Inventory Models for Spare Parts Management: A Review

The spare parts inventory is a necessity to ensure the continuity of services. Unwanted service interruptions caused by failures can have serious consequences for human and financial levels. Analytical models begin to look to the random nature of inventory problems. Despite the existence of a wide variety of inventory management models, inventory management of spare parts is a major challenge for organizations. Some authors have integrated the principle of risk of shortage in their different models based on probabilistic and graphical models. This article is in the form of a literature review on models of spare parts management. In this article, we have presented first methods of identification and classification of parts, the approaches of estimation and identification of spare parts needs. Afterwards, we have moved to probabilistic models for spare parts management, among these models, there are models that take aim minimize and master the risk of shortages.

[1]  John Gulick,et al.  Naven. By Gregory Bateson. 2d. ed. Stanford, California: Stanford University Press, 1958. 312 pp., 28 plates. $6.00 , 1959 .

[2]  H. Scarf THE OPTIMALITY OF (S,S) POLICIES IN THE DYNAMIC INVENTORY PROBLEM , 1959 .

[3]  L. Joseph Thomas,et al.  Inventory Control with Probabilistic Demand and Periodic Withdrawals , 1972 .

[4]  Ruhul A. Sarker,et al.  Optimization of maintenance and spare provisioning policy using simulation , 2000 .

[5]  R. Quintana,et al.  Lumpy demand forecasting using neural networks , 2001, PICMET '01. Portland International Conference on Management of Engineering and Technology. Proceedings Vol.1: Book of Summaries (IEEE Cat. No.01CH37199).

[6]  Manoranjan Maiti,et al.  MULTI-ITEM INVENTORY MODEL WITH PROBABILISTIC PRICE DEPENDENT DEMANDAND IMPRECISE GOAL AND CONSTRAINTS , 2001 .

[7]  S. KAR MULTI-ITEM INVENTORY MODEL WITH PROBABILISTIC PRICE DEPENDENT DEMAND AND IMPRECISE GOAL AND CONSTRAINTS , 2001 .

[8]  T. P. M. Pakkala,et al.  A Bayesian approach to a dynamic inventory model under an unknown demand distribution , 2002, Comput. Oper. Res..

[9]  Murugan Anandarajan,et al.  Classifying inventory using an artificial neural network approach , 2002 .

[10]  Dominique Siegel Un modèle d’aide au pilotage en gestion de production pour mieux gérer l’entreprise , 2003 .

[11]  Geneviève Warland L’Histoire de l’Europe de Henri Pirenne : Genèse de l’œuvre et représentation en miroir de l’Allemagne et de la Belgique , 2004 .

[12]  Herbert E. Scarf,et al.  Optimal Policies for a Multi-Echelon Inventory Problem , 1960, Manag. Sci..

[13]  Rob J. Hyndman,et al.  Exponential smoothing models: Means and variances for lead-time demand , 2004, Eur. J. Oper. Res..

[14]  Rommert Dekker,et al.  Inventory control of spare parts using a Bayesian approach: A case study , 1999, Eur. J. Oper. Res..

[15]  Hala A. Fergany Periodic Review Probabilistic Multi-Item Inventory System with Zero Lead Time under Constraints and Varying Order Cost , 2005 .

[16]  Timothy S. Vaughan,et al.  Production , Manufacturing and Logistics Failure replacement and preventive maintenance spare parts ordering policy , 2004 .

[17]  Claver Diallo,et al.  Développement d'un modèle d'identification et de gestion des pièces de rechange , 2006 .

[18]  Manoranjan Maiti,et al.  MULTI-ITEM FUZZY INVENTORY MODEL FOR DETERIORATING ITEMS WITH FINITE TIME-HORIZON AND TIME-DEPENDENT DEMAND , 2006 .

[19]  Ramakrishnan Ramanathan,et al.  ABC inventory classification with multiple-criteria using weighted linear optimization , 2006, Comput. Oper. Res..

[20]  P.-E. Hagmark,et al.  Risk evaluation of a spare part stock by stochastic simulation , 2006 .

[21]  Ching-Ter Chang,et al.  A seasonal demand inventory model with variable lead time and resource constraints , 2007 .

[22]  Peng Sun,et al.  Risk Aversion in Inventory Management , 2007, Oper. Res..

