linear Programming—Simulation Approaches for Production Planning , 2010, IEEE Transactions on Semiconductor Manufacturing.

[6]  Reha Uzsoy,et al.  Planning Production and Inventories in the Extended Enterprise , 2011 .

[7]  John A. Buzacott,et al.  Stochastic models of manufacturing systems , 1993 .

[8]  Joseph A. Orlicky,et al.  Material Requirements Planning: The New Way of Life in Production and Inventory Management , 1975 .

[9]  Matthias Lautenschläger,et al.  Modelling lead times depending on capacity utilization , 1998 .

[10]  Reha Uzsoy,et al.  Production planning with resources subject to congestion , 2009 .

[11]  F. Lange,et al.  Belastungsorientierte Ansätze in der Produktionsplanung , 2021, Produktionsplanung und -steuerung.

[12]  R. Uzsoy,et al.  Tractable nonlinear production planning models for semiconductor wafer fabrication facilities , 2006, IEEE Transactions on Semiconductor Manufacturing.

[13]  Robert J. Vanderbei,et al.  Robust Optimization of Large-Scale Systems , 1995, Oper. Res..

[14]  Arnoldo C. Hax,et al.  Hierarchical integration of production planning and scheduling , 1973 .

[15]  M. D. Byrne,et al.  Production planning using a hybrid simulation – analytical approach , 1999 .

[16]  R. C. Leachman,et al.  A production planning methodology for semiconductor manufacturing based on iterative simulation and linear programming calculations , 1996 .

[17]  David L. Woodruff,et al.  Production planning with load dependent lead times: an update of research , 2007, Ann. Oper. Res..

[18]  Sooyoung Kim,et al.  Extended model for a hybrid production planning approach , 2001 .

[19]  David L. Woodruff,et al.  Introduction to Computational Optimization Models for Production Planning in a Supply Chain , 2003 .

[20]  Reha Uzsoy,et al.  Estimating clearing functions from simulation data , 2010, Proceedings of the 2010 Winter Simulation Conference.

[21]  Laureano F. Escudero,et al.  Production planning via scenario modelling , 1993, Ann. Oper. Res..

[22]  Jan Karel Lenstra,et al.  Linear programming models with planned lead times for supply chain operations planning , 2005, Eur. J. Oper. Res..

[23]  Wallace J. Hopp,et al.  Factory physics : foundations of manufacturing management , 1996 .

[24]  Hubert Missbauer,et al.  Aggregate order release planning for time-varying demand , 2002 .

[25]  A. Srinivasan,et al.  Resource Pricing And Aggregate Scheduling In Manufacturing Systems , 1988 .

[26]  Angappa Gunasekaran,et al.  Waiting line model applications in manufacturing , 1998 .

[27]  David L. Woodruff,et al.  Production planning with load dependent lead times , 2005, 4OR.

[28]  Stephen C. Graves,et al.  A Tactical Planning Model for a Job Shop , 1986, Oper. Res..

[29]  Robert C. Leachman,et al.  A general framework for modeling production , 1989 .

[30]  Reha Uzsoy,et al.  Production planning with loaddependent lead times and safety stocks for a single product , 2011 .