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Verify · Reference TL-001 · Technical review:

Why a Cell Can Pass a Capacity Test and Still Fail Your High-Power Application

A capacity result describes delivered charge under one test condition. Your equipment also needs loaded voltage, usable energy and thermal margin throughout its duty cycle.

Start with the decision ↓

The engineering decision

Accept a cell for the application only after its loaded-voltage and temperature behavior meets the equipment limits at the required current, state of charge and environment.

Have these inputs ready

  • Cell test conditions and discharge curves
  • Equipment voltage window and cutoff
  • Current versus time, including repetition
  • Cell temperature, SOC and aging condition

Same cell. Two operating points.

Scroll horizontally to view the full diagram →

Same cell. Two operating points.Hypothetical 30 Ah cell with fixed effective resistance of 4 mΩ. Values are a first-pass electrical calculation. 6 A · 0.2C; 150 A · 5C0 W30 W60 W90 W6 A · 0.2C0.144 W150 A · 5C90 W
Hypothetical 30 Ah cell with fixed effective resistance of 4 mΩ. Values are a first-pass electrical calculation.

Separate charge, energy and power

Amp-hours integrate current over time. Watt-hours integrate terminal voltage multiplied by current. A nominal-voltage-times-capacity estimate is useful for screening, but the energy delivered to equipment follows its actual loaded-voltage curve and stopping conditions.

The lowest usable voltage is a system boundary. An inverter can reach its undervoltage threshold while the cells still retain charge. A cell-level protection event, a hot connector or a thermal limit can end the mission earlier still. Record the first limit reached rather than reporting only the final Ah result.

Q(Ah) = ∫ I(A) dt(s) / 3600 E(Wh) = ∫ V(V) I(A) dt(s) / 3600 Vloaded ≈ VOCV − I Reffective
Four questions to answer separatelyScroll horizontally to compare all columns →
QuantityMeasurementDesign decision
Capacity (Ah)Integral of current to the defined cell cutoffCharge available at that test rate
Usable energy (Wh)Integral of terminal power to the equipment limitMission runtime
Power capabilityLoaded voltage during each current eventAcceleration and actuator support
Thermal behaviorTemperature versus time in the enclosureContinuous and repeated load limits

What changes between 0.2C and 5C?

Take a hypothetical 30 Ah cell and assume 4 mΩ effective resistance at the stated operating point. Increasing current from 6 A to 150 A multiplies the resistive voltage drop by 25 and instantaneous resistive heating by 625.

The 90 W result estimates the resistive contribution under this fixed-resistance model. Cell heat also includes reversible electrochemical heat, and pulse resistance depends on the observation interval. Predicting temperature requires a validated heat-source model, heat capacity, heat transfer and time.

ΔV ≈ I R Ploss ≈ I²R
Hypothetical electrical comparisonScroll horizontally to compare all columns →
CurrentC-rateI × R dropI²R loss
6 A0.2C0.024 V0.144 W
60 A2C0.240 V14.4 W
150 A5C0.600 V90.0 W

Find the operating corner that determines the pack

Screen manufacturer curves at the relevant discharge current and temperature. Then test the assembled pack, including cells, joints, switches, fuse, connectors and cables. Cold cells, low SOC and aged cells should be represented in the validation matrix where they fall inside the service requirement.

At constant equipment power, falling battery voltage raises input current. That can deepen sag and increase heating. A test performed at constant current can therefore underrepresent the end-of-discharge demand of a regulated load.

Parallel cells reduce ideal branch current, but unequal interconnect resistance and thermal conditions can prevent equal sharing. Select the series count from the full voltage window and determine parallel count from energy, current and packaging together.

Recognize the failure signature

Symptoms and next measurementsScroll horizontally to compare all columns →
ObservationPossible mechanismNext evidence
Good low-rate Ah; early loaded cutoffSag reaches equipment input limitSynchronized terminal V and I
One series group drops fasterCapacity, resistance or SOC mismatchGroup voltage and controlled cell testing
Terminal voltage low; cell stack stableCurrent-path lossSegment voltage-drop measurements
First pulse passes; later pulses failHeat accumulation or protection recoveryTemperature and event log across repetitions

Measurement & validation procedure

Application acceptance checklistScroll horizontally to compare all columns →
Test / reviewRecordAcceptance condition
Reproduce the missionTerminal V, current, delivered Wh and stop reasonRequired mission finishes within equipment limits
Test service cornersLow SOC, specified temperature extremes and aging stateRequired events pass at each specified corner
Inspect the current pathTemperature at cells, FETs and jointsEvery component stays within its approved operating envelope

Continue this engineering task

Related engineering guidance

Prepare the evidence for review

  • Cell data sheet and test report
  • Recorded load trace
  • Equipment cutoff and operating temperature
  • Pack wiring and shutdown log
Continue to engineering review

Technical sources & claim support

References support the stated engineering principles. Worked examples use their explicitly stated assumptions.

  1. Molicel INR-21700-P45B product data sheet, revision 1.2 ↗

    Cell specifications; discharge-rate and temperature characteristics

    Cell-specific capacity, impedance and rate/temperature data; worked examples state their own input values.

  2. Keysight: How to Test Coin Cell Batteries ↗

    Coin Cell Battery Testing and Modeling: four-wire sensing, pulse resistance, pulse width/rest time and defined cutoffs

    Measurement principles illustrated with coin cells. Select the current profile, fixture, sampling, temperature and cutoff conditions for the actual cell or pack.

  3. Texas Instruments BQ76952 data sheet, SLUSE13B ↗

    Sections 7 and 10–12: electrical characteristics, measurement, protection and FET control

    Example of a monitor/protector architecture; capabilities depend on the selected IC and complete circuit.

  4. Richardson & Howey: Sensorless Battery Internal Temperature Estimation (IEEE TSTE, 2015) ↗

    Sections III-A and V–VIII; DOI 10.1109/TSTE.2015.2420375; author manuscript

    Validated on one 2.3 Ah cylindrical LFP cell; model parameters and accuracy do not transfer to other cells.

Key claims and evidence
Evidence mappingScroll horizontally to compare all columns →
ClaimBasisReference
Cell data separates capacity and condition-dependent discharge performancedocumentationMolicel INR-21700-P45B product data sheet, revision 1.2
Pulse resistance requires defined test conditionsdocumentationKeysight: How to Test Coin Cell Batteries
At 150 A and 4 mΩ, resistive loss is 90 Wcalculationcalculation
Application acceptance needs the first system limit, not Ah aloneinferenceMolicel INR-21700-P45B product data sheet, revision 1.2; Texas Instruments BQ76952 data sheet, SLUSE13B
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