A curated list of awesome open-source battery data and dataset directories for researchers, engineers, and enthusiasts in the field. This is the go-to directory for an overview of all different available datasets related to battery technology, including lithium-ion batteries, battery aging datasets, and more. Why awesome? Because it not only provides data but also encompasses the spirit of open-source collaboration and advancement in battery technology.
These directories compile a variety of battery datasets. They serve as portals to extensive battery research data, facilitating advancements in energy storage technology.
- Battery Archive - Hosted by Sandia National Laboratories Grid Energy Storage Department (U.S. Department of Energy Office of Electricity), this directory offers a comprehensive collection of battery data. The site is a goldmine for researchers looking to understand battery performance and innovation. Learn more.
- BatteryBits - A community-driven initiative, BatteryBits provides a Google Sheet comparing open datasets for lithium-ion battery testing. It's a fantastic resource for quick comparisons and insights into dataset contents and quality. Medium article.
- BetterBat - Developed by the Fraunhofer Institute, BetterBat offers an Excel database focused on techno-economic cell selection. It's essential for those involved in the economic aspects of battery selection and deployment.
- Lithium-ion battery data and where to find it - A paper by Energy and AI that serves as a roadmap to finding lithium-ion battery data. This resource is invaluable for understanding the landscape of battery data availability.
Data from these institutions may be included in one or several of the above directories. These sources are crucial for those seeking specific datasets or looking to dive deeper into battery research.
- NASA - Offers datasets on Li-ion battery aging, crucial for understanding the longevity and performance of batteries in critical applications.
- Carnegie Mellon University - eVTOL Battery Dataset - Provides data on electric Vertical Take-Off and Landing (eVTOL) battery performance, pivotal for the future of urban air mobility.
- XJTU - Features datasets from XJTU's research, particularly in battery health monitoring and prognostics. Related paper.
- MIT-Stanford - Collaborative research data on battery materials and technologies, offering insights into cutting-edge developments in the field.
- Oxford - Focuses on the diagnosis and prognosis of degradation in lithium-ion batteries, essential for enhancing battery reliability and safety.
- CALCE - Provides datasets related to battery life cycle analysis and health management, crucial for sustainability and efficiency in battery use.
- RWTH - Offers data on lithium-ion battery research, with a focus on material science and engineering perspectives.
This is a living repo. Please feel free to contribute if you have additional ressources or by giving feedback.