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Xiaosong Hu
ORCID
Publication Activity (10 Years)
Years Active: 2005-2024
Publications (10 Years): 69
Top Topics
Predictive Control
Electric Vehicles
Gaussian Process Regression
Energy Management
Top Venues
IEEE Trans. Veh. Technol.
IEEE Trans. Ind. Electron.
IEEE Trans. Intell. Transp. Syst.
CoRR
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Publications
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Yunhong Che
,
Yusheng Zheng
,
Florent Forest
,
Xin Sui
,
Xiaosong Hu
,
Remus Teodorescu
Predictive health assessment for lithium-ion batteries with probabilistic degradation prediction and accelerating aging detection.
Reliab. Eng. Syst. Saf.
241 (2024)
Hao Long
,
Arash Khalatbarisoltani
,
Yalian Yang
,
Xiaosong Hu
Hierarchical Control Strategies for Connected Heavy-Duty Modular Fuel Cell Vehicles via Decentralized Convex Optimization.
IEEE Trans. Veh. Technol.
73 (1) (2024)
Jie Han
,
Arash Khalatbarisoltani
,
Yalian Yang
,
Xiaosong Hu
Energy Management in Plug-In Hybrid Electric Vehicles: Preheating the Battery Packs in Low-Temperature Driving Scenarios.
IEEE Trans. Intell. Transp. Syst.
25 (2) (2024)
Arash Khalatbarisoltani
,
Haitao Zhou
,
Xiaolin Tang
,
Mohsen Kandidayeni
,
Loïc Boulon
,
Xiaosong Hu
Energy Management Strategies for Fuel Cell Vehicles: A Comprehensive Review of the Latest Progress in Modeling, Strategies, and Future Prospects.
IEEE Trans. Intell. Transp. Syst.
25 (1) (2024)
Baozhao Yi
,
Xinhao Du
,
Jiawei Zhang
,
Xiaogang Wu
,
Qiuhao Hu
,
Weiran Jiang
,
Xiaosong Hu
,
Ziyou Song
Bias-Compensated State of Charge and State of Health Joint Estimation for Lithium Iron Phosphate Batteries.
CoRR
(2024)
Wei Li
,
Yi Xie
,
Xiaosong Hu
,
Manh-Kien Tran
,
Michael Fowler
,
Satyam Panchal
,
Jintao Zheng
,
Kailong Liu
An Internal Heating Strategy for Lithium-Ion Batteries Without Lithium Plating Based on Self-Adaptive Alternating Current Pulse.
IEEE Trans. Veh. Technol.
72 (5) (2023)
Arash Khalatbarisoltani
,
Loïc Boulon
,
Xiaosong Hu
Integrating Model Predictive Control With Federated Reinforcement Learning for Decentralized Energy Management of Fuel Cell Vehicles.
IEEE Trans. Intell. Transp. Syst.
24 (12) (2023)
Yi Xie
,
Wei Li
,
Xiaosong Hu
,
Manh-Kien Tran
,
Satyam Panchal
,
Michael Fowler
,
Yangjun Zhang
,
Kailong Liu
Coestimation of SOC and Three-Dimensional SOT for Lithium-Ion Batteries Based on Distributed Spatial-Temporal Online Correction.
IEEE Trans. Ind. Electron.
70 (6) (2023)
Xubo Gu
,
Hanyu Bai
,
Xiaofan Cui
,
Juner Zhu
,
Weichao Zhuang
,
Zhaojian Li
,
Xiaosong Hu
,
Ziyou Song
Challenges and Opportunities for Second-life Batteries: A Review of Key Technologies and Economy.
CoRR
(2023)
Yunhong Che
,
Daniel-Ioan Stroe
,
Xiaosong Hu
,
Remus Teodorescu
Semi-Supervised Self-Learning-Based Lifetime Prediction for Batteries.
