Hierarchical Optimal Energy Management of Electric Vehicles

Informazioni relative al progetto

HOEMEV

ID dell’accordo di sovvenzione: 845102

DOI

10.3030/845102

Progetto chiuso

Data della firma CE 20 Marzo 2019

Data di avvio 1 Agosto 2019

Data di completamento 31 Luglio 2021

Finanziato da

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Costo totale

€ 224 933,76

Contributo UE

€ 224 933,76

Coordinato da

QUEEN MARY UNIVERSITY OF LONDON
United Kingdom

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Pubblicazioni

Peer reviewed articles (44)

An adaptive multi-state estimation algorithm for lithium-ion batteries incorporating temperature compensation

Autori: Xing Shu, Guang Li, Jiangwei Shen, Zhenzhen Lei, Zheng Chen, Yonggang Liu
Pubblicato in: Energy, Numero 207, 2020, Pagina/e 118262, ISSN 0360-5442
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.energy.2020.118262

Trip-Oriented Model Predictive Energy Management Strategy for Plug-in Hybrid Electric Vehicles

Autori: Zhenzhen Lei, Dongye Sun, Junjun Liu, Daqi Chen, Yonggang Liu, Zheng Chen
Pubblicato in: IEEE Access, Numero 7, 2019, Pagina/e 113771-113785, ISSN 2169-3536
Editore: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2019.2933015

Design of an Improved Implicit Generalized Predictive Controller for Temperature Control Systems

Autori: Zheng Chen, Jialun Cui, Zhenzhen Lei, Jiangwei Shen, Renxin Xiao
Pubblicato in: IEEE Access, Numero 8, 2020, Pagina/e 13924-13936, ISSN 2169-3536
Editore: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2020.2965021

A survey on key techniques and development perspectives of equivalent consumption minimisation strategy for hybrid electric vehicles

Autori: Z. Chen, Y. Liu, M. Ye, Y. Zhang, Z. Chen, G. Li
Pubblicato in: Renewable and Sustainable Energy Reviews, Numero 151, 2021, Pagina/e 111607, ISSN 1364-0321
Editore: Elsevier BV
DOI: 10.1016/j.rser.2021.111607

A Flexible State of Health Prediction Scheme for Lithium-Ion Battery Packs with Long Short-Term Memory Network and Transfer Learning

Autori: Xing Shu, Jiangwei Shen, Guang Li, Yuanjian Zhang, Zheng Chen, Yonggang Liu
Pubblicato in: IEEE Transactions on Transportation Electrification, 2021, Pagina/e 1-1, ISSN 2332-7782
Editore: IEEE
DOI: 10.1109/tte.2021.3074638

Prediction of vehicle driving conditions with incorporation of stochastic forecasting and machine learning and a case study in energy management of plug-in hybrid electric vehicles

Autori: Yonggang Liu, Jie Li, Jun Gao, Zhenzhen Lei, Yuanjian Zhang, Zheng Chen
Pubblicato in: Mechanical Systems and Signal Processing, Numero 158, 2021, Pagina/e 107765, ISSN 0888-3270
Editore: Academic Press
DOI: 10.1016/j.ymssp.2021.107765

Rule learning based energy management strategy of fuel cell hybrid vehicles considering multi-objective optimization

Autori: Yonggang Liu, Junjun Liu, Yuanjian Zhang, Yitao Wu, Zheng Chen, Ming Ye
Pubblicato in: Energy, Numero 207, 2020, Pagina/e 118212, ISSN 0360-5442
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.energy.2020.118212

Stochastic model predictive control for energy management of power-split plug-in hybrid electric vehicles based on reinforcement learning

Autori: Zheng Chen, Hengjie Hu, Yitao Wu, Yuanjian Zhang, Guang Li, Yonggang Liu
Pubblicato in: Energy, Numero 211, 2020, Pagina/e 118931, ISSN 0360-5442
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.energy.2020.118931

Cooperative charging management for electric vehicles via mobile edge computation

Autori: Yuanjian Zhang, Chong Guo, Chao Sun, Zheng Chen, Guang Li, Yonggang Liu
Pubblicato in: Journal of Power Sources, Numero 474, 2020, Pagina/e 228533, ISSN 0378-7753
Editore: Elsevier BV
DOI: 10.1016/j.jpowsour.2020.228533

State of charge prediction framework for lithium-ion batteries incorporating long short-term memory network and transfer learning

Autori: Yu Liu, Xing Shu, Hanzhengnan Yu, Jiangwei Shen, Yuanjian Zhang, Yonggang Liu, Zheng Chen
Pubblicato in: Journal of Energy Storage, Numero 37, 2021, Pagina/e 102494, ISSN 2352-152X
Editore: Elsevier
DOI: 10.1016/j.est.2021.102494

Optimal charging strategy design for lithium‐ion batteries considering minimization of temperature rise and energy loss

