Search Results - subject:"Intermittent demand"

Enhancing intermittent spare part demand forecasting : a novel ensemble approach with focal loss and smote

Kenaka, Saskia Puspa; Cakravastia, Andi; Ma'ruf, Anas; … - In: Logistics 9 (2025) 1, pp. 1-25

Background: Accurate inventory management of intermittent spare parts requires precise demand forecasting. The sporadic and irregular nature of demand, characterized by long intervals between occurrences, results in a significant data imbalance, where demand events are vastly outnumbered by...

Persistent link: https://www.econbiz.de/10015337499

Intermittent demand, inventory obsolescence, and temporal aggregation forecasts

Sanguri, Kamal; Patra, Sabyasachi; Nikolopoulos, … - In: International journal of production research 62 (2024) 5, pp. 1663-1685

Persistent link: https://www.econbiz.de/10014546261

Assessing data collection strategies for VMI under intermittent demand

Ducharme, Corey; Agard, Bruno; Trépanier, Martin - 2024

Persistent link: https://www.econbiz.de/10014458577

Improving demand forecasting for customers with missing downstream data in intermittent demand supply chains with supervised multivariate clustering

Ducharme, Corey; Agard, Bruno; Trépanier, Martin - In: Journal of forecasting 43 (2024) 5, pp. 1661-1681

Persistent link: https://www.econbiz.de/10015108428

A combined forecasting method for intermittent demand using the automotive aftermarket data

Zhuang, Xiaotian; Yu, Ying; Chen, Aihui - In: Data science and management : DSM 5 (2022) 2, pp. 43-56

Intermittent demand forecasting is an important challenge in the process of smart supply chain transformation, and … demand combination forecasting method based on internal and external data, builds intermittent demand feature engineering … validates the potential of combined forecasting framework for intermittent demand and provides an empirical study of the …

Persistent link: https://www.econbiz.de/10014517937

Spare parts demand forecasting and inventory management : contributions to intermittent demand forecasting, installed base information and shutdown maintenance

Zhu, Sha - 2021

Persistent link: https://www.econbiz.de/10012703946

A modified Teunter-Syntetos-Babai method for intermittent demand forecasting

Yang, Youpeng; Ding, Chenyi; Lee, Sanghyuk; Yu, Limin; … - In: Journal of management science and engineering 6 (2021) 1, pp. 53-63

Intermittent demand refers to the specific demand pattern with frequent periods of zero demand. It occurs in a variety … industry, even majority of products are in intermittent demand pattern. Due to the usually small and highly variable demand … sizes, accurate forecasting of intermittent demand has always been challenging. However, accurate forecasting of …

Persistent link: https://www.econbiz.de/10013206065

Biasedness of forecasts errors for intermittent demand data

Doszyń, Mariusz - In: European research studies 23 (2020) 5, pp. 1113-1127

Persistent link: https://www.econbiz.de/10012510908

Accuracy of intermittent demand forecasting systems in the enterprise

Doszyń, Mariusz - In: European research studies 23 (2020) 4, pp. 912-930

Persistent link: https://www.econbiz.de/10012511300

Forecasting the Intermittent Demand for Slow-Moving Items

Ord, Keith; Snyder, Ralph; Beaumont, Adrian - Department of Econometrics and Business Statistics, … - 2010

Organizations with large-scale inventory systems typically have a large proportion of items for which demand is intermittent and low volume. We examine different approaches to forecasting for such products, paying particular attention to the need for inventory planning over a multi-period...

Persistent link: https://www.econbiz.de/10008508605