Using CRUH/CRUSH/MIX for RUL

Question

Using CRUH/CRUSH/MIX for RUL

Closed this issue a month ago · 1 comments

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)

Answer 1 · 2024-06-10T15:00:00.000Z

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.