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eess.SY2025
Operator-Theoretic Joint Estimation of Aging-Aware State of Charge and Control-Informed State of Health
Rahmat K. Adesunkanmi, Adel Alaeddini, Mahesh Krishnamurthy
Accurate estimation of a battery's state of charge and state of health is essential for safe and reliable battery management. Existing approaches often decouple these two states, l…
eess.SY2022★ 9 cited
Data-Driven Linear Koopman Embedding for Networked Systems: Model-Predictive Grid Control
Ramij R. Hossain, Rahmat Adesunkanmi, Ratnesh Kumar
This paper presents a data-learned linear Koopman embedding of nonlinear networked dynamics and uses it to enable real-time model predictive emergency voltage control in a power ne…