IEEE Trans. Ind. Informatics
19 (5) (2023)
Jinghui Peng
,
Fengqi Zhang
,
Serdar Coskun
,
Xiaosong Hu
,
Yalian Yang
,
Reza Langari
,
Jinsong He
Hierarchical Optimization of Speed Planning and Energy Management for Connected Hybrid Electric Vehicles Under Multi-Lane and Signal Lights Aware Scenarios.
IEEE Trans. Intell. Transp. Syst.
24 (12) (2023)
Jie Han
,
Xiaosong Hu
,
Yalian Yang
,
Lech Marian Grzesiak
,
Dongsuk Kum
Joint Optimization of Configuration, Component Sizing, and Energy Management for Input-Split Hybrid Powertrains.
IEEE Trans. Veh. Technol.
72 (2) (2023)
Nan Zhao
,
Fengqi Zhang
,
Yalian Yang
,
Serdar Coskun
,
Xianke Lin
,
Xiaosong Hu
Dynamic Traffic Prediction-Based Energy Management of Connected Plug-In Hybrid Electric Vehicles with Long Short-Term State of Charge Planning.
IEEE Trans. Veh. Technol.
72 (5) (2023)
Lihua Wang
,
Fengqi Zhang
,
Yahui Cui
,
Serdar Coskun
,
Xiaolin Tang
,
Yalian Yang
,
Xiaosong Hu
Stochastic Velocity Prediction for Connected Vehicles Considering V2V Communication Interruption.
IEEE Trans. Intell. Transp. Syst.
24 (11) (2023)
Tomasz Tarczewski
,
Djordje Stojic
,
Rafal Szczepanski
,
Lukasz Niewiara
,
Lech Marian Grzesiak
,
Xiaosong Hu
Online auto-tuning of multiresonant current controller with nature-inspired optimization algorithms and disturbance in the loop approach.
Appl. Soft Comput.
144 (2023)
Yunhong Che
,
Yusheng Zheng
,
Yue Wu
,
Xianke Lin
,
Jiacheng Li
,
Xiaosong Hu
,
Remus Teodorescu
Battery States Monitoring for Electric Vehicles Based on Transferred Multi-Task Learning.
IEEE Trans. Veh. Technol.
72 (8) (2023)
Bin Xu
,
Xiaolin Tang
,
Xiaosong Hu
,
Xianke Lin
,
Huayi Li
,
Dhruvang Rathod
,
Zhe Wang
Q-Learning-Based Supervisory Control Adaptability Investigation for Hybrid Electric Vehicles.
IEEE Trans. Intell. Transp. Syst.
23 (7) (2022)
Xiaosong Hu
,
Xinchen Deng
,
Feng Wang
,
Zhongwei Deng
,
Xianke Lin
,
Remus Teodorescu
,
Michael G. Pecht
A Review of Second-Life Lithium-Ion Batteries for Stationary Energy Storage Applications.
Proc. IEEE
110 (6) (2022)
Hao Long
,
Arash Khalatbarisoltani
,
Xiaosong Hu
MPC-based Eco-Platooning for Homogeneous Connected Trucks Under Different Communication Topologies.
IV
(2022)
Kaian Chen
,
Kaixiang Zhang
,
Xinfan Lin
,
Yusheng Zheng
,
Xunyun Yin
,
Xiaosong Hu
,
Ziyou Song
,
Zhaojian Li
Data-Enabled Predictive Control for Fast Charging of Lithium-Ion Batteries with Constraint Handling.
CoRR
(2022)
Wenxue Liu
,
Zhongwei Deng
,
Jiacheng Li
,
Xiaosong Hu
Investigating the Electrothermal Behavior of eVTOL Batteries in Urban Air Mobility Applications.
ITSC
(2022)
Mahdi Rouholamini
,
Caisheng Wang
,
M. Hashem Nehrir
,
Xiaosong Hu
,
Zechun Hu
,
Hirohisa Aki
,
Bo Zhao
,
Zhixin Miao
,
Kai Strunz
A Review of Modeling, Management, and Applications of Grid-Connected Li-Ion Battery Storage Systems.
