Citations (97)
Keep up to date with the latest research on this topic with citation updates for this article.
Read on this site (22)
Archana Sasi & Thiruselvan Subramanian. (2022) Comparative analysis of ARIMA and double exponential smoothing for forecasting rice sales in fair price shop. Journal of Statistics and Management Systems 25:7, pages 1601-1619.
Read now
Read now
Josef Schosser. (2022) Tensor extrapolation: Forecasting large-scale relational data. Journal of the Operational Research Society 73:5, pages 969-978.
Read now
Read now
Xiaoqian Wang, Yanfei Kang, Fotios Petropoulos & Feng Li. (2022) The uncertainty estimation of feature-based forecast combinations. Journal of the Operational Research Society 73:5, pages 979-993.
Read now
Read now
M. Zied Babai, John E. Boylan & Bahman Rostami-Tabar. (2022) Demand forecasting in supply chains: a review of aggregation and hierarchical approaches. International Journal of Production Research 60:1, pages 324-348.
Read now
Read now
Peng Jiang, Yibin Huang & Xiao Liu. (2021) Intermittent demand forecasting for spare parts in the heavy-duty vehicle industry: a support vector machine model. International Journal of Production Research 59:24, pages 7423-7440.
Read now
Read now
Leonardo Galli, Tommaso Levato, Fabio Schoen & Luca Tigli. (2021) Prescriptive analytics for inventory management in health care. Journal of the Operational Research Society 72:10, pages 2211-2224.
Read now
Read now
Oktay Karabağ & M. Murat Fadıloğlu. (2021) Augmented Winter's method for forecasting under asynchronous seasonalities. Journal of Management Analytics 8:1, pages 19-35.
Read now
Read now
M. Hasni, M.S. Aguir, M.Z. Babai & Z. Jemai. (2019) Spare parts demand forecasting: a review on bootstrapping methods. International Journal of Production Research 57:15-16, pages 4791-4804.
Read now
Read now
Ville Sillanpää & Juuso Liesiö. (2018) Forecasting replenishment orders in retail: value of modelling low and intermittent consumer demand with distributions. International Journal of Production Research 56:12, pages 4168-4185.
Read now
Read now
Layth C. Alwan & Christian H. Weiß. (2017) INAR implementation of newsvendor model for serially dependent demand counts. International Journal of Production Research 55:4, pages 1085-1099.
Read now
Read now
Xiao Liu & Loon Ching Tang. (2016) Reliability analysis and spares provisioning for repairable systems with dependent failure processes and a time-varying installed base. IIE Transactions 48:1, pages 43-56.
Read now
Read now
Aris A Syntetos, Mohamed Zied Babai & Shuxin Luo. (2015) Forecasting of compound Erlang demand. Journal of the Operational Research Society 66:12, pages 2061-2074.
Read now
Read now
Chen Qian & Ching-Yuen Chan. (2015) A new production approach for compensating forecast error and customer loss in waiting. International Journal of Production Research 53:5, pages 1325-1336.
Read now
Read now
J E Boylan, H Chen, M Mohammadipour & A Syntetos. (2014) Formation of seasonal groups and application of seasonal indices. Journal of the Operational Research Society 65:2, pages 227-241.
Read now
Read now
Matthew Downing, Max Chipulu, Udechukwu Ojiako & Dinos Kaparis. (2014) Advanced inventory planning and forecasting solutions: a case study of the UKTLCS Chinook maintenance programme. Production Planning & Control 25:1, pages 73-90.
Read now
Read now
S Cannella, A P Barbosa-Póvoa, J M Framinan & S Relvas. (2013) Metrics for bullwhip effect analysis. Journal of the Operational Research Society 64:1, pages 1-16.
Read now
Read now
A.A. Syntetos, M.Z. Babai & N. Altay. (2012) On the demand distributions of spare parts. International Journal of Production Research 50:8, pages 2101-2117.
Read now
Read now
Matthew Downing, Max Chipulu, Udechukwu Ojiako & Konstantinos Kaparis. (2011) Supply chain forecasting for the UK Chinook fleet. OR Insight 24:2, pages 110-130.
Read now
Read now
A A Syntetos, N C Georgantzas, J E Boylan & B C Dangerfield. (2011) Judgement and supply chain dynamics. Journal of the Operational Research Society 62:6, pages 1138-1158.
Read now
Read now
J W Taylor. (2011) Multi-item sales forecasting with total and split exponential smoothing. Journal of the Operational Research Society 62:3, pages 555-563.
