3 papers
cs.CE2024
Integrating Physics-Based Modeling with Machine Learning for Lithium-Ion Batteries
Hao Tu, Scott Moura, Yebin Wang +1
Mathematical modeling of lithium-ion batteries (LiBs) is a primary challenge in advanced battery management. This paper proposes two new frameworks to integrate physics-based model…
eess.SY2024
On Simulation of Power Systems and Microgrid Components with SystemC-AMS
Rahul Bhadani, Satyaki Banik, Hao Tu +2
Cyber-physical systems such as microgrids consist of interconnected components, localized power systems, and distributed energy resources with clearly defined electrical boundaries…
eess.SY2024
Model-based Design Tool for Cyber-physical Power Systems using SystemC-AMS
Rahul Bhadani, Satyaki Banik, Hao Tu +2
Cyber-physical power systems, such as grids, integrate computational and communication components with physical systems to introduce novel functions and improve resilience and faul…