IEEE Trans. Smart Grid
13 (6) (2022)
Xiaolin Tang
,
Jieming Zhang
,
Xiangyang Cui
,
Xianke Lin
,
Lech Marian Grzesiak
,
Xiaosong Hu
Multi-Objective Design Optimization of a Novel Dual-Mode Power-Split Hybrid Powertrain.
IEEE Trans. Veh. Technol.
71 (1) (2022)
Hong Wang
,
Chen Lv
,
Xiaosong Hu
,
Yisheng Lv
,
Lingxi Li
,
Ehsan Hashemi
,
Meng Wang
Special Section on Safety of Automated Driving in Intelligent Transportation Systems [Guest Editorial].
IEEE Intell. Transp. Syst. Mag.
14 (2) (2022)
Olaoluwa Ojo
,
Haoxiang Lang
,
Youngki Kim
,
Xiaosong Hu
,
Bingxian Mu
,
Xianke Lin
A Neural Network Based Method for Thermal Fault Detection in Lithium-Ion Batteries.
IEEE Trans. Ind. Electron.
68 (5) (2021)
Xiaolin Tang
,
Ziwen Duan
,
Xiaosong Hu
,
Huayan Pu
,
Dongpu Cao
,
Xianke Lin
Improving Ride Comfort and Fuel Economy of Connected Hybrid Electric Vehicles Based on Traffic Signals and Real Road Information.
IEEE Trans. Veh. Technol.
70 (4) (2021)
Kailong Liu
,
Xiaosong Hu
,
Huiyu Zhou
,
Lei Tong
,
Widanalage Dhammika Widanage
,
James Marco
Feature Analyses and Modelling of Lithium-ion Batteries Manufacturing based on Random Forest Classification.
CoRR
(2021)
Fengqi Zhang
,
Xiaosong Hu
,
Teng Liu
,
Kanghui Xu
,
Ziwen Duan
,
Hui Pang
Computationally Efficient Energy Management for Hybrid Electric Vehicles Using Model Predictive Control and Vehicle-to-Vehicle Communication.
IEEE Trans. Veh. Technol.
70 (1) (2021)
Kailong Liu
,
Xiaosong Hu
,
Zhongbao Wei
,
Yi Li
,
Yan Jiang
Modified Gaussian Process Regression Models for Cyclic Capacity Prediction of Lithium-ion Batteries.
CoRR
(2021)
Yunhong Che
,
Zhongwei Deng
,
Xianke Lin
,
Lin Hu
,
Xiaosong Hu
Predictive Battery Health Management With Transfer Learning and Online Model Correction.
IEEE Trans. Veh. Technol.
70 (2) (2021)
Shaoyuan Wei
,
Jiuchun Jiang
,
Nikolce Murgovski
,
Jonas Sjöberg
,
Weige Zhang
,
Caiping Zhang
,
Xiaosong Hu
Optimisation of a Catenary-Free Tramline Equipped With Stationary Energy Storage Systems.
IEEE Trans. Veh. Technol.
69 (3) (2020)
Xiaosong Hu
,
Simona Onori
,
David A. Howey
,
Z. Li
,
Changfu Zou
Guest Editorial: Special Section on Advanced Informatics for Energy Storage Systems in Electrified Vehicles and Smart Grids.
IEEE Trans. Ind. Informatics
16 (5) (2020)
Arash Khalatbarisoltani
,
Mohsen Kandidayeni
,
Loïc Boulon
,
Xiaosong Hu
Power Allocation Strategy Based on Decentralized Convex Optimization in Modular Fuel Cell Systems for Vehicular Applications.
IEEE Trans. Veh. Technol.
69 (12) (2020)
Teng Liu
,
Xiaolin Tang
,
Xiaosong Hu
,
Wenhao Tan
,
Jinwei Zhang
Human-like Energy Management Based on Deep Reinforcement Learning and Historical Driving Experiences.