Autori: Zheng Chen, Xing Shu, Renxin Xiao, Wensheng Yan, Yonggang Liu, Jiangwei Shen
Pubblicato in: International Journal of Energy Research, Numero 43/9, 2019, Pagina/e 4344-4358, ISSN 0363-907X
Editore: John Wiley & Sons Inc.
DOI: 10.1002/er.4560

An adaptive equivalent consumption minimization strategy for plug-in hybrid electric vehicles based on traffic information

Autori: Zhenzhen Lei, Datong Qin, Liliang Hou, Jingyu Peng, Yonggang Liu, Zheng Chen
Pubblicato in: Energy, Numero 190, 2020, Pagina/e 116409, ISSN 0360-5442
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.energy.2019.116409

State of Health Estimation for Lithium-ion Batteries Based on Fusion of Autoregressive Moving Average Model and Elman Neural Network

Autori: Zheng Chen, Qiao Xue, Renxin Xiao, Yonggang Liu, Jiangwei Shen
Pubblicato in: IEEE Access, Numero 7, 2019, Pagina/e 102662-102678, ISSN 2169-3536
Editore: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2019.2930680

Capacity Prediction and Validation of Lithium-Ion Batteries Based on Long Short-Term Memory Recurrent Neural Network

Autori: Zheng Chen, Qiao Xue, Yitao Wu, Shiquan Shen, Yuanjian Zhang, Jiangwei Shen
Pubblicato in: IEEE Access, Numero 8, 2020, Pagina/e 172783-172798, ISSN 2169-3536
Editore: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2020.3025766

Model-Based Adaptive Joint Estimation of the State of Charge and Capacity for Lithium–Ion Batteries in Their Entire Lifespan

Autori: Zheng Chen, Jiapeng Xiao, Xing Shu, Shiquan Shen, Jiangwei Shen, Yonggang Liu
Pubblicato in: Energies, Numero 13/6, 2020, Pagina/e 1410, ISSN 1996-1073
Editore: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/en13061410

Online diagnosis of state of health for lithium-ion batteries based on short-term charging profiles

Autori: Xing Shu, Guang Li, Yuanjian Zhang, Jiangwei Shen, Zheng Chen, Yonggang Liu
Pubblicato in: Journal of Power Sources, Numero 471, 2020, Pagina/e 228478, ISSN 0378-7753
Editore: Elsevier BV
DOI: 10.1016/j.jpowsour.2020.228478

Research on Classification and Recognition of Driving Styles Based on Feature Engineering

Autori: Yonggang Liu, Jiming Wang, Pan Zhao, Datong Qin, Zheng Chen
Pubblicato in: IEEE Access, Numero 7, 2019, Pagina/e 89245-89255, ISSN 2169-3536
Editore: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2019.2926593

State of charge estimation framework for lithium‐ion batteries based on square root cubature Kalman filter under wide operation temperature range

Autori: Jiangwei Shen, Jian Xiong, Xing Shu, Guang Li, Yuanjian Zhang, Zheng Chen, Yonggang Liu
Pubblicato in: International Journal of Energy Research, Numero 45/4, 2021, Pagina/e 5586-5601, ISSN 0363-907X
Editore: John Wiley & Sons Inc.
DOI: 10.1002/er.6186

A Novel Learning Based Model Predictive Control Strategy for Plug-in Hybrid Electric Vehicle

Autori: Yuanjian Zhang, Yanjun Huang, Zheng Chen, Guang Li, Yonggang Liu
Pubblicato in: IEEE Transactions on Transportation Electrification, 2021, Pagina/e 1-1, ISSN 2332-7782
Editore: IEEE
DOI: 10.1109/tte.2021.3069924

An optimal control strategy design for plug-in hybrid electric vehicles based on internet of vehicles

Autori: Yuanjian Zhang, Yonggang Liu, Yanjun Huang, Zheng Chen, Guang Li, Wanming Hao, Geoff Cunningham, Juliana Early
Pubblicato in: Energy, Numero 228, 2021, Pagina/e 120631, ISSN 0360-5442
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.energy.2021.120631

Data-driven based eco-driving control for plug-in hybrid electric vehicles

Autori: Jie Li, Yonggang Liu, Yuanjian Zhang, Zhenzhen Lei, Zheng Chen, Guang Li
Pubblicato in: Journal of Power Sources, Numero 498, 2021, Pagina/e 229916, ISSN 0378-7753
Editore: Elsevier BV
DOI: 10.1016/j.jpowsour.2021.229916

An adaptive fusion estimation algorithm for state of charge of lithium-ion batteries considering wide operating temperature and degradation

