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Battery Data Alliance
- Design: One key challenge arises from the lack of open source battery data and a standardized method to access existing datasets. As a result, companies often find themselves engaged in redundant efforts concerning data collection and conversion.
- Testing: Many companies manually configure their testing equipment. There is a gap in the market between available testing standards and the actual execution of tests.
- Manufacturing: Variations in battery data structures across manufacturers lead to unnecessary complexities in schema design and data conversion leading to inefficiencies and barriers for collaboration.
- Telemetry: The area of battery telemetry remains largely unexplored from an open-source perspective. There is untapped potential for development and growth in this area.