Read now
Read now
P H Franses & R Legerstee. (2011) Experts' adjustment to model-based SKU-level forecasts: does the forecast horizon matter?. Journal of the Operational Research Society 62:3, pages 537-543.
Read now
Read now
M M Ali & J E Boylan. (2011) Feasibility principles for Downstream Demand Inference in supply chains. Journal of the Operational Research Society 62:3, pages 474-482.
Read now
Read now
Articles from other publishers (75)
Hakizimana Alain & Wilson MusoniDr.Dr.. (2024) Implementation of ABC - XYZ Analysis on Business Inventory Management using Machine Learning Model Technology By IJISRT. International Journal of Innovative Science and Research Technology (IJISRT), pages 1963-1968.
Crossref
Crossref
Xiaoqian Wang, Rob J. Hyndman, Feng Li & Yanfei Kang. (2023) Forecast combinations: An over 50-year review. International Journal of Forecasting 39:4, pages 1518-1547.
Crossref
Crossref
Hongzhe Zhang, Xiaohang Zhao, Xiao Fang & Bintong Chen. (2023) Proactive Resource Request for Disaster Response: A Deep Learning-Based Optimization Model. Information Systems Research.
Crossref
Crossref
Zhen-Yu Chen, Zhi-Ping Fan & Minghe Sun. (2023) Inventory Management With Multisource Heterogeneous Information: Roles of Representation Learning and Information Fusion. IEEE Transactions on Systems, Man, and Cybernetics: Systems 53:9, pages 5343-5355.
Crossref
Crossref
Yasin Tadayonrad & Alassane Balle Ndiaye. (2023) A new key performance indicator model for demand forecasting in inventory management considering supply chain reliability and seasonality. Supply Chain Analytics 3, pages 100026.
Crossref
Crossref
Hadid J. Wahedi, Mads Heltoft, Glenn J. Christophersen, Thomas Severinsen, Subrata Saha & Izabela Ewa Nielsen. (2023) Forecasting and Inventory Planning: An Empirical Investigation of Classical and Machine Learning Approaches for Svanehøj’s Future Software Consolidation. Applied Sciences 13:15, pages 8581.
Crossref
Crossref
Ahmed Esmail Mohamed. 2023. Operations Management - Recent Advances and New Perspectives [Working Title]. Operations Management - Recent Advances and New Perspectives [Working Title].
Rinu Sathyan, P. Parthiban, R. Dhanalakshmi & M. S. Sachin. (2022) An integrated Fuzzy MCDM approach for modelling and prioritising the enablers of responsiveness in automotive supply chain using Fuzzy DEMATEL, Fuzzy AHP and Fuzzy TOPSIS. Soft Computing 27:1, pages 257-277.
Crossref
Crossref
Bahman Rostami-Tabar, Mohammad M. Ali, Tao Hong, Rob J. Hyndman, Michael D. Porter & Aris Syntetos. (2022) Forecasting for social good. International Journal of Forecasting 38:3, pages 1245-1257.
Crossref
Crossref
Bing Tang, Zhenguo Ma, Keqi Zhang, Danyi Cao & Jianyong Zhang. (2022) Substation Equipment Spare Parts’ Inventory Prediction Model Based on Remaining Useful Life. Mathematical Problems in Engineering 2022, pages 1-11.
Crossref
Crossref
Karzan Mahdi Ghafour. (2022) Establishing inventory measurements using intermittent demand forecasting. Journal of Intelligent & Fuzzy Systems 42:4, pages 3465-3475.
Crossref
Crossref
Sima M. Fortsch, Jeong Hoon Choi & Elena A. Khapalova. (2021) Competition can help predict sales. Journal of Forecasting 41:2, pages 331-344.
Crossref
Crossref
Jiaju Wu, Huijun Liu, Hongfu Zuo, Zheng Cheng, Yonghui Yang, Yongqi Ma & Linggang Kong. (2021) The Demand Supply Steady-State Process-Based Multi-Level Spare Parts Optimization. Sensors 21:24, pages 8324.
Crossref
Crossref
Diego Gallego-García, Sergio Gallego-García & Manuel García-García. (2021) An Optimized System to Reduce Procurement Risks and Stock-Outs: A Simulation Case Study for a Component Manufacturer. Applied Sciences 11:21, pages 10374.
Crossref
Crossref
Howard Hao‐Chun Chuang, Yen‐Chun Chou & Rogelio Oliva. (2021)
Cross‐item
learning for volatile demand forecasting: An intervention with predictive analytics
. Journal of Operations Management 67:7, pages 828-852.
