Lot-Sizing for a Product Recovery System with Quality-Dependent Recovery Channels

Abstract The importance of sustainable manufacturing has been recognised in recent years and as such, there has been a growing interest in initiatives such as product recovery and remanufacturing. In this paper, we study a product recovery system over an infinite planning horizon, with cycles consisting of multiple fixed-sized production lots followed by multiple fixed-sized recovery lots. Our model provides two channels for recovery – recovery into serviceable items and recovery into components. The inclusion of both recovery channels may allow manufacturers to increase the proportion of returns which they recover, and thus reduce the amount of waste that they generate. We derive expressions for the total cost per time unit for the model and provide formulae for the optimal lot sizes. Bounds are developed to provide upper limits on the optimal numbers of lots per cycle, given a maximum returned inventory capacity. The properties of the model are explored and demonstrated through numerical experiments, in particular we explore the situations in which the use of both recovery channels can lead to cost savings.

[1]  R. Slatcher,et al.  A Social Psychological Perspective on the Links Between Close Relationships and Health , 2017, Current directions in psychological science.

[2]  Alex J. Zautra,et al.  Emotions, stress, and health. , 2003 .

[3]  M. Kemeny An interdisciplinary research model to investigate psychosocial cofactors in disease: Application to HIV-1 pathogenesis , 2003, Brain, Behavior, and Immunity.

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

[5]  A. Steptoe,et al.  Linking Stable and Dynamic Features of Positive Affect to Sleep , 2013, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[6]  Sarah C. E. Stanton,et al.  Affective processes as mediators of links between close relationships and physical health. , 2018, Social and personality psychology compass.

[7]  Harry T. Reis,et al.  Perceived partner responsiveness as an organizing theme for the study of relationships and well-being. , 2012 .

[8]  Tobias Schulz,et al.  A flexibly structured lot sizing heuristic for a static remanufacturing system , 2014 .

[9]  L. Wein,et al.  Inventory Management of Remanufacturable Products , 2000 .

[10]  Ali M. Niknejad,et al.  Optimisation of integrated reverse logistics networks with different product recovery routes , 2014, Eur. J. Oper. Res..

[11]  R. Stawski,et al.  Emotional Reactivity and Mortality: Longitudinal Findings From the VA Normative Aging Study. , 2015, The journals of gerontology. Series B, Psychological sciences and social sciences.

[12]  D. Schrady A deterministic inventory model for reparable items , 1967 .

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

[14]  L. F. Barrett,et al.  Intimacy as an interpersonal process: the importance of self-disclosure, partner disclosure, and perceived partner responsiveness in interpersonal exchanges. , 1998, Journal of personality and social psychology.

[15]  A. Ong,et al.  Affective reactivity to daily stressors is associated with elevated inflammation. , 2015, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

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

[17]  Sheldon Cohen,et al.  Does positive affect influence health? , 2005, Psychological bulletin.

[18]  Jaime L. Napier,et al.  Health psychology: developing biologically plausible models linking the social world and physical health. , 2009, Annual Review of Psychology.

[19]  R. Slatcher,et al.  Perceived Partner Responsiveness Predicts Diurnal Cortisol Profiles 10 Years Later , 2015, Psychological science.

[20]  David A Bennett,et al.  Negative affect and mortality in older persons. , 2003, American journal of epidemiology.

[21]  Gilvan C. Souza,et al.  Multiperiod Remanufacturing Planning With Uncertain Quality of Inputs , 2010, IEEE Transactions on Engineering Management.

[22]  Rand R. Wilcox,et al.  Trimming and Winsorization , 2005 .

[23]  Roy F. Baumeister,et al.  Passion, Intimacy, and Time: Passionate Love as a Function of Change in Intimacy , 1999, Personality and social psychology review : an official journal of the Society for Personality and Social Psychology, Inc.

[24]  K. Richter The EOQ repair and waste disposal model with variable setup numbers , 1996 .

[25]  E. Adam,et al.  Diurnal cortisol slopes and mental and physical health outcomes: A systematic review and meta-analysis , 2017, Psychoneuroendocrinology.

[26]  R. Slatcher,et al.  Marital quality and health: a meta-analytic review. , 2014, Psychological bulletin.

[27]  Craig K. Enders,et al.  A Primer on Maximum Likelihood Algorithms Available for Use With Missing Data , 2001 .

[28]  B R Karney,et al.  Neuroticism, marital interaction, and the trajectory of marital satisfaction. , 1997, Journal of personality and social psychology.

[29]  Hark Hwang,et al.  Deterministic inventory model for recycling system , 2006, J. Intell. Manuf..