CoRR
(2020)
Yi Xie
,
Chenyang Wang
,
Xiaosong Hu
,
Xianke Lin
,
Yangjun Zhang
,
Wei Li
An MPC-Based Control Strategy for Electric Vehicle Battery Cooling Considering Energy Saving and Battery Lifespan.
IEEE Trans. Veh. Technol.
69 (12) (2020)
Huanxin Pei
,
Xiaosong Hu
,
Yalian Yang
,
Huei Peng
,
Lin Hu
,
Xianke Lin
Designing Multi-Mode Power Split Hybrid Electric Vehicles Using the Hierarchical Topological Graph Theory.
IEEE Trans. Veh. Technol.
69 (7) (2020)
Kailong Liu
,
Yi Li
,
Xiaosong Hu
,
Mattin Lucu
,
Widanalage Dhammika Widanage
Gaussian Process Regression With Automatic Relevance Determination Kernel for Calendar Aging Prediction of Lithium-Ion Batteries.
IEEE Trans. Ind. Informatics
16 (6) (2020)
Xiaosong Hu
,
Loïc Boulon
,
Suleiman M. Sharkh
,
Chao Hu
,
Nicholas Dane Williard
,
Yinjiao Xing
,
Rui Xiong
IEEE Access Special Section Editorial: Battery Energy Storage and Management Systems.
IEEE Access
8 (2020)
Teng Liu
,
Xiaolin Tang
,
Hong Wang
,
Huilong Yu
,
Xiaosong Hu
Adaptive Hierarchical Energy Management Design for a Plug-In Hybrid Electric Vehicle.
IEEE Trans. Veh. Technol.
68 (12) (2019)
Wenkai Gao
,
Yuejiu Zheng
,
Minggao Ouyang
,
Jianqiu Li
,
Xin Lai
,
Xiaosong Hu
Micro-Short-Circuit Diagnosis for Series-Connected Lithium-Ion Battery Packs Using Mean-Difference Model.
IEEE Trans. Ind. Electron.
66 (3) (2019)
Chen Lv
,
Xiaosong Hu
,
Alberto L. Sangiovanni-Vincentelli
,
Yutong Li
,
Clara Marina Martinez
,
Dongpu Cao
Driving-Style-Based Codesign Optimization of an Automated Electric Vehicle: A Cyber-Physical System Approach.
IEEE Trans. Ind. Electron.
66 (4) (2019)
Teng Liu
,
Xiaosong Hu
,
Weihao Hu
,
Yuan Zou
A Heuristic Planning Reinforcement Learning-Based Energy Management for Power-Split Plug-in Hybrid Electric Vehicles.
IEEE Trans. Ind. Informatics
15 (12) (2019)
Zheng Chen
,
Liang Li
,
Xiaosong Hu
,
Bingjie Yan
,
Chao Yang
Temporal-Difference Learning-Based Stochastic Energy Management for Plug-in Hybrid Electric Buses.
IEEE Trans. Intell. Transp. Syst.
20 (6) (2019)
Changfu Zou
,
Xiaosong Hu
,
Zhongbao Wei
,
Torsten Wik
,
Bo Egardt
Electrochemical Estimation and Control for Lithium-Ion Battery Health-Aware Fast Charging.
IEEE Trans. Ind. Electron.
65 (8) (2018)
Xiaolin Tang
,
Xiaosong Hu
,
Wei Yang
,
Haisheng Yu
Novel Torsional Vibration Modeling and Assessment of a Power-Split Hybrid Electric Vehicle Equipped With a Dual-Mass Flywheel.
IEEE Trans. Veh. Technol.
67 (3) (2018)
Xiaohua Wu
,
Xiaosong Hu
,
Xiaofeng Yin
,
Scott J. Moura
Stochastic Optimal Energy Management of Smart Home With PEV Energy Storage.
IEEE Trans. Smart Grid
9 (3) (2018)
Xiaosong Hu
,
Hao Yuan
,
Changfu Zou
,
Zhe Li
,
Lei Zhang
Co-Estimation of State of Charge and State of Health for Lithium-Ion Batteries Based on Fractional-Order Calculus.
