Capacity, cell count & heat load estimation
Battery pack sizing for an electric vehicle starts with the energy requirement: E = Range ร Consumption. A typical electric two-wheeler consumes 15โ25 Wh/km, while a car consumes 150โ250 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.
| Chemistry | Nominal V | Energy Density | Best For |
|---|---|---|---|
| NMC | 3.6V | 150โ220 Wh/kg | Passenger EVs |
| LFP | 3.2V | 90โ160 Wh/kg | Commercial, stationary |
| NCA | 3.6V | 200โ260 Wh/kg | Performance EVs |
| LTO | 2.4V | 50โ80 Wh/kg | Fast charging, long life |
Design tip: Always add 10โ15% 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 2โ3 years of use.