PakaLi Battery Laboratory

Hawaiʻi Natural Energy Institute (HNEI) · University of Hawaiʻi at Mānoa

The PakaLi Battery Laboratory conducts research on battery performance, degradation, diagnosis, and prognosis.

Our work combines experimental testing, electrochemical modeling, and data-driven methods to better understand battery aging and support practical, non-invasive assessment of battery health.

This Hugging Face organization hosts research datasets and resources from the lab, including shared work on battery data and machine learning.

Research areas

• Battery diagnosis and prognosis
• Electrochemical modeling
• Machine learning for batteries
• Battery testing and monitoring
• Battery pack modeling