Why Battery Storage Calculations Fail: Modeling Peukert's Law, Inverter Tare Losses, and Depth of Discharge in TypeScript

Why nominal Ah / Amp division overestimates battery backup runtime by 30% to 50%, and how to model Peukert electrochemical derating and inverter idle tare dissipation in pure deterministic TypeScript.