Intern, AI-based Controls for Sustainable HVACs

Job Description

Role Overview

We are looking for a motivated and enthusiastic individual to join Bosch for a fulfilling internship opportunity! This internship will provide valuable hands-on experience in a corporate environment, allowing you to contribute to ongoing projects while learning from experienced professionals. As an Intern, AI-based Controls for Sustainable HVACs, you will support experimental & data analytics (AI/ML) activities for the development of intelligent energy management solutions for Residential Air Conditioners (RAC) in collaboration with experienced team members.

What you will do (Key Responsibilities)

• Develop optimization and AI based algorithms for energy management using reinforcement learning.

• Ensure a smooth operation of RAC tests, data collection, analysis, and validation.

• Develop algorithms to minimize RAC energy cost and maximize user comfort.

• Use suitable reinforcement learning algorithm to develop a smarter decision maker for AC settings.

• Validate concepts in Robert Bosch SEA Corporate Research HVAC testbed/lab and using real data from thousands of field units.

• Execute and analyze experiment results with statistical tools to validate control performance.