Crossref
Crossref
David A. Goldberg, Martin I. Reiman & Qiong Wang. (2021) A Survey of Recent Progress in the Asymptotic Analysis of Inventory Systems. Production and Operations Management 30:6, pages 1718-1750.
Crossref
Crossref
Abdulqadir Rahomee Ahmed Aljanabi & Karzan Mahdi Ghafour. (2020) Supply chain management and market responsiveness: a simulation study. Journal of Business & Industrial Marketing 36:1, pages 150-163.
Crossref
Crossref
Rui KangRui Kang. 2021. Belief Reliability Theory and Methodology. Belief Reliability Theory and Methodology
135
162
.
Richard Hill & Stuart BerryRichard Hill & Stuart Berry. 2021. Guide to Industrial Analytics. Guide to Industrial Analytics
127
151
.
Jack OLESEN, Carl-Emil Houmøller PEDERSEN, Markus Germann KNUDSEN, Sandra TOFT, Vladimir NEDBAILO, Johan PRISAK, Izabela Ewa NIELSEN & Subrata SAHA. (2020) JOINT EFFECT OF FORECASTING AND LOT-SIZING METHOD ON COST MINIMIZATION OBJECTIVE OF A MANUFACTURER: A CASE STUDY. Applied Computer Science 16:4, pages 21-36.
Crossref
Crossref
Sergio Gallego-García & Manuel García-García. (2020) Market-Oriented Procurement Planning Leading to a Higher Service Level and Cost Optimization. Applied Sciences 10:23, pages 8734.
Crossref
Crossref
Leonardo Ramos Rodrigues & Takashi Yoneyama. (2020) A spare parts inventory control model based on Prognostics and Health monitoring data under a fill rate constraint. Computers & Industrial Engineering 148, pages 106724.
Crossref
Crossref
V. Polotski, J.-P. Kenne & A. Gharbi. (2020) Kalman filter based production control of a failure-prone single-machine single-product manufacturing system with imprecise demand and inventory information. Journal of Manufacturing Systems 56, pages 558-572.
Crossref
Crossref
Christian Menden, Julius Mehringer, Alexander Martin & Michael Amberg. (2019) Vorhersage von Ersatzteilbedarfen mit Hilfe von ClusteringverfahrenForecasting Spare Parts Demand With Clustering Approaches. HMD Praxis der Wirtschaftsinformatik 56:5, pages 1000-1016.
Crossref
Crossref
Meysam Arvan, Behnam Fahimnia, Mohsen Reisi & Enno Siemsen. (2019) Integrating human judgement into quantitative forecasting methods: A review. Omega 86, pages 237-252.
Crossref
Crossref
Sarah Van der Auweraer & Robert Boute. (2019) Forecasting spare part demand using service maintenance information. International Journal of Production Economics 213, pages 138-149.
Crossref
Crossref
Martin Schaffernicht. (2019) Unrecognized interdependencies in mental models—The case for taking feedback loops into account. Systems Research and Behavioral Science 36:4, pages 580-603.
Crossref
Crossref
H. Niles Perera, Jason Hurley, Behnam Fahimnia & Mohsen Reisi. (2019) The human factor in supply chain forecasting: A systematic review. European Journal of Operational Research 274:2, pages 574-600.
Crossref
Crossref
Krisztina Demeter, Levente Szász & Andrea Kő. (2019) A text mining based overview of inventory research in the ISIR special issues 1994–2016. International Journal of Production Economics 209, pages 134-146.
Crossref
Crossref
Mehmet Güray Güler. (2018) Advertising and forecasting investments of a newsvendor. 4OR 17:1, pages 45-73.
Crossref
Crossref
Anthony S. White & Michael Censlive. (2019) Observations of Chaotic Behaviour in Nonlinear Inventory Models. International Journal of Applied Industrial Engineering 6:1, pages 1-28.
Crossref
Crossref
Sarah Van der Auweraer, Robert N. Boute & Aris A. Syntetos. (2019) Forecasting spare part demand with installed base information: A review. International Journal of Forecasting 35:1, pages 181-196.
Crossref
Crossref
Marco A. Villegas & Diego J. Pedregal. (2019) Automatic selection of unobserved components models for supply chain forecasting. International Journal of Forecasting 35:1, pages 157-169.
Crossref
Crossref
S.D. Prestwich. (2019) Tuning Forecasting Algorithms for Black Swans. IFAC-PapersOnLine 52:13, pages 1496-1501.
