Energy Consumption and Battery Aging Minimization Using a Q-learning Strategy for a Battery/Ultracapacitor Electric Vehicle. - Bin Xu; Junzhe Shi; Sixu Li; Huayi Li; Zhe Wang (CoRR, 2020)

Learning Time Reduction Using Warm Start Methods for a Reinforcement Learning Based Supervisory Control in Hybrid Electric Vehicle Applications. - Bin Xu; Jun Hou; Junzhe Shi; Huayi Li; Dhruvang Rathod; Zhe Wang; Zoran S. Filipi (CoRR, 2020)

Cloud-Based Dynamic Programming for an Electric City Bus Energy Management Considering Real-Time Passenger Load Prediction. - Junzhe Shi; Bin Xu; Xingyu Zhou; Jun Hou (CoRR, 2020)

Electric Vehicle Battery Remaining Charging Time Estimation Considering Charging Accuracy and Charging Profile Prediction. - Junzhe Shi; Min Tian; Sangwoo Han; Tung-Yan Wu; Yifan Tang (CoRR, 2020)

Online energy management system for a fuel cell/battery hybrid system with multiple fuel cell stacks. - Junzhe Shi; Ulf Jakob Flø Aarsnes; Dagfinn Nærheim; Scott Moura (CoRR, 2023)

Nonlinear Fractional Dynamics Integrated Physics-Informed Neural Network Model for LiFePO4 Batteries in Electric Vehicles. - Manashita Borah; Shida Jiang; Junzhe Shi; Scott Moura (ACC, 2024)

Weaknesses and Improvements of the Extended Kalman Filter for Battery State-of-Charge and State-of-Health Estimation. - Shida Jiang; Junzhe Shi; Manashita Borah; Scott Moura (ACC, 2024)

Multiple Time Scale Energy Management for a Fuel Cell Ship Propulsion System. - Junzhe Shi; Shida Jiang; Ulf Jakob Flø Aarsnes; Dagfinn Nærheim; Scott Moura (ECC, 2024)

A New Framework for Nonlinear Kalman Filters. - Shida Jiang; Junzhe Shi; Scott Moura (CoRR, 2024)

Relax, Estimate, and Track: a Simple Battery State-of-charge and State-of-health Estimation Method. - Shida Jiang; Junzhe Shi; Scott Moura (CoRR, 2024)

Cybersecurity of Hybrid Electric City Bus With V2C Connectivity. - Junzhe Shi; Jingbo Wu; Bin Xu; Ziyou Song (IEEE Trans. Intell. Veh., 2024)

Physics-informed mixture of experts network for interpretable battery degradation trajectory computation amid second-life complexities. - Xinghao Huang; Shengyu Tao; Chen Liang; Jiawei Chen; Junzhe Shi; Yuqi Li; Bizhong Xia; Guangmin Zhou; Xuan Zhang (CoRR, 2025)

An Adaptive Estimation Approach based on Fisher Information to Overcome the Challenges of LFP Battery SOC Estimation. - Junzhe Shi; Shida Jiang; Shengyu Tao; Jaewong Lee; Manashita Borah; Scott Moura (CoRR, 2025)