IEEE Trans. Veh. Technol.
67 (11) (2018)
Changfu Zou
,
Xiaosong Hu
,
Satadru Dey
,
Lei Zhang
,
Xiaolin Tang
Nonlinear Fractional-Order Estimator With Guaranteed Robustness and Stability for Lithium-Ion Batteries.
IEEE Trans. Ind. Electron.
65 (7) (2018)
Lei Zhang
,
Xiaosong Hu
,
Zhenpo Wang
,
Fengchun Sun
,
Junjun Deng
,
David George Dorrell
Multiobjective Optimal Sizing of Hybrid Energy Storage System for Electric Vehicles.
IEEE Trans. Veh. Technol.
67 (2) (2018)
Feng Gao
,
Xiaosong Hu
,
Shengbo Eben Li
,
Keqiang Li
,
Qi Sun
Distributed Adaptive Sliding Mode Control of Vehicular Platoon With Uncertain Interaction Topology.
IEEE Trans. Ind. Electron.
65 (8) (2018)
Teng Liu
,
Xiaosong Hu
A Bi-Level Control for Energy Efficiency Improvement of a Hybrid Tracked Vehicle.
IEEE Trans. Ind. Informatics
14 (4) (2018)
Shaobo Xie
,
Xiaosong Hu
,
Zongke Xin
,
Liang Li
Time-Efficient Stochastic Model Predictive Energy Management for a Plug-In Hybrid Electric Bus With an Adaptive Reference State-of-Charge Advisory.
IEEE Trans. Veh. Technol.
67 (7) (2018)
Xiaosong Hu
,
Federico Baronti
,
Chengbin Ma
,
Chen Lv
Guest Editorial Special Section on Cyber-Physical Systems in Green Transportation.
IEEE Trans. Ind. Informatics
14 (9) (2018)
Chen Lv
,
Yahui Liu
,
Xiaosong Hu
,
Hongyan Guo
,
Dongpu Cao
,
Fei-Yue Wang
Simultaneous Observation of Hybrid States for Cyber-Physical Systems: A Case Study of Electric Vehicle Powertrain.
IEEE Trans. Cybern.
48 (8) (2018)
Hector Eduardo Perez
,
Xiaosong Hu
,
Satadru Dey
,
Scott J. Moura
Optimal Charging of Li-Ion Batteries With Coupled Electro-Thermal-Aging Dynamics.
IEEE Trans. Veh. Technol.
66 (9) (2017)
Qiao Zhu
,
Liang Li
,
Xiaosong Hu
,
Neng Xiong
,
Guang-Di Hu
-Based Nonlinear Observer Design for State of Charge Estimation of Lithium-Ion Battery With Polynomial Parameters.
IEEE Trans. Veh. Technol.
66 (12) (2017)
Clara Marina Martinez
,
Xiaosong Hu
,
Dongpu Cao
,
Efstathios Velenis
,
Bo Gao
,
Matthias Wellers
Energy Management in Plug-in Hybrid Electric Vehicles: Recent Progress and a Connected Vehicles Perspective.
IEEE Trans. Veh. Technol.
66 (6) (2017)
Xi Zhang
,
Zixian Wu
,
Xiaosong Hu
,
Wei Qian
,
Zhe Li
Trajectory Optimization-Based Auxiliary Power Unit Control Strategy for an Extended Range Electric Vehicle.
IEEE Trans. Veh. Technol.
66 (12) (2017)
Xiaosong Hu
,
Hong Wang
,
Xiaolin Tang
Cyber-Physical Control for Energy-Saving Vehicle Following With Connectivity.
IEEE Trans. Ind. Electron.
64 (11) (2017)
Xiaosong Hu
,
Scott J. Moura
,
Nikolce Murgovski
,
Bo Egardt
,
Dongpu Cao
Integrated Optimization of Battery Sizing, Charging, and Power Management in Plug-In Hybrid Electric Vehicles.
