Dheeraj Reddy Pasham
Robotics and autonomous systems
Hometown: 2-8-631, F2 , C.Ram Reddy Residency, Telangana, India
Graduation date: Spring 2026
MORE | Spring 2025
Hybrid AI-Driven SOC and SOH Estimation for Battery Management Systems
This research aims to develop a hybrid AI-driven approach for State of Charge (SOC) and State of Health (SOH) estimation in battery management systems by integrating physics-based models with machine learning algorithms. This hybrid methodology enhances estimation accuracy, improving battery lifespan, reliability, and safety. The approach optimizes energy storage performance in electric vehicles (EVs) and grid-scale Battery Energy Storage Systems (BESS). Future work will focus on refining the hybrid framework and expanding its applicability across diverse battery chemistries and operating conditions.
Mentor: Junfeng Zhao
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