rdbraatz / data-driven-prediction-of-battery-cycle-life-before-capacity-degradation

Code for Nature energy manuscript
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Could you provide the meanings of metadata? #27

Open Saltsmart opened 1 year ago

Saltsmart commented 1 year ago
Metadata Details Meaning (We just guess them!)
summary cycle cycle number
QDischarge (MATLAB) / QD (Python) electric quantity - during discharge or output?
QCharge (MATLAB) / QC (Python)  electric quantity - during charge or input?
IR internal resistence?
Tmax maximum temperature
Tavg average temperature
Tmin minimum temperature
chargetime duration for charge
cycles t timestamp
I current
V voltage
T temperature
Tdlin linear interpolations for temperature - Why are they rising? during discharge?
Qc electric quantity during charge
Qd electric quantity during discharge
Qdlin linear interpolations for electric quantity - Why are they rising? during discharge?
discharge_dQdV (MATLAB) / dQdV (Python) dQ/dV? during discharge?
Vdlin (Available for MATLAB Data) - linear interpolations from 3.5V to 2V - Why are they identical for all cells?
Saltsmart commented 1 year ago

Hi! Your dataset provides multivariate time series (cycles) and covariates for each cycle (summary), and we want to take use of them in our deep learning model. We are now struggling to get the meanings of the above metadata and need your help! Some has been guessed but we are unsure. The question marks (?) denote what we can't figure out.

petermattia commented 1 year ago