[30]  Mohamad Y. Jaber,et al.  The EOQ repair and waste disposal model with switching costs , 2008, Comput. Ind. Eng..

[31]  Knut Richter,et al.  A note on "The EOQ repair and waste disposal model with switching costs" , 2017, Comput. Ind. Eng..

[32]  Kristin L. Sainani,et al.  Dealing with missing data , 2002 .

[33]  J. House,et al.  Social relationships and health. , 1988, Science.

[34]  J. Coan,et al.  Relationships and Health: The Critical Role of Affective Science , 2018 .

[35]  Gao Ya,et al.  Optimal strategies for manufacturing/remanufacturing system with the consideration of recycled products , 2015, Comput. Ind. Eng..

[36]  Mohamad Y. Jaber,et al.  A review of mathematical inventory models for reverse logistics and the future of its modeling: An environmental perspective , 2016 .

[37]  Mohamad Y. Jaber,et al.  A reverse logistics inventory model for plastic bottles , 2014 .

[38]  M. Jaber,et al.  The production, remanufacture and waste disposal model with lost sales , 2009 .

[39]  David M Almeida,et al.  The Wear and Tear of Daily Stressors on Mental Health , 2013, Psychological science.

[40]  Aleksandr Kogan,et al.  To have and to hold: gratitude promotes relationship maintenance in intimate bonds. , 2012, Journal of personality and social psychology.

[41]  Lakdere Benkherouf,et al.  Optimal Control of Production, Remanufacturing and Refurbishing Activities in a Finite Planning Horizon Inventory System , 2016, J. Optim. Theory Appl..

[42]  K. Richter,et al.  An extended production/recycling model with stationary demand and return rates , 2004 .

[43]  Robin I. M. Dunbar,et al.  The brain opioid theory of social attachment: a review of the evidence , 2011 .

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

[45]  J. Kiecolt-Glaser,et al.  Marriage and health: his and hers. , 2001, Psychological bulletin.

[46]  Tamer Boyacı,et al.  The effect of categorizing returned products in remanufacturing , 2004 .

[47]  G. Margolin,et al.  Analysis of the association between marital relationships and health problems: an interactional perspective. , 1992, Psychological bulletin.

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

[49]  Yan Feng,et al.  Heuristics with guaranteed performance bounds for a manufacturing system with product recovery , 2014, Eur. J. Oper. Res..

[50]  G. Miller,et al.  Affective Reactivity to Daily Stress and 20-Year Mortality Risk in Adults With Chronic Illness: Findings From the National Study of Daily Experiences , 2017, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[51]  Xiang Li,et al.  Optimal acquisition and production policy in a hybrid manufacturing/remanufacturing system with core acquisition at different quality levels , 2014, Eur. J. Oper. Res..

[52]  Timothy B. Smith,et al.  Social Relationships and Mortality Risk: A Meta-analytic Review , 2010, PLoS medicine.

[53]  R. Baumeister,et al.  The need to belong: desire for interpersonal attachments as a fundamental human motivation. , 1995, Psychological bulletin.

[54]  P. Shaver,et al.  The Role of Attachment Security in Adolescent and Adult Close Relationships , 2013 .

[55]  John G. Lynch,et al.  Reconsidering Baron and Kenny: Myths and Truths about Mediation Analysis , 2010 .

[56]  Mohamad Y. Jaber,et al.  How many times to remanufacture , 2013 .

[57]  Erwin van der Laan,et al.  Quantitative models for reverse logistics: A review , 1997 .

[58]  Steven Nahmiasj,et al.  A deterministic model for a repairable item inventory system with a finite repair rate , 1979 .

[59]  Ioannis Konstantaras,et al.  Lot-sizing for a single-product recovery system with backordering , 2006 .

[60]  Sarah C. E. Stanton,et al.  Perceived Partner Responsiveness Predicts Better Sleep Quality Through Lower Anxiety , 2017 .

[61]  J. G. Holmes,et al.  Perceived Partner Responsiveness as an Organizing Construct in the Study of Intimacy and Closeness , 2004 .

[62]  Sarah E. Marshall Refuse or Reuse: Managing the Quality of Returns in Product Recovery Systems , 2012 .

[63]  Harry T. Reis,et al.  Good News! Capitalizing on Positive Events in an Interpersonal Context , 2010 .

[64]  A. Ong,et al.  Does Partner Responsiveness Predict Hedonic and Eudaimonic Well-Being? A 10-Year Longitudinal Study. , 2016, Journal of marriage and the family.

