Analyze and adapt data models for battery testing Implement simple test environment to simulate battery test lab Analyze state of the art in ML applicable to plant management Select appropriate approaches and implement prototypes for tasks in the battery testing facility (e.g. allocate test equipment) Design an agent prototype that interacts with the environment Design dashboard prototypes to properly communicate necessary changes in resource allocation