Home▸AI & Machine Learning▸AI Demand Forecasting & Inventory Replenishment (2D)

AI Demand Forecasting & Inventory Replenishment (2D)

2D bar-chart companion: six warehouse silos, each following a hidden seasonal demand wave with random noise. An exponential-smoothing forecast learns the wave and sets a dynamic reorder point (dashed line) that dispatches trucks early enough to avoid stockouts — switch to the naive fixed-threshold policy to compare.

AI & Machine Learning2DModerate60 FPS📱 Mobile-adapted⇄ 3D version

This 2D companion drives the same exponential-smoothing forecast and dynamic reorder-point logic as the 3D version through a plain bar chart: six silo bars show live stock levels against a dashed reorder-point line, colour-coded green/amber/red, with a small triangle marker tracking each in-flight replenishment truck's progress toward its silo.

⚙ Under the hood

2D bar-chart lab: exponential-smoothing demand forecasts set dynamic reorder points for six warehouse silos, dispatching trucks before stockouts happen — toggle the naive fixed-threshold policy to compare.

supply chainforecastinginventoryexponential smoothingmachine-learning

2D · HTML5 Canvas 2D · 60 FPS target · runs fully client-side, no install