Manan Pathak

Data Science Approaches for Electrochemical Engineers: An Introduction through Surrogate Model Development for Lithium-Ion Batteries

Neal Dawson-Elli, Seong Beom Lee, Manan Pathak et al. · Journal of The Electrochemical Society · 2018 · 71 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +24

Efficient Simulation and Model Reformulation of Two-Dimensional Electrochemical Thermal Behavior of Lithium-Ion Batteries

Paul W. C. Northrop, Manan Pathak, Derek Rife et al. · Journal of The Electrochemical Society · 2015 · 69 citations · Full text

Model Reformulation, Engineering, Battery Behavior +20

Real-time Nonlinear Model Predictive Control (NMPC) Strategies using Physics-Based Models for Advanced Lithium-ion Battery Management System (BMS)

Suryanarayana Kolluri, Sai Varun Aduru, Manan Pathak et al. · Journal of The Electrochemical Society · 2020 · 55 citations · Full text

Electric Battery, Nonlinear System Identification, Electrical Engineering +15

(Invited) Analyzing and Minimizing Capacity Fade through Optimal Model-based Control - Theory and Experimental Validation

Manan Pathak, Dayaram Sonawane, Shriram Santhanagopalan et al. · ECS Transactions · 2017 · 27 citations · Full text

Minimizing Capacity Fade, Control Theory, Engineering +26

Properly Lumped Lithium-ion Battery Models: A Tanks-in-Series Approach

Akshay Subramaniam, Suryanarayana Kolluri, Caitlin D. Parke et al. · Journal of The Electrochemical Society · 2019 · 21 citations · Full text

Electric Battery, Electrical Engineering, Chemical Engineering +13