Test plan
Set up a virtual pack and compare plain white noise with a QDS-style correlated noise model.
340
250
1.5
2.0
0.80
0
This is a concept model: it shows how noise + correlation shape outcomes. It is not a calibrated battery tester.
Simulation summary
Duration (median)
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Cells failing early
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Residual RMS
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QDS-style K (lag-1 corr)
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Hit Run simulation to generate a synthetic pack and see how correlated noise reshapes lifetime.
White-noise baseline
QDS-style correlated
Lifetime spread across cells
Each point is one cell: how long it survived before hitting the failure threshold.
Sample health profile
One representative cell under each noise model. Same average drain, different correlation structure.