Energy guide

How to Estimate Battery Backup Runtime

Estimate battery runtime from usable capacity, load, and inverter efficiency.

Written by Saroj Roy, founder and maintainer, numbertrove · Formula checked against the sources below · Updated 2026-08-31

Battery runtime is an energy balance: usable stored energy is divided by the load, with efficiency and reserve assumptions made visible.

The runtime formula

Runtime in hours = battery energy × efficiency ÷ load power. Convert watts to kilowatts before dividing. A 10 kWh battery at 90% efficiency supporting a 500 W load provides 10 × 0.90 ÷ 0.50 = 18 hours in the simplified model.

Average load matters

A refrigerator, pump, or HVAC system cycles. Use an average measured load for energy planning and check starting surge separately. A nameplate running wattage is not always the same as a full-day average.

Reserve and degradation

Usable capacity may exclude a reserve, and usable energy declines with temperature, age, and operating conditions. Run a conservative case rather than treating the nominal label capacity as guaranteed output.

Power can end the calculation early

Runtime is irrelevant if the inverter cannot support the instantaneous load. Check continuous and surge ratings, load priority, transfer time, and wiring with the system documentation.

Sources

The figures and rules in this guide are checked against: