#3230 · AI & Technology Tool

IoT Sensor Battery Runtime Calculator

Estimate IoT sensor battery life from usable capacity and a duty-cycle power profile. Sleep current, active current, transmission duration, reporting interval, capacity derating, and annual self-discharge are converted into average current and runtime.

Calculator

Planning inputs
mAh
Rated capacity at the intended load.
%
Allowance for temperature, aging, and cutoff voltage.
µA
Average current between active events.
mA
Average current while sensing and transmitting.
sec
Total active duration in each interval.
min
Time from one report start to the next.
%/year
Approximate battery capacity loss over time.

How to use this calculator

  1. Enter rated battery capacity and a realistic derating allowance.
  2. Measure sleep current for the complete device.
  3. Use average active current and total active seconds per report.
  4. Set the reporting interval and battery self-discharge estimate.

Formula

Average load = (Active current × Active seconds + Sleep current × Sleep seconds) ÷ Interval seconds
Runtime hours = Usable mAh ÷ (Average load + Self-discharge equivalent current)

What the result means

Runtime is an engineering estimate based on a repeating duty cycle. The self-discharge percentage is approximated as an equivalent continuous current based on nominal capacity.

Battery chemistry, pulse-current limits, regulator quiescent current, voltage cutoff, network retries, cold temperature, and changing self-discharge can materially affect field life.

Example calculation

A 2,400 mAh battery derated 20% has 1,920 mAh usable. With 8 µA sleep current, 45 mA active for 2 seconds every 15 minutes, and 2% annual self-discharge, average effective current is about 0.113 mA and runtime is about 705 days (1.93 years).

Tips for better results

  • Include regulator and sensor standby current.
  • Measure the full wake, sample, connect, transmit, and retry sequence.
  • Use a larger derating factor for cold installations.
  • Model poor-signal retries as longer active time.
  • Verify that the battery supports peak transmit current.

Frequently asked questions

Should active current be the radio's peak current?

Use energy-equivalent average current across the entire active event; separately verify that the battery can supply the peak.

How do network retries affect battery life?

Retries increase active time and sometimes active current, so include their average effect in the active-event inputs.

Why is capacity derating needed?

Rated capacity may not be fully usable because of temperature, aging, voltage cutoff, discharge rate, and design margin.

How is annual self-discharge included?

It is approximated as an equivalent continuous current equal to nominal capacity times the annual percentage divided by hours per year.

Does the result predict an exact replacement date?

No. It is a duty-cycle estimate; field testing and battery monitoring are needed for maintenance planning.

Input guide

InputRole in the estimate
Battery capacityRated capacity at the intended load.
Capacity deratingAllowance for temperature, aging, and cutoff voltage.
Sleep currentAverage current between active events.
Active currentAverage current while sensing and transmitting.
Active time per reportTotal active duration in each interval.

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