wang-fujin/dr-net

this is code for our paper feature disentanglement and tendency retainment with domain adaptation for Lithium-ion battery capacity estimation. Please cite it if you find it useful.

@article{wang2023feature,
  title={Feature disentanglement and tendency retainment with domain adaptation for Lithium-ion battery capacity estimation},
  author={Wang, Fujin and Zhao, Zhibin and Zhai, Zhi and Guo, Yanjie and Xi, Huan and Wang, Shibin and Chen, Xuefeng},
  journal={Reliability Engineering \& System Safety},
  volume={230},
  pages={108897},
  year={2023},
  publisher={Elsevier}
}

dr-net's Issues

the code for resampling the dataset

Hello, can you share the code for resampling the dataset?

Data availability

Hello,

First of all, thanks for this inspiring work, and for making the code available as well.

I have already downloaded the batches of Toyota dataset from the link given in the data folder. However, it seems it requires some pre-processing like converting the mat or json files to npy files, which are used in load_data.py. So, is it possible to share the pre-processing scripts or the npy files? Or giving more information to select and pre-process the battery data would be really helpful to reproduce the results.

Thanks in advance