IEEE Trans. Control. Syst. Technol.
24 (3) (2016)
Xiaosong Hu
,
Jiuchun Jiang
,
Dongpu Cao
,
Bo Egardt
Battery Health Prognosis for Electric Vehicles Using Sample Entropy and Sparse Bayesian Predictive Modeling.
IEEE Trans. Ind. Electron.
63 (4) (2016)
Hector Eduardo Perez
,
Xiaosong Hu
,
Scott J. Moura
Optimal charging of batteries via a single particle model with electrolyte and thermal dynamics.
ACC
(2016)
Chao Sun
,
Fengchun Sun
,
Xiaosong Hu
,
J. Karl Hedrick
,
Scott J. Moura
Integrating traffic velocity data into predictive energy management of plug-in hybrid electric vehicles.
ACC
(2015)
Xiaosong Hu
,
Jiuchun Jiang
,
Bo Egardt
,
Dongpu Cao
Advanced Power-Source Integration in Hybrid Electric Vehicles: Multicriteria Optimization Approach.
IEEE Trans. Ind. Electron.
62 (12) (2015)
Chao Sun
,
Scott Jason Moura
,
Xiaosong Hu
,
J. Karl Hedrick
,
Fengchun Sun
Dynamic Traffic Feedback Data Enabled Energy Management in Plug-in Hybrid Electric Vehicles.
IEEE Trans. Control. Syst. Technol.
23 (3) (2015)
Chao Sun
,
Xiaosong Hu
,
Scott J. Moura
,
Fengchun Sun
Velocity Predictors for Predictive Energy Management in Hybrid Electric Vehicles.
IEEE Trans. Control. Syst. Technol.
23 (3) (2015)
Nikolce Murgovski
,
Lars Johannesson
,
Xiaosong Hu
,
Bo Egardt
,
Jonas Sjöberg
Convex relaxations in the optimal control of electrified vehicles.
ACC
(2015)
Xiaosong Hu
,
Clara Marina Martinez
,
Bo Egardt
,
Dongpu Cao
Multi-objective optimal sizing and control of fuel cell systems for hybrid vehicle applications.
ECC
(2015)
Lei Zhang
,
Steven W. Su
,
Xiaosong Hu
,
David George Dorrell
Robust state-of-charge estimation of ultracapacitors for electric vehicles.
INDIN
(2015)
Xiaosong Hu
,
Nikolce Murgovski
,
Lars Johannesson Mårdh
,
Bo Egardt
Comparison of Three Electrochemical Energy Buffers Applied to a Hybrid Bus Powertrain With Simultaneous Optimal Sizing and Energy Management.
IEEE Trans. Intell. Transp. Syst.
15 (3) (2014)
Xiaosong Hu
,
Wen Zhu
,
Qing Li
HCRS: A hybrid clothes recommender system based on user ratings and product features.
CoRR
(2014)
Xiaosong Hu
,
Rui Xiong
,
Bo Egardt
Model-Based Dynamic Power Assessment of Lithium-Ion Batteries Considering Different Operating Conditions.
IEEE Trans. Ind. Informatics
10 (3) (2014)
Xiaosong Hu
,
Fengchun Sun
,
Shengbo Eben Li
,
Yalian Yang
NARX modelling of a lithium iron phosphate battery used for electrified vehicle simulation.
Int. J. Model. Identif. Control.
20 (2) (2013)
Xiaosong Hu
,
Fengchun Sun
,
Yuan Zou
Comparison between two model-based algorithms for Li-ion battery SOC estimation in electric vehicles.
Simul. Model. Pract. Theory
34 (2013)
Xiaosong Hu
,
Fengchun Sun
,
Yuan Zou
,
Huei Peng
Online estimation of an electric vehicle Lithium-Ion battery using recursive least squares with forgetting.
ACC
(2011)
Xiaosong Hu
,
A. Nur Zincir-Heywood
Understanding the Performance of Cooperative Web Caching Systems.
CNSR
(2005)