Results 11 to 20 of about 2,005,953 (233)
The effects of integrating management judgement into intermittent demand forecasts [PDF]
, 2009 Empirical research suggests that quantitatively derived forecasts are very frequently judgementally adjusted. Nevertheless, little work has been conducted to evaluate the performance of these judgemental adjustments in a practical demand/sales context ...
Goodwin, Paul +4 more
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Forecasting intermittent demand [PDF]
, 2006 Methods for forecasting intermittent demand are compared using a large data-set from the UK Royal Air Force (RAF). Several important results are found.
Teunter, R H, Duncan, L
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Inventory Improvement in Tyre Retail through Demand Forecasting
Engineering Proceedings, 2023 The aim of this study is to develop the inventory planning system of a Portuguese tyre retailer based on forecasting sales models. Using sales history up to 2020, tyres were grouped into three levels of sales aggregation and different quantitative ...
Diana Neves +2 more
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A modified Teunter-Syntetos-Babai method for intermittent demand forecasting
Journal of Management Science and Engineering, 2021 Intermittent demand refers to the specific demand pattern with frequent periods of zero demand. It occurs in a variety of industries including industrial equipment, automotive and specialty chemicals.
Youpeng Yang +4 more
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Big Data and Cognitive Computing, 2023 Global models have been developed to tackle the challenge of forecasting sets of series that are related or share similarities, but they have not been developed for heterogeneous datasets.
José Manuel Oliveira, Patrícia Ramos
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Spare Parts Demand Forecasting Method Based on Intermittent Feature Adaptation
Entropy, 2023 The demand for complex equipment aftermarket parts is mostly sporadic, showing typical intermittent characteristics as a whole, resulting in the evolution law of a single demand series having insufficient information, which restricts the prediction ...
Lilin Fan +4 more
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Managing slow-moving item: a zero-inflated truncated normal approach for modeling demand [PDF]
PeerJ Computer Science, 2020 This paper proposes a slow-moving management method for a system using of intermittent demand per unit time and lead time demand of items in service enterprise inventory models.
Fernando Rojas +4 more
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A combined forecasting method for intermittent demand using the automotive aftermarket data
Data Science and Management, 2022 Intermittent demand forecasting is an important challenge in the process of smart supply chain transformation, and accurate demand forecasting can reduce costs and increase efficiency for enterprises.
Xiaotian Zhuang, Ying Yu, Aihui Chen
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On the bias of Croston''s forecasting method [PDF]
, 2006 Croston's forecasting method has been shown to be appropriate in dealing with intermittent demand items. The method, however, suffers from a positive bias as shown by Syntetos and Boylan (2001, 2005) who proposed a modification.
Teunter, R H, Sani, B
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Determination of the Safety Stock for Intermittent Demand: the Grey and Hybrid Theories [PDF]
International Journal of Industrial Engineering and Production Research, 2022 This study seeks to introduce the influential factors in controlling and dealing with uncertainty in intermittent demand. Hybrid forecasting and Grey Theory, due to their potential in facing complex nature, insufficient data, have been used ...
Fatemeh Faghidian +2 more
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