Using CRUH/CRUSH/MIX for RUL

microsoft / BatteryML

MIT License

480 stars 101 forks source link

Using CRUH/CRUSH/MIX for RUL #38

Closed HasanTheSyrian closed 2 months ago

HasanTheSyrian commented 3 months ago

Hello - I'm new to ML.

I have an assignment to train a model for battery RUL. Kindly answer the following questions:

How can I download CRUH/CRUSH/MIX? Do I just download the datasets they use and use them together?

How do I get the RUL estimations? Do I have to train the model myself?

note: I'm after the dataset and its results only, not the training (though I'll use the paper and the training results as a benchmark for my University assignment)

fingertap commented 2 months ago

CRUH and CRUSH requires some datasets from the Battery Archive. At the time we started to develop BatteryML, their datasets are directly download-able from their website. Nowadays you should email them to ask for the datasets. We will incorporate more data soon.