Methodologies for SoX, Self-Diagnosis and RUL algorithms development and data collection

The document is the BIG LEAP deliverable No. 3.1, being the first deliverable of WP3. This work package is focused on the development of adaptive SOX and Remaining Useful Life (RUL) estimators, enhanced battery models and the cloud-based software layer. In this context, D3.1 serves as a baseline for the development of algorithms and breaks ground for the main tasks to be developed within WP3. Specifically, the deliverable reports the specific methodologies and specifications for each of the SOX and RUL algorithms to be developed. Additionally, data collection is addressed and guidelines for data standardization are given. The data collection is divided into the identification of open-access databases and the collection of data from battery OEMs participating in BIG LEAP.