๐Ÿ”‹ Electric Vehicle

Battery Pack Sizing & Thermal

Capacity, cell count & heat load estimation

โšก Battery Pack Calculator
๐Ÿ”‹ REQUIRED PACK ENERGY
-- kWh
๐Ÿ”ข TOTAL CELLS NEEDED
-- cells
๐ŸŒก๏ธ MAX THERMAL LOAD (Heat)
-- W
๐Ÿ“– EV Battery Pack Sizing โ€” Key Concepts

Battery pack sizing for an electric vehicle starts with the energy requirement: E = Range ร— Consumption. A typical electric two-wheeler consumes 15โ€“25 Wh/km, while a car consumes 150โ€“250 Wh/km depending on weight and aerodynamics.

The usable capacity is always less than the rated capacity. Lithium-ion packs are typically discharged between 20% and 90% SOC (State of Charge) to preserve cycle life. So a 10 kWh pack has about 7 kWh usable energy in practice.

Pack voltage is determined by the number of cells in series. A 48V pack uses 13S (13 cells in series at 3.7V nominal). Higher voltage reduces current for the same power, which reduces cable size and heat losses โ€” that is why commercial EVs use 400V or 800V systems.

Common Cell Chemistries

ChemistryNominal VEnergy DensityBest For
NMC3.6V150โ€“220 Wh/kgPassenger EVs
LFP3.2V90โ€“160 Wh/kgCommercial, stationary
NCA3.6V200โ€“260 Wh/kgPerformance EVs
LTO2.4V50โ€“80 Wh/kgFast charging, long life

Design tip: Always add 10โ€“15% to your calculated pack capacity for degradation over the battery's life. A pack that is perfectly sized on day 1 will fall short of range requirements after 2โ€“3 years of use.