Crossref
Crossref
M. Said Yıldız & M. Mahmud Khan. (2018) Hospital Level Inventory Control and System-Wide Cost Savings: A Case Study from Turkey. Journal of Health Management 20:4, pages 498-507.
Crossref
Crossref
Xiaogang Bai, Fansen Kong & Hang Zhao. (2018) Classification and Forecasting for Enterprise Data. Classification and Forecasting for Enterprise Data.
Kevin B. Smyth, Keely L. Croxton, Rod Franklin & A. Michael Knemeyer. (2018) Thirsty in an Ocean of Data? Pitfalls and Practical Strategies When Partnering With Industry on Big Data Supply Chain Research. Journal of Business Logistics 39:3, pages 203-219.
Crossref
Crossref
Biao Luo, Liang Wan, Tieshan Li & Liang Liang. (2017) Business Forecasting of Double‐trend Time Series: An Improved PLS‐based Time‐varying Weight Combination Approach. Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l'Administration 35:3, pages 333-348.
Crossref
Crossref
Qiwei Hu, John E. Boylan, Huijing Chen & Ashraf Labib. (2018) OR in spare parts management: A review. European Journal of Operational Research 266:2, pages 395-414.
Crossref
Crossref
S. P. Sarmah & Umesh Chandra Moharana. 2018. Handbook of Research on Promoting Business Process Improvement Through Inventory Control Techniques. Handbook of Research on Promoting Business Process Improvement Through Inventory Control Techniques
534
558
.
Yi Yang, Kunlun Wei, Rui Kang & Sixin Wang. (2018) Multi-Objective Chance Constrained Programming of Spare Parts Based on Uncertainty Theory. IEEE Access 6, pages 50049-50054.
Crossref
Crossref
A. A. Syntetos, N. C. Georgantzas, J. E. Boylan & B. Dangerfield. 2018. System Dynamics. System Dynamics
219
260
.
Clint L.P. Pennings & Jan van Dalen. (2017) Integrated hierarchical forecasting. European Journal of Operational Research 263:2, pages 412-418.
Crossref
Crossref
Jennifer J. Bergman, James S. Noble, Ronald G. McGarvey & Randolph L. Bradley. (2017) A Bayesian approach to demand forecasting for new equipment programs. Robotics and Computer-Integrated Manufacturing 47, pages 17-21.
Crossref
Crossref
Meilin Wen, Qiao Han, Yi Yang & Rui Kang. (2017) Uncertain optimization model for multi-echelon spare parts supply system. Applied Soft Computing 56, pages 646-654.
Crossref
Crossref
Jianjun Qi, Dongfeng Wang, Liqin Wang & Yong Xue. Optimizing the damage detection cycle of the spare parts based on the failure data. Optimizing the damage detection cycle of the spare parts based on the failure data.
Jorge Alvarado-Valencia, Lope H. Barrero, Dilek Önkal & Jack T. Dennerlein. (2017) Expertise, credibility of system forecasts and integration methods in judgmental demand forecasting. International Journal of Forecasting 33:1, pages 298-313.
Crossref
Crossref
Federico Cosenz & Guido Noto. (2016) Applying System Dynamics Modelling to Strategic Management: A Literature Review. Systems Research and Behavioral Science 33:6, pages 703-741.
Crossref
Crossref
Everette Shaw GardnerJr.Jr. & Yavuz Acar. (2016) The forecastability quotient reconsidered. International Journal of Forecasting 32:4, pages 1208-1211.
Crossref
Crossref
Aris A. Syntetos, Zied Babai, John E. Boylan, Stephan Kolassa & Konstantinos Nikolopoulos. (2016) Supply chain forecasting: Theory, practice, their gap and the future. European Journal of Operational Research 252:1, pages 1-26.
Crossref
Crossref
Samira Saedi, O. Erhun Kundakcioglu & Andrea C. Henry. (2016) Mitigating the impact of drug shortages for a healthcare facility: An inventory management approach. European Journal of Operational Research 251:1, pages 107-123.
Crossref
Crossref
Roberto Dominguez, Salvatore Cannella & Jose M. Framinan. (2015) The impact of the supply chain structure on bullwhip effect. Applied Mathematical Modelling 39:23-24, pages 7309-7325.
Crossref
Crossref
Arthur V. Hill, Weiyong Zhang & Gerald F. Burch. (2015) Forecasting the forecastability quotient for inventory management. International Journal of Forecasting 31:3, pages 651-663.
Crossref
Crossref
M. Gönül. (2015) A popular and Important tool for Forecast Users: Judgmental Adjustments. Hacettepe Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi 31:2, pages 73-93.
