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MathWorks: Estimate Battery Model Parameters from HPPC Data

The retained CT-01 contract transcribes ParameterSummary ID 5 for BAK N18650CL-29 at 25 °C and 0.4 SOC. Its original retrieval date is August 23, 2026; the campaign source notes record a September 30, 2026 check. The measured source voltage waveform was not imported.

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Bibliographic reference · contents not reviewedSource record reviewed

Understand the retained battery parameter row

A two-RC equivalent circuit separates a cell's immediate resistive voltage drop from two slower polarization responses. Lemonergy uses one retained parameter row to demonstrate the forward pulse response and a separate parameter recovery experiment.

The attributed source is MathWorks, Estimate Battery Model Parameters from HPPC Data. The CT-01 contract transcribes ParameterSummary ID 5, identified as BAK N18650CL-29 at 25 °C and SOC 0.4 during discharge. These are fitted model parameters for that operating point, not a manufacturer datasheet or a set of operating limits.

Published values retained in the contract

Each S1 link leads to the campaign's downloadable reference contract. The hppc.operatingPoint and hppc.publishedSolution fields identify the exact values and their source. “Selected row” below means the stated temperature, SOC and discharge direction.

QuantitySymbolValueUnitConditions and useBasis
Cell capacityCnom2.84AhRetained characterization metadata; not an evolving forward-model stateRetained context · S1
TemperatureT25°CSelected parameter row; held fixedRetained operating point · S1
State of chargeSOC0.41 (fraction)Manually assigned source operating point; held fixed in the modelRetained operating point · S1
Open-circuit voltageOCV3.7353VSelected row; held fixed during recoveryRounded published value · S1
Ohmic resistanceR00.040839ΩSelected row; fitted in the recovery experimentRounded published value · S1
Fast-branch resistanceR10.0020343ΩSelected row; fitted in the recovery experimentRounded published value · S1
Fast-branch time constantτ11.1318sSelected row; fitted in the recovery experimentRounded published value · S1
Fast-branch capacitanceC1556.35FPublished rounded comparison value; forward blocks use R1 and τ1Rounded published value · S1
Slow-branch resistanceR20.012923ΩSelected row; held fixed during recoveryRounded published value · S1
Slow-branch time constantτ220.73sSelected row; held fixed during recoveryRounded published value · S1
Slow-branch capacitanceC21604.2FPublished rounded comparison value; forward blocks use R2 and τ2Rounded published value · S1
Source discharge currentIsource−6.1871ASource convention uses negative dischargeRetained observable · S1
Source pulse durationtpulse30sOne disclosed discharge pulseRetained observable · S1

Capacitance and time constant are related by Ck = τk/Rk. Independently rounded table entries need not satisfy that relation exactly at every printed digit. The retained source does not provide parameter confidence intervals; extra digits in a calculated response do not establish extra physical certainty.

How Lemonergy constructs the example

Lemonergy changes the current convention to positive discharge and evaluates V = OCV − I R0 − v1 − v2. Each polarization state follows dvk/dt = (I Rk − vk)/τk. The voltage waveform is constructed from these equations; the measured source voltage trace was not imported.

QuantitySymbolValueUnitConditions and useBasis
Example discharge currentI+6.1871ASame pulse magnitude, positive-discharge conventionSign transformation · S1
Initial polarizationv1(0), v2(0)0VBoth branches begin relaxedAuthored initial state · S1
Recovery sample intervalΔt0.1sUniform end-of-step samples in the fitting benchmark; not a source acquisition rateAuthored sampling · S1
Recovery holdout currentIholdout5AGenerated from the same fixed linear model; not another measured experimentAuthored holdout · S1

The authored sequence is 10 s rest, 30 s pulse, 70 s rest, another 30 s pulse and 70 s rest. The forward example keeps the parameter row fixed; the recovery benchmark estimates only R0, R1 and τ1. Neither workflow reconstructs a measured HPPC test across changing SOC and temperature.

The source's recorded minimum of 3.4001 V is not a comparison target because its measured trace is absent. Its FitPc result is also not treated as Lemonergy RMSE. The contract's simulator-support fields, such as cell mass and voltage or temperature windows, are not source-backed cell specifications and should not be copied into a datasheet table.

Publication date and retained provenance

The publication date is unknown. The original contract records retrieval on 23 August 2026; campaign notes record a subsequent source check on 30 September 2026. The wiki's record-review date describes local editorial work, not a fresh visit to the original documentation.

No complete source-page copy is retained. The external application was not executed for this comparison. Because documentation URLs can change, reproduce the frozen contract rather than assuming the current webpage contains identical values. Use the linked Lemonergy tutorials for the model pictures, run instructions and interpretation of numerical agreement.

Reference details

Reference type
article
Publisher
MathWorks

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