/TemperatureField-Reconstruction

Sparse reconstruction of temperature field in lithium battery pack(2019-05-27)

Primary LanguagePython

2019-05-27:TemperatureField-Reconstruction(Prediction)

1.Requirements

  • python >= 3.6
  • keras >= 2.2.2
  • scikit-learn >= 0.19.1
  • pandas
  • numpy
  • matplotlib

2.Modules
data_visualization.py :for data analysis.
temperature_prediction.py :main.

3.How-to-run
Make sure that the file is shown below, and then run temperature_prediction.py directly:
|-TemperatureField-Reconstruction
|-data
|-AT4532
|-AUTO_0001_2018-07-09.csv
|-AUTO_0002_2018-07-13.csv
|-output
|-picture
|-video
|-src
|-data_visualization.py
|-temperature_prediction.py
|-readme.md