#3195 · AI & Technology Tool

Warehouse Robot Battery Runtime Calculator

Estimate usable warehouse-robot runtime, productive operating time, and charging coverage from battery capacity and average electrical load. The calculation accounts for reserve state of charge, battery-system efficiency, nonproductive time, charger power, and charging efficiency so shift planners can compare run time with the intended duty cycle.

Calculator

Planning inputs
kWh
%
%
kW
%
kW
%

How to use this calculator

  1. Enter rated battery capacity and the minimum reserve charge.
  2. Add estimated battery-system efficiency and average operating load.
  3. Set the productive share of runtime to remove waiting and idle movement.
  4. Enter charger power and charging efficiency to estimate recharge time.

Formula

Usable energy = capacity × (1 − reserve) × battery efficiency. Runtime = usable energy ÷ average load. Recharge time = usable energy ÷ (charger power × charging efficiency).

What the result means

Usable runtime is the estimated time from full charge to the chosen reserve at a constant average load. Actual runtime changes with payload, floor conditions, temperature, routing, and battery age.

Manufacturer battery-management limits may already reserve part of nominal capacity. Use available measured capacity when that figure is known.

Example calculation

An 8 kWh battery with 15% reserve and 92% system efficiency provides 6.256 kWh of usable energy. At a 1.1 kW average load, runtime is about 5.69 hours, productive time is 4.83 hours, and recharge takes 2.32 hours on a 3 kW charger at 90% efficiency.

Tips for better results

  • Use logged average power from representative routes and payloads.
  • Keep a reserve for safe return to a charger and battery longevity.
  • Derate capacity for cold environments and aged batteries.
  • Check whether auxiliary computers and conveyors are included in the measured load.
  • Plan charger queues as well as individual charge time.

Frequently asked questions

Is battery capacity in kWh the same as charger power in kW?

No. kWh measures stored energy, while kW measures the rate at which energy is used or supplied.

Why does the calculator subtract a reserve charge?

The reserve keeps the robot from operating to an impractical or unsafe zero state of charge.

Does average load include idle time?

It should reflect the whole operating period represented by the runtime, including moving, handling, waiting, and onboard electronics.

Can charger power exceed the robot's accepted charge rate?

Yes, but the robot will charge only at its supported rate. Enter the lower effective power delivered to the battery.

How should battery aging be handled?

Enter the measured or expected usable capacity of the aged battery instead of its new rated capacity.

Inputs and units

InputUnitRole
Battery capacitykWhUser-provided planning input.
Reserve charge%User-provided planning input.
Battery-system efficiency%User-provided planning input.
Average operating powerkWUser-provided planning input.
Productive share of runtime%User-provided planning input.
Charger powerkWUser-provided planning input.
Charging efficiency%User-provided planning input.

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