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dikshant1103
/
battery-rul-predictor
like
1
PyTorch
battery
remaining-useful-life
physics-informed
li-ion
predictive-maintenance
BMS
arxiv:
2312.17329
arxiv:
2404.17174
License:
mit
Model card
Files
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xet
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battery-rul-predictor
6.57 MB
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1 contributor
History:
3 commits
dikshant1103
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20 days ago
results
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.gitattributes
1.58 kB
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README.md
4.97 kB
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config.json
712 Bytes
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stage1_degradation_estimator.pt
pickle
Detected Pickle imports (3)
"collections.OrderedDict"
,
"torch._utils._rebuild_tensor_v2"
,
"torch.FloatStorage"
What is a pickle import?
637 kB
xet
Upload trained Battery RUL Predictor model
20 days ago
stage1_scaler_X.pkl
pickle
Detected Pickle imports (5)
"numpy._core.multiarray.scalar"
,
"numpy.dtype"
,
"numpy.ndarray"
,
"sklearn.preprocessing._data.StandardScaler"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
How to fix it?
919 Bytes
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stage1_scaler_y.pkl
pickle
Detected Pickle imports (5)
"numpy.ndarray"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"numpy._core.multiarray.scalar"
,
"numpy.dtype"
,
"sklearn.preprocessing._data.StandardScaler"
How to fix it?
735 Bytes
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stage2_rul_gbt.pkl
pickle
Detected Pickle imports (9)
"sklearn.ensemble._gb.GradientBoostingRegressor"
,
"sklearn._loss.link.Interval"
,
"sklearn._loss.loss.HalfSquaredError"
,
"numpy.dtype"
,
"sklearn.dummy.DummyRegressor"
,
"_loss.CyHalfSquaredError"
,
"numpy.ndarray"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"sklearn._loss.link.IdentityLink"
How to fix it?
4.24 MB
xet
Upload trained Battery RUL Predictor model
20 days ago
stage2_rul_nn.pt
pickle
Detected Pickle imports (3)
"collections.OrderedDict"
,
"torch._utils._rebuild_tensor_v2"
,
"torch.FloatStorage"
What is a pickle import?
197 kB
xet
Upload trained Battery RUL Predictor model
20 days ago
stage2_scaler_X.pkl
pickle
Detected Pickle imports (5)
"numpy.dtype"
,
"numpy._core.multiarray.scalar"
,
"numpy.ndarray"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"sklearn.preprocessing._data.StandardScaler"
How to fix it?
1.07 kB
xet
Upload trained Battery RUL Predictor model
20 days ago
stage2_scaler_y.pkl
pickle
Detected Pickle imports (5)
"numpy.dtype"
,
"numpy._core.multiarray.scalar"
,
"numpy.ndarray"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"sklearn.preprocessing._data.StandardScaler"
How to fix it?
591 Bytes
xet
Upload trained Battery RUL Predictor model
20 days ago
