72 citations · 89 across the 4 of their papers we have counts for
5 papers
BattX: An Equivalent Circuit Model for Lithium-Ion Batteries Over Broad Current Ranges
Nikhil Biju, Huazhen Fang
Advanced battery management is to lithium-ion battery systems as the brain is to the human body. Its performance rests on the use of battery models that are both fast and accurate.…
Nonlinear Model Predictive Control Based on Constraint-Aware Particle Filtering/Smoothing
Iman Askari, Shen Zeng, Huazhen Fang
Nonlinear model predictive control (NMPC) has gained widespread use in many applications. Its formulation traditionally involves repetitively solving a nonlinear constrained optimi…
Integrating Electrochemical Modeling with Machine Learning for Lithium-Ion Batteries
Hao Tu, Scott Moura, Huazhen Fang
Mathematical modeling of lithium-ion batteries (LiBs) is a central challenge in advanced battery management. This paper presents a new approach to integrate a physics-based model w…
Real-Time Optimal Lithium-Ion Battery Charging Based on Explicit Model Predictive Control
Ning Tian, Huazhen Fang, Yebin Wang
The rapidly growing use of lithium-ion batteries across various industries highlights the pressing issue of optimal charging control, as charging plays a crucial role in the health…
Three-dimensional Temperature Field Reconstruction for A Lithium-Ion Battery Pack: A Distributed Kalman Filtering Approach
Ning Tian, Huazhen Fang, Yebin Wang
Despite the ever-increasing use across different sectors, the lithium-ion batteries (LiBs) have continually seen serious concerns over their thermal vulnerability. The LiB operatio…