Fuzzy multi-objective recoverable remanufacturing planning decisions involving multiple components and multiple machines

Abstract The demand for customization is gradually increasing given that recycled materials no longer meet customer demands for new products. Meeting the needs of a particular customer may require release of numerous new materials and recycled materials to minimize both total production costs and total CO2 emissions. The lot-sizing production-to-order problem is to optimize the lot size for each potential lot release. This study focuses on the relationship between new materials and recycled materials under varying production cost, machine yield and capacity and energy consumption. Fuzzy multi-objective linear programming (FMOLP) models are used to analyze factors in the relative cost-effectiveness and CO2 emissions. The proposed model evaluates cost-effectiveness and CO2 emissions and integrates multi-component and multi-machine functions for remanufacturing systems. The analytical results can help managers during decision making by enabling systematic analysis of the potential cost-effectiveness of recoverable remanufacturing.

[1]  Gregory C. Smith,et al.  Disassembly sequence structure graphs: An optimal approach for multiple-target selective disassembly sequence planning , 2012, Adv. Eng. Informatics.

[2]  Karl R. Haapala,et al.  Development of a cost model and its application in determining optimal size of a diesel engine remanufacturing facility , 2010 .

[3]  H. Wee,et al.  Green-component life-cycle value on design and reverse manufacturing in semi-closed supply chain , 2008 .

[4]  Carsten Franke,et al.  Process and Facility Planning for Mobile Phone Remanufacturing , 2004 .

[5]  Samir K. Srivastava,et al.  Green Supply-Chain Management: A State-of-the-Art Literature Review , 2007 .

[6]  Hark Hwang,et al.  A generalized ordering and recovery policy for reusable items , 2007, Eur. J. Oper. Res..

[7]  Russell E. King,et al.  Inventory optimization in a one product recoverable manufacturing system , 2010 .

[8]  Surendra M. Gupta,et al.  Remanufacturing Modeling and Analysis , 2012 .

[9]  Carsten Franke,et al.  Remanufacturing of mobile phones—capacity, program and facility adaptation planning , 2006 .

[10]  Guoqing Zhang,et al.  Optimal production planning for a multi-product closed loop system with uncertain demand and return , 2011, Comput. Oper. Res..

[11]  R. W. Grubbström,et al.  Planned lead time determination in a make-to-order remanufacturing system , 2007 .

[12]  Mohamad Y. Jaber,et al.  Lot sizing for a recoverable product with inspection and sorting , 2010, Comput. Ind. Eng..

[13]  Knut Richter,et al.  Remanufacturing planning for the reverse Wagner/Whitin models , 2000, Eur. J. Oper. Res..

[14]  Yan Feng,et al.  A new lot-sizing heuristic for manufacturing systems with product recovery , 2011 .

[15]  E. A. van deLaan,et al.  Production planning and inventory control with remanufacturing and disposal , 1997 .

[16]  W. C. Benton,et al.  Supply-Chain Management for Recoverable Manufacturing Systems , 2000, Interfaces.

[17]  Yongsheng Zhou,et al.  Generic Model of Reverse Logistics Network Design , 2008 .

[18]  Yongjian Li,et al.  Heuristic genetic algorithm for capacitated production planning problems with batch processing and remanufacturing , 2007 .

[19]  Ruud H. Teunter,et al.  Optimal core acquisition and remanufacturing policies under uncertain core quality fractions , 2011, Eur. J. Oper. Res..

[20]  R. Tiwari,et al.  Fuzzy goal programming- an additive model , 1987 .

[21]  Xiaoqiang Cai,et al.  Robust optimal policies of production and inventory with uncertain returns and demand , 2011 .

[22]  Saman Hassanzadeh Amin,et al.  An integrated model for closed-loop supply chain configuration and supplier selection: Multi-objective approach , 2012, Expert Syst. Appl..

[23]  Omar Viera,et al.  The economic lot-sizing problem with remanufacturing and one-way substitution , 2010 .

[24]  V. Daniel,et al.  Scheduling with priority dispatching rules and drum-buffer-rope in a recoverable manufacturing system , 1997 .

[25]  Hülya Behret,et al.  Performance analysis of a hybrid system under quality impact of returns , 2009, Comput. Ind. Eng..

[26]  Hui-Ming Wee,et al.  Short life-cycle deteriorating product remanufacturing in a green supply chain inventory control system , 2011 .

[27]  K. Richter,et al.  The reverse Wagner/Whitin model with variable manufacturing and remanufacturing cost , 2001 .

[28]  Imre Dobos,et al.  Optimal production-inventory strategies for a HMMS-type reverse logistics system , 2003 .

[29]  V. Daniel R. Guide,et al.  Optimal Order Quantities with Remanufacturing Across New Product Generations , 2006 .

[30]  Baptiste Lebreton,et al.  A quantitative approach to assessing the profitability of car and truck tire remanufacturing , 2006 .

[31]  Bongju Jeong,et al.  Supply planning model for remanufacturing system in reverse logistics environment , 2006, Comput. Ind. Eng..

[32]  Kuo-Ming Chao,et al.  Selective disassembly planning for waste electrical and electronic equipment with case studies on liquid crystaldisplays , 2013 .

[33]  Rajesh Srivastava,et al.  Scheduling policies for remanufacturing , 1997 .

[34]  Carlton H. Scott,et al.  Model for the allocation of electronics components to reuse options , 2004 .

[35]  Hark Hwang,et al.  An optimal ordering and recovery policy for reusable items , 2002 .

[36]  Rommert Dekker,et al.  An investigation of lead-time effects in manufacturing/remanufacturing systems under simple PUSH and PULL control strategies , 1999, Eur. J. Oper. Res..

[37]  Ioannis Konstantaras,et al.  Lot sizing for a single product recovery system with variable setup numbers , 2010, Eur. J. Oper. Res..

[38]  Russell E. King,et al.  Life cycle inventory policy characterizations for a single-product recoverable system , 2010 .

[39]  Wen-Hsien Tsai,et al.  Applying a mathematical programming approach for a green product mix decision , 2012 .

[40]  Ruud H. Teunter,et al.  Inventory control of service parts in the final phase: A central depot and repair kits , 2002, Eur. J. Oper. Res..

[41]  Richard Bellman,et al.  Decision-making in fuzzy environment , 2012 .

[42]  Ou Tang,et al.  Applying the minimum relative entropy method for bimodal distribution in a remanufacturing system , 2008 .

[43]  Nils Brunsson My own book review : The Irrational Organization , 2014 .

[44]  E. Hannan Linear programming with multiple fuzzy goals , 1981 .

[45]  Gp Gudrun Kiesmüller Optimal control of a one product recovery system with leadtimes , 2003 .

[46]  Patroklos Georgiadis,et al.  Flexible long-term capacity planning in closed-loop supply chains with remanufacturing , 2013, Eur. J. Oper. Res..

[47]  Ioannis Konstantaras,et al.  Note on: An optimal ordering and recovery policy for reusable items , 2008, Comput. Ind. Eng..

[48]  Vaidyanathan Jayaraman,et al.  Production planning for closed-loop supply chains with product recovery and reuse: an analytical approach , 2006 .