IEEE Research & Simulation Model
Demand-driven blood bank supply optimization combining SARIMA/XGBoost time-series forecasting with dynamic micro-expiry logic.
- Platelet Wastage: Reduced from 11.2% down to 2.5% (~78% relative reduction).
- Fulfillment Rate: Maintained 99.1% patient demand fulfillment.
- Statistical Validation: Validated over 30 Monte Carlo simulation runs (p < 1.22×10⁻¹²).