activity
20152023
most citedIntegrating Physics-Based Modeling with Machine Learning for Lithium-Ion Batteries

188 citations · 504 across the 14 of their papers we have counts for

collaborators

15 papers

eess.SY2023★ 45 cited

A Novel Modular, Reconfigurable Battery Energy Storage System: Design, Control, and Experimentation

Amir Farakhor, Di Wu, Yebin Wang +1

This paper presents a novel modular, reconfigurable battery energy storage system. The proposed design is characterized by a tight integration of reconfigurable power switches and…

cs.RO2022

Autonomous Vehicle Parking in Dynamic Environments: An Integrated System with Prediction and Motion Planning

Jessica Leu, Yebin Wang, Masayoshi Tomizuka +1

This paper presents an integrated motion planning system for autonomous vehicle (AV) parking in the presence of other moving vehicles. The proposed system includes 1) a hybrid envi…

cs.CE2021★ 188 cited

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…

quant-ph2020★ 8 cited

Stochastic optimal control formalism for an open quantum system

Chungwei Lin, Dries Sels, Yanting Ma +1

A stochastic procedure is developed which allows one to express Pontryagin's maximum principle for dissipative quantum system solely in terms of stochastic wave functions. Time-opt…

eess.SY2020★ 72 cited

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…

eess.SY2020★ 1 cited

One-Shot Parameter Identification of the Thevenin's Model for Batteries: Methods and Validation

Ning Tian, Yebin Wang, Jian Chen +1

Parameter estimation is of foundational importance for various model-based battery management tasks, including charging control, state-of-charge estimation and aging assessment. Ho…