[23]  G. J. Houtum,et al.  Effect of commonality on spare parts provisioning costs for capital goods , 2007 .

[24]  V. Labbe Effet de l’association budésonide-formotérol sur les productions de TNF-α et MCP-1 induites par du LPS dans un modèle de parenchyme pulmonaire , 2008 .

[25]  O. G. Akanbi,et al.  An inflation-based maintenance profitability model , 2008 .

[26]  Julian B. Speck,et al.  A RISK BASED METHODOLOGY FOR SPARE PARTS INVENTORY OPTIMISATION , 2008 .

[27]  Aris A. Syntetos,et al.  Classification for forecasting and stock control: a case study , 2008, J. Oper. Res. Soc..

[28]  A. Solis,et al.  Lumpy demand forecasting using neural networks , 2001, PICMET '01. Portland International Conference on Management of Engineering and Technology. Proceedings Vol.1: Book of Summaries (IEEE Cat. No.01CH37199).

[29]  Keith W. Hipel,et al.  A case-based distance model for multiple criteria ABC analysis , 2008, Comput. Oper. Res..

[30]  Bruno Durand Les magasins de proximité : un atout logistique pour l’épicerie en ligne , 2008 .

[31]  Magdi S. Moustafa,et al.  Availability of deteriorating system under inspection and maintenance strategies , 2009 .

[32]  Grzegorz Michalski,et al.  Value based management approach in inventory management , 2009 .

[33]  Robert Pellerin,et al.  A production rate control policy for stochastic repair and remanufacturing systems , 2009 .

[34]  Grzegorz Michalski,et al.  Inventory Management Optimization as Part of Operational Risk Management , 2009 .

[35]  Tongdan Jin,et al.  Spare parts inventory control considering stochastic growth of an installed base , 2009, Comput. Ind. Eng..

[36]  Matthieu van der Heijden,et al.  Joint optimisation of spare part inventory, maintenance frequency and repair capacity for k-out-of-N systems , 2009 .

[37]  Tarkan Tan,et al.  Heuristics for multi-item two-echelon spare parts inventory control problem with batch ordering in the central warehouse , 2010 .

[38]  Wang Taosheng,et al.  Research on Inventory Optimization Model of Spare Parts under Zero-Out-of-Stock Constraint , 2010, 2010 International Conference on Optoelectronics and Image Processing.

[39]  Patrice Aknin,et al.  Optimisation par algorithme génétique de la maintenance préventive dans un contexte de modélisation par modèles graphiques probabilistes , 2010 .

[40]  Tarkan Tan,et al.  An exact solution procedure for multi-item two-echelon spare parts inventory control problem with batch ordering in the central warehouse , 2010, Oper. Res. Lett..

[41]  Singh Sarbjit,et al.  Profit Maximizing Probabilistic Inventory Model under the Effect of Permissible Delay , 2010 .

[42]  Mladen Bošnjaković MULTICRITERIA INVENTORY MODEL FOR SPARE PARTS , 2010 .

[43]  Aris A. Syntetos,et al.  MODELLING SPARE PARTS' DEMAND: AN EMPIRICAL INVESTIGATION , 2010 .

[44]  Mladen Bošnjaković Višekriterijski model skladištenja rezervnih dijelova , 2010 .

[45]  Willem van Jaarsveld Estimating obsolescence risk from demand data - a case study , 2010 .

[46]  Ilya Levner,et al.  Modeling Multi-Echelon Multi-Supplier Repairable Inventory Systems with Backorders , 2010 .

[47]  Florent Brissaud,et al.  Modelling failure rates according to time and influencing factors , 2011 .

[48]  Willem van Jaarsveld,et al.  Estimating obsolescence risk from demand data to enhance inventory control—A case study , 2011 .

[49]  Chenxi Zhou,et al.  Comparison of a new bootstrapping method with parametric approaches for safety stock determination in service parts inventory systems , 2011 .

[50]  Dragan Banjevic,et al.  Optimization models for critical spare parts inventories—a reliability approach , 2011, J. Oper. Res. Soc..

[51]  Ouajdi Korbaa,et al.  SPARE PARTS INVENTORY SYSTEMS UNDER AN INCREASING FAILURE RATE DEMAND INTERVAL DISTRIBUTION , 2011 .

