Forecasting demand and determining safety stocks are key aspects of supply chain planning. Demand forecasting involves … predicting future demand for a product or service using historical data and other external and internal drivers. Stockouts and … excess production can be reduced by accurately forecasting demand. This allows companies to plan production, inventory, and …

modules being dealt in this paper dealing with Food Supply chain management namely Demand Forecasting, Food tracing system and … algorithm for Demand Forecasting module that combines an outlier detection technique followed by LightGBM Regressor which …

techniques for demand forecasting in inventory control and also examines prescriptive analytics models for stochastic inventory …

inventories. Since the after-market orders mainly depend on repair and maintenance, addressing demand fluctuation is critical to … shortening product life cycle and the reducing lot sizes of diverse products have increased the challenges of demand forecast and … supply chain resilience. This study aims to develop stacking ensemble model to classify demand patterns and build individual …