Recognise cell/battery regressions we can leverage ‣.

Predict failures: Estimate the risk of cell failure.

Recognise failures:

• Cell voltage dips upon a soft short

While designing systems for automatic battery problem discovery, consider the following:

• Computer-aided processes often warrant a design very different from human-only processes
• Automate mechanics before decision making

Part of ‣ and Battery safety.