Autori: Xing Shu, Guang Li, Jiangwei Shen, Wensheng Yan, Zheng Chen, Yonggang Liu
Pubblicato in: Journal of Power Sources, Numero 462, 2020, Pagina/e 228132, ISSN 0378-7753
Editore: Elsevier BV
DOI: 10.1016/j.jpowsour.2020.228132

Machine Leaning Based Vehicle Model Construction and Validation -Towards Optimal Control Strategy Development for Plug-in Hybrid Electric Vehicles

Autori: Yuanjian Zhang, Zheng Chen, Guang Li, Yonggang Liu, Haibo Chen, Geoff Cunningham, Juliana Early
Pubblicato in: IEEE Transactions on Transportation Electrification, 2021, Pagina/e 1-1, ISSN 2332-7782
Editore: IEEE
DOI: 10.1109/tte.2021.3111966

Research on Equivalent Factor Boundary of Equivalent Consumption Minimization Strategy for PHEVs

Autori: Jie Li, Yonggang Liu, Datong Qin, Guang Li, Zheng Chen
Pubblicato in: IEEE Transactions on Vehicular Technology, Numero 69/6, 2020, Pagina/e 6011-6024, ISSN 0018-9545
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvt.2020.2986541

A predictive energy management strategy for multi-mode plug-in hybrid electric vehicles based on multi neural networks

Autori: Yitao Wu, Yuanjian Zhang, Guang Li, Jiangwei Shen, Zheng Chen, Yonggang Liu
Pubblicato in: Energy, Numero 208, 2020, Pagina/e 118366, ISSN 0360-5442
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.energy.2020.118366

Synthetic state of charge estimation for lithium-ion batteries based on long short-term memory network modeling and adaptive H-Infinity filter

Autori: Zheng Chen, Hongqian Zhao, Xing Shu, Yuanjian Zhang, Jiangwei Shen, Yonggang Liu
Pubblicato in: Energy, Numero 228, 2021, Pagina/e 120630, ISSN 0360-5442
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.energy.2021.120630

Stage of Charge Estimation of Lithium-ion Battery Packs Based on Improved Cubature Kalman Filter with Long Short-Term Memory Model

Autori: Xing Shu, Guang Li, Yuanjian Zhang, Shiquan Shen, Zheng Chen, Yonggang Liu
Pubblicato in: IEEE Transactions on Transportation Electrification, 2020, Pagina/e 1-1, ISSN 2332-7782
Editore: IEEE
DOI: 10.1109/tte.2020.3041757

Driving behavior oriented torque demand regulation for electric vehicles with single pedal driving

Autori: Yuanjian Zhang, Yanjun Huang, Haibo Chen, Xiaoxiang Na, Zheng Chen, Yonggang Liu
Pubblicato in: Energy, Numero 228, 2021, Pagina/e 120568, ISSN 0360-5442
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.energy.2021.120568

Dynamic Lane-Changing Trajectory Planning for Autonomous Vehicles Based on Discrete Global Trajectory

Autori: Yonggang Liu, Bobo Zhou, Xiao Wang, Liang Li, Shuo Cheng, Zheng Chen, Guang Li, Lu Zhang
Pubblicato in: IEEE Transactions on Intelligent Transportation Systems, 2021, Pagina/e 1-15, ISSN 1524-9050
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tits.2021.3083541

A real-time blended energy management strategy of plug-in hybrid electric vehicles considering driving conditions

Autori: Zhenzhen Lei, Datong Qin, Pan Zhao, Jie Li, Yonggang Liu, Zheng Chen
Pubblicato in: Journal of Cleaner Production, Numero 252, 2020, Pagina/e 119735, ISSN 0959-6526
Editore: Elsevier BV
DOI: 10.1016/j.jclepro.2019.119735

A uniform estimation framework for state of health of lithium-ion batteries considering feature extraction and parameters optimization

Autori: Xing Shu, Guang Li, Jiangwei Shen, Zhenzhen Lei, Zheng Chen, Yonggang Liu
Pubblicato in: Energy, Numero 204, 2020, Pagina/e 117957, ISSN 0360-5442
Editore: Pergamon Press Ltd.
DOI: 10.1016/j.energy.2020.117957

Cooperative control strategy for plug-in hybrid electric vehicles based on a hierarchical framework with fast calculation

Autori: Yuanjian Zhang, Chong Guo, Guang Li, Yonggang Liu, Zheng Chen
Pubblicato in: Journal of Cleaner Production, Numero 251, 2020, Pagina/e 119627, ISSN 0959-6526
Editore: Elsevier BV
DOI: 10.1016/j.jclepro.2019.119627

State of Health Estimation for Lithium-Ion Batteries Based on Healthy Features and Long Short-Term Memory

Autori: Yitao Wu, Qiao Xue, Jiangwei Shen, Zhenzhen Lei, Zheng Chen, Yonggang Liu
Pubblicato in: IEEE Access, Numero 8, 2020, Pagina/e 28533-28547, ISSN 2169-3536
Editore: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2020.2972344

