uvos/CoincellHellExpiramentData
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add rul support

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This commit is contained in:
Carl Philipp Klemm 2024-11-20 22:05:06 +01:00
parent 72b4b21c99
commit 62a586a17c
6 changed files with 27483 additions and 27487 deletions
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54954
run-24-06-13/meta.csv
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run-24-06-13/run-24-06-13.tar
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1
scripts/cellmeta.py
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@ -136,3 +136,4 @@ class CellMeta:
self.soc = -1
self.cap_esitmate = -1
self.soc_estimate = -1
self.rul = -1

2
scripts/createdataset.py
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@ -6,6 +6,7 @@ import tarfile
from chargefile import ChargeFile
from spectrafile import SpectraFile
from soc_estimation import add_soc_estimate
from rul import add_rul
if __name__ == "__main__":
@ -53,6 +54,7 @@ if __name__ == "__main__":
spectras.sort(key=lambda spectra: spectra.step)
add_soc_estimate(spectras)
add_rul(spectras, cells)
for spectra in spectras:
spectra.write(args.out + ".tmp")

8
scripts/soc_estimation.py
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@ -1,13 +1,5 @@
from scipy.optimize import curve_fit
from scipy.interpolate import splrep, splev
import csv
import argparse
import numpy
import matplotlib.pyplot as plt
from eisgenerator import EisSpectra
import io
import tarfile
from tqdm import tqdm
from spectrafile import SpectraFile

5
scripts/spectrafile.py
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@ -28,11 +28,12 @@ class SpectraFile:
def write(self, directory: str):
metaList = [float(self.step), float(self.substep), float(self.cellid), float(self.meta.cell_group), float(self.temperature), float(self.ocv),
float(self.meta.charge_cycles), float(self.meta.thermal_cycles), float(self.meta.last_avg_cap), float(self.meta.last_avg_cap_step),
float(self.meta.last_cap), float(self.meta.last_cap_step), float(self.meta.cap_esitmate), float(self.meta.soc), float(self.meta.soc_estimate)]
float(self.meta.last_cap), float(self.meta.last_cap_step), float(self.meta.cap_esitmate), float(self.meta.soc), float(self.meta.soc_estimate),
float(self.meta.rul)]
self.spectra.setLabels(metaList)
self.spectra.model = "Unkown"
meta_dsc_strings = ["step", "substep", "cellid", "cell_group", "temparature", "ocv", "charge_cycles", "thermal_cycles",
"last_avg_cap", "last_avg_step", "last_cap", "last_cap_step", "cap_estimate", "soc", "soc_estimate"]
"last_avg_cap", "last_avg_step", "last_cap", "last_cap_step", "cap_estimate", "soc", "soc_estimate", "rul"]
self.spectra.headerDescription = "File origin"
self.spectra.header = "CoinCellHell mesurement file"
self.spectra.labelNames = meta_dsc_strings