The candidate will be working on experimental & data analytics (AI/ML) activities for the development of an intelligent energy management solutions for Residential Air Conditioners (RAC). Developing optimization and AI based algorithms for energy management, ensuring a smooth operation of RAC tests, data collection, analysis, and validation are the expectations and possible expected tasks are listed below:
- Developing algorithms to minimize RAC energy cost.
- Model green energy supply (e.g. from a PV system) and develop solutions to maximize green energy use
- Validate concepts in Robert Bosch SEA Corporate Research HVAC testbed/lab and/or in virtual environment
- Execute and analyze experiment results with statistical tools to provide insights for further test and algorithm improvements
- RL and explainable AI
- Energy Management feature development for VRF and RAC