Crossref
Crossref
E. van Wingerden, R.J.I. Basten, R. Dekker & W.D. Rustenburg. (2014) More grip on inventory control through improved forecasting: A comparative study at three companies. International Journal of Production Economics 157, pages 220-237.
Crossref
Crossref
Roger D.H. Warburton, J.P.E. Hodgson & E.H. Nielsen. (2014) Exact solutions to the supply chain equations for arbitrary, time-dependent demands. International Journal of Production Economics 151, pages 195-205.
Crossref
Crossref
Matthew Roman & Wooseung Jang. 2014. Encyclopedia of Business Analytics and Optimization. Encyclopedia of Business Analytics and Optimization
747
760
.
M.Z. Babai, M.M. Ali, J.E. Boylan & A.A. Syntetos. (2013) Forecasting and inventory performance in a two-stage supply chain with ARIMA(0,1,1) demand: Theory and empirical analysis. International Journal of Production Economics 143:2, pages 463-471.
Crossref
Crossref
Marc Premm, Tobias Widmer & Paul Karänke. 2013. Multiagent System Technologies. Multiagent System Technologies
138
151
.
Xiaozhou Lü & Wenke Lu. (2012) Pre-alarm model of diesel vapour detection and alarm based on grey forecasting. Measurement 45:4, pages 656-662.
Crossref
Crossref
Matloub Hussain, Anamitra Shome & Dong Myung Lee. (2011) Impact of forecasting methods on variance ratio in order-up-to level policy. The International Journal of Advanced Manufacturing Technology 59:1-4, pages 413-420.
Crossref
Crossref
Zhu-lin Li, Fen Liu & Kelin Qiao. 2012. Advances in Electrical Engineering and Automation. Advances in Electrical Engineering and Automation
99
105
.
Wenbin Wang & Aris A. Syntetos. (2011) Spare parts demand: Linking forecasting to equipment maintenance. Transportation Research Part E: Logistics and Transportation Review 47:6, pages 1194-1209.
Crossref
Crossref
Ruud H. Teunter, Aris A. Syntetos & M. Zied Babai. (2011) Intermittent demand: Linking forecasting to inventory obsolescence. European Journal of Operational Research 214:3, pages 606-615.
Crossref
Crossref
Matthew Downing, Maxwell Chipulu, Udechukwu Ojiako & Dinos Kaparis. (2011) Forecasting in airforce supply chains. The International Journal of Logistics Management 22:1, pages 127-144.
Crossref
Crossref
Vladimir Kogan & Todd Rind. (2011) Determining critical power equipment inventory using extreme value approach and an auxiliary Poisson model. Computers & Industrial Engineering 60:1, pages 25-33.
Crossref
Crossref
José Roberto do Rego & Marco Aurélio de Mesquita. (2011) Controle de estoque de peças de reposição em local único: uma revisão da literatura. Production 21:4, pages 645-666.
Crossref
Crossref
Antti Tenhiälä. (2010) Contingency theory of capacity planning: The link between process types and planning methods. Journal of Operations Management 29:1-2, pages 65-77.
Crossref
Crossref
Marilyn Smith & M. Zied Babai. 2011. Service Parts Management. Service Parts Management
125
141
.
Aris A. Syntetos & John E. Boylan. (2010) On the variance of intermittent demand estimates. International Journal of Production Economics 128:2, pages 546-555.
Crossref
Crossref
T. Warren Liao & P.C. Chang. (2010) Impacts of forecast, inventory policy, and lead time on supply chain inventory—A numerical study. International Journal of Production Economics 128:2, pages 527-537.
Crossref
Crossref
Harry Martin, Aris A. Syntetos, Alejandro Parodi, Yiannis E. Polychronakis & Liliane Pintelon. (2010) Integrating the spare parts supply chain: an inter‐disciplinary account. Journal of Manufacturing Technology Management 21:2, pages 226-245.
Crossref
Crossref
Mitchell. (2010) On Replenishing Items with Seasonal Intermittent Demand. American Journal of Economics and Business Administration 2:1, pages 90-102.
Crossref
Crossref
Xuping Wang, Yan Shi, Junhu Ruan & Hongyan Shang. 2010. Advances in Intelligent Decision Technologies. Advances in Intelligent Decision Technologies
215
225
.
Sarah Van der Auweraer, Robert N. Boute & Aris Syntetos. (2017) Forecasting Spare Part Demand with Installed Base Information: A Review. SSRN Electronic Journal.
Crossref
Crossref