BatteryLife_Processed
Authors/Creators
Contributors
Supervisor (3):
Description
Here is the processed dataset for our publication, "BatteryLife: A Comprehensive Dataset and Benchmark for Battery Life Prediction."
The purpose of proposing this data is to contribute to the field of battery life prediction research area. This dataset consists of four sub-datasets: Li-ion, Zn-ion, Na-ion, and CALB datasets. It includes 998 batteries, 8 different battery formats, 80 different chemical systems, 12 different operation temperatures, and 646 different charge/discharge protocols in a uniform data format. Other details can be found in README.md in each sub-dataset.
The official repository for preprocessing and benchmarking is available at: Ruifeng-Tan/BatteryLife: The official BatteryLife repository (github.com).
If you are interested in contributing, please contact us via email at rtan474@connect.hkust-gz.edu.cn and whong719@connect.hkust-gz.edu.cn.
Files
CALB_labels.json
Files
(24.3 GB)
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Additional details
Software
- Repository URL
- https://github.com/Ruifeng-Tan/BatteryLife
- Programming language
- Python