Math Bridge: Weather-node Battery Budget

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Math BridgeSensorsStruggle-friendly runway

Where 530 days of battery life come from

One charge ledger for the chapter's 15-minute weather node, including its honest rounding boundary.

Phoebe, the physics guidePhoebe guides
The one targetTurn current and seconds into daily charge.
The chapter case96 sensor reads, 12 Wi-Fi bursts, 2,000 mAh.
What it buys youSee exactly why batching extends the estimate.

A field team faces an unresolved physical question: Where 530 days of battery life come from They must answer it before changing wi-fi transmissions per day on the real device. Predict the direction first.

See the relationship before changing it

The chapter figure below shows: Wireless transmission power profile

The retained audit below checks several chapter fixtures. This added model holds every other chapter fixture fixed, so the numeric fixture does not switch without explanation.

Five-minute sensor-cycle current profile showing deep sleep, sensor read, processing, Wi-Fi transmit, and return to sleep; the Wi-Fi transmit burst is the highest-current phase.
Wireless transmission power profile

Derive the baseline in four named moves

  1. 1

    Name the input. The chapter baseline for wi-fi transmissions per day is 12.

  2. 2

    Name the relationship. Q_day=Q_sensor+N_tx(I_wifi t_wifi/3600)+Q_sleep; days=C/Q_day

  3. 3

    Substitute the chapter fixture. Set wi-fi transmissions per day to 12. The page ledger gives wi-fi as 1.13 mAh/day.

  4. 4

    Read the result. Keep mAh/day beside the value. Use it only inside the technical boundary on this page.

Predict, then change wi-fi transmissions per day

Try Predict the direction of wi-fi. Move one control, calculate, then check your prediction.

12
Chapter baseline
Wi-Fi

Observe The widget repeats the same currentxtime sum and capacity division derived above. Reset the control to 12 and compare wi-fi.

Explain Only wi-fi transmissions per day moves here. The other chapter fixtures remain fixed.

Check yourself

What should you do before trusting a moved-control result?
Answer: Predict its direction, apply the shown relationship, keep the units, and reset to the worked baseline.
What does this small model leave out?
Answer: Only wi-fi transmissions per day moves. Field effects named in the page's technical boundary stay fixed.

1. Current is charge flow

A milliampere (mA) tells how fast charge leaves the cell. A milliamp-hour (mAh) is the charge used by 1 mA for one hour.

ΔQ_mAh = I_mA × Δt_s / 3,600

2. Count the daily cycles

The node wakes every 15 minutes, so the day contains 24×60/15 = 96 cycles. A 30 mA, 3 s sensor read costs 30×3/3,600 = 0.0250 mAh; 96 reads cost 2.40 mAh/day.

3. Add each state

1

Sensor96 × 0.0250 = 2.40 mAh/day.

2

RadioOne 170 mA, 2 s Wi-Fi burst costs 0.0944 mAh.

3

SleepThe chapter's long sleep intervals total about 0.239 mAh/day.

4

LifetimeEstimated days = capacity/daily charge.

4. Try batching the transmissions

Q_day=Q_sensor+N_tx(I_wifi t_wifi/3600)+Q_sleep; days=C/Q_day

TryMove from 96 separate transmissions to the chapter's 12 buffered transmissions.

Sensor
Wi-Fi
Total
Ideal lifetime
Versus 11.7 mAh/day

ObserveAt 12 bursts the exact ledger is 3.77 mAh/day and 530 days, about 3.1× the unbuffered estimate.

ExplainThe widget repeats the same current×time sum and capacity division derived above.

Technical boundaries.

The daily ledger keeps sensor reads, state currents and durations, sleep charge, and battery capacity fixed while radio transmission count changes. Cold, ageing, cutoff voltage, self-discharge, regulator losses, and radio retries are outside this ideal charge budget.

cold
Needs separate evidence
aging
Needs separate evidence
cutoff voltage
Needs separate evidence
self-discharge
Needs separate evidence
regulator loss
Needs separate evidence
radio retries
Needs separate evidence

Use field evidence or a deeper model before release.

5. Reproduce the chapter's answers

Buffered radio charge is 12×0.0944 = 1.13 mAh/day. Then 2.40+1.13+0.239 = 3.77 mAh/day and 2,000/3.77 = 530 days. A 3.7 V, 2,000 mAh cell stores 3.7×2,000/1,000 = 7.40 Wh before losses.

6. Keep the rounding honest

Rounding the daily total to 3.7 mAh before division gives 541 days. Carrying the displayed components gives 530 days. Both support the same design conclusion, but 530 is the reproducible component-led result.

7. Check yourself

How many 15-minute cycles fit in a day?
Answer: 24×60/15 = 96.
What does one Wi-Fi burst cost?
Answer: 170×2/3,600 = 0.0944 mAh.
Why is 530 days not a field guarantee?
Answer: It omits chemistry, temperature, cutoff, conversion loss, retries, and aging.
Honesty boundary.

The daily ledger keeps sensor reads, state currents and durations, sleep charge, and battery capacity fixed while radio transmission count changes. Cold, ageing, cutoff voltage, self-discharge, regulator losses, and radio retries are outside this ideal charge budget.

currents
Sensor and radio state currents
durations
Sensor-read and radio-transmit state durations
cycle counts
Daily sensing and buffered transmission counts
cell capacity
Nominal battery charge capacity
3.7 V energy scale are the chapter's
Assumed voltage for converting charge to energy

This is an ideal budget for comparing designs, not a warranted service life.