[52]  Ruud H. Teunter,et al.  Intermittent demand: Linking forecasting to inventory obsolescence , 2011, Eur. J. Oper. Res..

[53]  Wenbin Wang,et al.  A joint spare part and maintenance inspection optimisation model using the Delay-Time concept , 2011, Reliab. Eng. Syst. Saf..

[54]  Bassem Jarboui,et al.  A variable neighborhood search for the multi-product inventory routing problem , 2012, Electron. Notes Discret. Math..

[55]  Wenbin Wang,et al.  A stochastic model for joint spare parts inventory and planned maintenance optimisation , 2012, Eur. J. Oper. Res..

[56]  Rainer Lasch,et al.  An Integrated Logistics Model of Spare Parts Maintenance Planning within the Aviation Industry , 2012 .

[57]  Yves Dallery,et al.  Including sustainability criteria into inventory models , 2012, Eur. J. Oper. Res..

[58]  Serap Akcan,et al.  Calculation of Reorder Point Level under Stochastic Parameters: A Case Study in Healthcare Area , 2012 .

[59]  M. Z. Babai,et al.  On the demand distributions of spare parts , 2012 .

[60]  Robert Pellerin,et al.  (Q, S) models for inventory policy with random component procurement lead times , 2013, Proceedings of 2013 International Conference on Industrial Engineering and Systems Management (IESM).

[61]  Cindy Zawadzki La maîtrise du risque de fraude par des mécanismes informels , 2013 .

[62]  Nouha Ghorbel Gestion des réapprovisionnements périodiques de pièces de rechange sous incertitudes pour le MCO de parcs de matériels : maîtrise du risque de rupture des stocks , 2013 .

[63]  A. Subash Babu,et al.  A model to derive software maintenance policy decision , 2013 .

[64]  Giovanni Virgilli,et al.  E-maintenance for household and similar appliances , 2013 .

[65]  Ouajdi Korbaa,et al.  On the performance of the base-stock inventory system under a compound Erlang demand distribution , 2013, Comput. Ind. Eng..

[66]  Min-Tsai Lai,et al.  Optimum number of minimal repairs for a system under increasing failure rate shock model with cumulative repair-cost limit , 2013 .

[67]  Sofia Panagiotidou,et al.  Joint optimization of spare parts ordering and maintenance policies for multiple identical items subject to silent failures , 2014, Eur. J. Oper. Res..

[68]  Stefan Petersson,et al.  Centralization of inventory management for spare parts , 2014 .

[69]  Trailokyanath Singh,et al.  An Inventory Model for Deteriorating Items with Exponential Declining Demand and Time-Varying Holding Cost , 2014 .

[70]  Driss Bouami,et al.  Decision making in maintenance using analytical hierarchy process and time-driven activity based costing , 2014 .

[71]  A. E. Mhamedi,et al.  Bayesian approach for spare parts replenishment policies under uncertainties , 2014 .

[72]  Fei Zhang,et al.  Inventory management for spare parts on engineering machinery , 2015, 2015 Chinese Automation Congress (CAC).

[73]  C. Million-Rousseau,et al.  Retour d’expérience sur la gestion sémantique de la base ARIA , 2015 .

[74]  Panagiotis H. Tsarouhas Evaluation of maintenance management through the overall equipment effectiveness of a yogurt production line in a medium-sized Italian company , 2015 .

[75]  Henri Arnoux Pièces de rechange en maintenance , 2015, Maintenance.

[76]  Robert Piche,et al.  A survey of fingerprinting and parametric fingerprint-positioning methods , 2015 .

[77]  A. El Mhamedi,et al.  Forward management of spare parts stock shortages via causal reasoning using reinforcement learning , 2015 .

[78]  Matthieu van der Heijden,et al.  An approximate approach for the joint problem of level of repair analysis and spare parts stocking , 2015, Ann. Oper. Res..

[79]  Nita H. Shah,et al.  Deteriorating Inventory Model under Permissible Delay in Payments and Fuzzy Environment , 2016 .

[80]  Rainer Lasch,et al.  Condition-Based Maintenance Planning Within the Aviation Industry , 2016 .

[81]  Ali Kokangul,et al.  Optimizing nurse capacity in a teaching hospital neonatal intensive care unit , 2017, Health care management science.