Remaining Useful Life Prediction for Lithium-Ion Batteries Based on Capacity Estimation and Box-Cox Transformation

Autori: Qiao Xue, Shiquan Shen, Guang Li, Yuanjian Zhang, Zheng Chen, Yonggang Liu
Pubblicato in: IEEE Transactions on Vehicular Technology, Numero 69/12, 2020, Pagina/e 14765-14779, ISSN 0018-9545
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvt.2020.3039553

An Adaptive Equivalent Consumption Minimization Strategy for Plug-In Hybrid Electric Vehicles Based on Energy Balance Principle

Autori: Yonggang Liu, Jie Li, Zhenzhen Lei, Wenzhi Li, Datong Qin, Zheng Chen
Pubblicato in: IEEE Access, Numero 7, 2019, Pagina/e 67589-67601, ISSN 2169-3536
Editore: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2019.2918277

Cooperative optimization of velocity planning and energy management for connected plug-in hybrid electric vehicles

Autori: Yonggang Liu, Zhenzhen Huang, Jie Li, Ming Ye, Yuanjian Zhang, Zheng Chen
Pubblicato in: Applied Mathematical Modelling, Numero 95, 2021, Pagina/e 715-733, ISSN 0307-904X
Editore: Elsevier BV
DOI: 10.1016/j.apm.2021.02.033

Design, Control and Validation of Two-Speed Clutch-less Automatic Transmission for Electric Vehicle

Autori: Yonggang Liu, Jun Xie, Datong Qin, Yuanjian Zhang, Zheng Chen, Guang Li, Yi Zhang
Pubblicato in: IEEE/ASME Transactions on Mechatronics, 2021, Pagina/e 1-1, ISSN 1083-4435
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tmech.2021.3086678

A Vehicle-Environment Cooperative Control Based Velocity Profile Prediction Method and Case Study in Energy Management of Plug-in Hybrid Electric Vehicles

Autori: Si Zhang, Wenxue Dou, Yuanjian Zhang, Wanming Hao, Zheng Chen, Yonggang Liu
Pubblicato in: IEEE Access, Numero 7, 2019, Pagina/e 75965-75975, ISSN 2169-3536
Editore: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2019.2921949

Research on a multi-objective hierarchical prediction energy management strategy for range extended fuel cell vehicles

Autori: Yonggang Liu, Jie Li, Zheng Chen, Datong Qin, Yi Zhang
Pubblicato in: Journal of Power Sources, Numero 429, 2019, Pagina/e 55-66, ISSN 0378-7753
Editore: Elsevier BV
DOI: 10.1016/j.jpowsour.2019.04.118

Driving Intention Identification Based on Long Short-Term Memory and A Case Study in Shifting Strategy Optimization

Autori: Yonggang Liu, Pan Zhao, Datong Qin, Guang Li, Zheng Chen, Yi Zhang
Pubblicato in: IEEE Access, Numero 7, 2019, Pagina/e 128593-128605, ISSN 2169-3536
Editore: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2019.2940114

Fault diagnosis and abnormality detection of lithium-ion battery packs based on statistical distribution

Autori: Qiao Xue, Guang Li, Yuanjian Zhang, Shiquan Shen, Zheng Chen, Yonggang Liu
Pubblicato in: Journal of Power Sources, Numero 482, 2021, Pagina/e 228964, ISSN 0378-7753
Editore: Elsevier BV
DOI: 10.1016/j.jpowsour.2020.228964

A novel strategy for power sources management in connected plug-in hybrid electric vehicles based on mobile edge computation framework

Autori: Yuanjian Zhang, Chong Guo, Yonggang Liu, Fei Ding, Zheng Chen, Wanming Hao
Pubblicato in: Journal of Power Sources, Numero 477, 2020, Pagina/e 228650, ISSN 0378-7753
Editore: Elsevier BV
DOI: 10.1016/j.jpowsour.2020.228650

A novel optimal power management strategy for plug-in hybrid electric vehicle with improved adaptability to traffic conditions

Autori: Yuanjian Zhang, Chongfeng Wei, Yonggang Liu, Zheng Chen, Zhuoran Hou, Nan Xu
Pubblicato in: Journal of Power Sources, Numero 489, 2021, Pagina/e 229512, ISSN 0378-7753
Editore: Elsevier BV
DOI: 10.1016/j.jpowsour.2021.229512

Online energy management strategy of fuel cell hybrid electric vehicles based on rule learning

Autori: Yonggang Liu, Junjun Liu, Datong Qin, Guang Li, Zheng Chen, Yi Zhang
Pubblicato in: Journal of Cleaner Production, Numero 260, 2020, Pagina/e 121017, ISSN 0959-6526
Editore: Elsevier BV
DOI: 10.1016/j.jclepro.2020.121017