Battery sizing guide

How to size an off-grid battery bank

Start with energy used each day, choose how long you need to run without charging, and account for the battery reserve and conversion losses. Then test the result against difficult weather and load scenarios.

1. Measure daily energy use

For each load, multiply its power in watts by hours used per day, then divide by 1,000 to get kWh. Use measured consumption when possible: a fridge or pump cycles, so its nameplate power alone can overstate daily use. Include inverter standby draw and seasonal loads.

LoadExample calculationDaily energy
Fridge60 W × 12 h0.72 kWh
Lights40 W × 5 h0.20 kWh
Laptop65 W × 4 h0.26 kWh
Router10 W × 24 h0.24 kWh
Water pump500 W × 0.5 h0.25 kWh
Other loads and standbyMeasured estimate0.73 kWh
Total2.40 kWh

2. Convert the daily load into nominal capacity

Choose days of autonomy for the period when solar or other charging may be unavailable. The usable fraction depends on the battery manufacturer’s discharge limit and your chosen reserve; the efficiency factor should match the path from battery to your loads.

Nominal capacity (kWh) = daily load (kWh) × autonomy days ÷ (usable fraction × delivery efficiency)

Worked example: 2.40 kWh/day × 2 days ÷ (0.80 × 0.90) = 6.67 kWh nominal. A 7 kWh bank is a starting estimate, not a final hardware specification.

Daily load

2.40 kWh/day

Autonomy

2 days

Usable fraction

80%

Delivery efficiency

90%

Estimated nominal battery capacity

6.67 kWh

Sizing path for the worked example; values are illustrative.

The 80% usable fraction and 90% delivery efficiency are example assumptions, not universal battery values. Check the battery, inverter, temperature limits, current limits, and reserve settings for your actual equipment. Avoid applying inverter losses twice if your measured daily load is already on the battery side.

3. Simulate the difficult days

Enter your loads, battery capacity, state-of-charge limits, solar input, and location in PyMox. Compare a normal day with a low-solar period and a higher-load day. Check the minimum state of charge, time at reserve, and whether charging restores the battery before the next low-production period.

Normal solar day

Check whether charging restores the battery.

Low-solar period

Check the minimum battery state of charge.

Higher-load day

Check how long the battery stays at reserve.

Compare all three scenarios before choosing a battery bank.

Solar production changes by location, season, orientation, and weather. NREL PVWatts can provide a separate solar estimate, but it models grid-connected PV production and does not prove that an off-grid battery system will survive a particular sequence of cloudy days.