Company Filing History:
Years Active: 2025
Title: Aabriti Dutta: Innovator in HVAC Control Systems
Introduction
Aabriti Dutta is a notable inventor based in Chennai, India. He has made significant contributions to the field of Heating, Ventilation, and Air Conditioning (HVAC) systems. His innovative approach combines domain knowledge with advanced machine learning techniques to enhance energy efficiency in building environments.
Latest Patents
Aabriti Dutta holds a patent for "Optimized HVAC control using domain knowledge combined with deep reinforcement learning (DRL)." This patent addresses the challenges faced in HVAC control systems, where traditional control logic often leads to conflicts and sub-optimal performance. The patented system utilizes Deep Reinforcement Learning (DRL) to resolve these conflicts while integrating domain knowledge through an Expressive Decision Tables (EDT) engine. This innovative method aims to improve thermal comfort and energy efficiency in buildings.
Career Highlights
Aabriti Dutta is currently employed at Tata Consultancy Services Limited, where he applies his expertise in HVAC systems and machine learning. His work focuses on developing advanced control systems that leverage both traditional knowledge and modern technology to optimize building environments.
Collaborations
Aabriti has collaborated with talented coworkers such as Sagar Kumar Verma and Supriya Agrawal. Their combined efforts contribute to the advancement of HVAC technologies and the implementation of innovative solutions in the industry.
Conclusion
Aabriti Dutta's work in optimizing HVAC control systems through the integration of domain knowledge and deep reinforcement learning represents a significant advancement in energy-efficient building management. His contributions are paving the way for smarter and more efficient HVAC solutions.