#3205 · AI & Technology Tool

Industrial Robot Battery Runtime Calculator

Estimate elapsed battery runtime for a industrial robot from usable battery energy, minimum state of charge, traction, working-load and auxiliary power, and active duty cycle. Separating the loads makes it easier to test operating scenarios and identify which demand most affects time between charges.

Calculator

Battery and load assumptions
kWh
%
kW
kW
kW
%

How to use this calculator

  1. Enter the operating assumptions using the units shown.
  2. Use observed averages where available rather than best-case specifications.
  3. Select Calculate to update the result and supporting metrics.
  4. Change one assumption at a time to compare practical scenarios.

Formula

Available energy = usable capacity × (1 − minimum state of charge)
Runtime = available energy ÷ [(traction + work + auxiliary power) × duty cycle]

What the result means

Elapsed runtime is the estimated clock time before reaching the minimum charge threshold. Active work time is lower when the duty cycle includes idle periods.

Real runtime varies with temperature, battery age, acceleration, load spikes, terrain, conversion losses, and control behavior. Compare the result with logged field data.

Example calculation

A 12 kWh usable battery held above 15% charge provides 10.2 kWh. Combined active power is 2.55 kW; at an 80% duty cycle, average power is 2.04 kW and estimated elapsed runtime is 5.00 hours.

Tips for better results

  • Use recent operating logs to establish cycle time, power, or utilization.
  • Model peak and typical conditions separately.
  • Keep units consistent with the labels beside each input.
  • Include predictable downtime or reserve explicitly.
  • Recheck the estimate after a pilot deployment.

Frequently asked questions

Is usable battery capacity the same as nameplate capacity?

Not always. Enter energy actually available to the robot after battery-management limits when known.

Why does a lower duty cycle increase elapsed runtime?

The estimate assumes the listed loads apply only during the active share of elapsed time.

Should onboard computing be included in auxiliary power?

Yes. Include computing, sensors, communications, cooling, and other persistent accessory loads.

Does battery aging reduce runtime?

Yes. Use the battery's current usable capacity rather than its original rating to reflect degradation.

Does this estimate include charging time?

No. It estimates runtime from a charged state down to the selected minimum state of charge.

Battery model variables

VariableMeaning
Usable capacityEnergy available within battery-management limits
Minimum state of chargeCharge retained as an operating reserve
Traction powerAverage active motion load
Work powerAverage active tool or process load
Auxiliary powerSensors, computing, cooling, and controls
Duty cycleActive share of elapsed operating time

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