[65]  K. Inderfurth Optimal policies in hybrid manufacturing/remanufacturing systems with product substitution , 2004 .

[66]  Christos Zikopoulos,et al.  Remanufacturing lotsizing with stochastic lead-time resulting from stochastic quality of returns , 2017, Int. J. Prod. Res..

[67]  Ioannis Konstantaras,et al.  A note on: Developing an exact solution for an inventory system with product recovery , 2008 .

[68]  R. Teunter Economic ordering quantities for recoverable item inventory systems , 2001 .

[69]  Amy Canevello,et al.  Creating good relationships: responsiveness, relationship quality, and interpersonal goals. , 2010, Journal of personality and social psychology.

[70]  David M. Almeida,et al.  CURRENT DIRECTIONS IN PSYCHOLOGICAL SCIENCE Resilience and Vulnerability to Daily Stressors Assessed via Diary Methods , 2022 .

[71]  A. Rossi Caring and doing for others : social responsibility in the domains of family, work, and community , 2003 .

[72]  Christos Zikopoulos,et al.  Joint optimization of manufacturing/remanufacturing lot sizes under imperfect information on returns quality , 2017, Eur. J. Oper. Res..

[73]  R. Slatcher Marital Functioning and Physical Health: Implications for Social and Personality Psychology , 2010 .

[74]  R. Kessler,et al.  The World Health Organization Composite International Diagnostic Interview short‐form (CIDI‐SF) , 1998 .

[75]  A. Ong,et al.  Perceived partner responsiveness moderates the association between received emotional support and all-cause mortality. , 2013, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[76]  Ilkyeong Moon,et al.  A time-varying lot sizes approach for the economic lot scheduling problem with returns , 2016 .

[77]  R. Slatcher,et al.  Protective Processes Underlying the Links between Marital Quality and Physical Health. , 2017, Current opinion in psychology.

[78]  Bibhas C. Giri,et al.  Optimizing a closed-loop supply chain with manufacturing defects and quality dependent return rate , 2015 .

[79]  A. Hayes Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach , 2013 .

[80]  A. Aron,et al.  Does a Long-Term Relationship Kill Romantic Love? , 2009 .

[81]  Akihiko Mizuno,et al.  Inventory control for a MARKOVIAN remanufacturing system with stochastic decomposition process , 2007 .

[82]  K. Richter,et al.  A production/recycling model with quality consideration , 2006 .

[83]  Xu Chen,et al.  Economic lot scheduling problem in a remanufacturing system with returns at different quality grades , 2018 .

[84]  Rommert Dekker,et al.  Determination of recovery effort for a probabilistic recovery system under various inventory control policies , 2004 .

[85]  J. Crocker,et al.  INTERPERSONAL RELATIONS AND GROUP PROCESSES Creating and Undermining Social Support in Communal Relationships : The Role of Compassionate and Self-Image Goals , 2008 .

[86]  K. Richter The extended EOQ repair and waste disposal model , 1996 .

[87]  P. Pietromonaco,et al.  Attachment and Health-Related Physiological Stress Processes. , 2015, Current opinion in psychology.

[88]  Vedat Verter,et al.  Coordination and Priority Decisions in Hybrid Manufacturing/Remanufacturing Systems , 2006 .

[89]  Mohamad Y. Jaber,et al.  A production/remanufacturing inventory model with price and quality dependant return rate , 2010, Comput. Ind. Eng..

[90]  B. Uchino Social Support and Health: A Review of Physiological Processes Potentially Underlying Links to Disease Outcomes , 2006, Journal of Behavioral Medicine.

[91]  Chun Su,et al.  Buffer allocation for hybrid manufacturing/remanufacturing system considering quality grading , 2014 .

[92]  Samar K. Mukhopadhyay,et al.  Joint procurement and production decisions in remanufacturing under quality and demand uncertainty , 2009 .

[93]  Ruud H. Teunter,et al.  Lot-sizing for inventory systems with product recovery , 2003, Comput. Ind. Eng..

[94]  Ronald Glaser,et al.  Emotions, morbidity, and mortality: new perspectives from psychoneuroimmunology. , 2002, Annual review of psychology.

[95]  Tobias Schulz,et al.  Note on "Heuristics with guaranteed performance bounds for a manufacturing system with product recovery" , 2015, Eur. J. Oper. Res..

[96]  M. Sliwinski,et al.  Affective Reactivity to Daily Stressors and Long-Term Risk of Reporting a Chronic Physical Health Condition , 2013, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[97]  Elaine Wethington,et al.  The Daily Inventory of Stressful Events , 2002, Assessment.