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Employment (4)

Massachusetts Institute of Technology: Cambridge, US

2024-09-01 to present | Postdoctoral Researcher (Chemical Engineering)
Employment
Source: Self-asserted source
Yunhong Che

Aalborg University: Aalborg, DK

2024-04-01 to 2024-08-31 | Postdoctoral Fellow (Department of Energy)
Employment
Source: Self-asserted source
Yunhong Che

Aalborg University: Aalborg, DK

2024-01-01 to 2024-03-31 | Research Assistant (Department of Energy)
Employment
Source: Self-asserted source
Yunhong Che

Aalborg University: Aalborg, DK

2021-12-01 to 2023-12-31 | PhD Fellow (Department of Energy)
Employment
Source: Self-asserted source
Yunhong Che

Education and qualifications (5)

Aalborg University: AALBORG, DK

2021-12-01 to 2024-02 | PhD (AAU Energy)
Education
Source: Self-asserted source
Yunhong Che

Stanford University: Stanford, US

2023-08-01 to 2023-12-31 | Visiting student researcher (Energy Science and Engineering)
Education
Source: Self-asserted source
Yunhong Che

EPFL Swiss Finance Institute: Lausanne, CH

2023-04-01 to 2023-06-30 | Visiting PhD student (the Institute of Civil Engineering)
Education
Source: Self-asserted source
Yunhong Che

Chongqing University: Chongqing, CN

2019-09 to 2021-09 | Master (College of Mechanical and Vehicle Engineering)
Education
Source: Self-asserted source
Yunhong Che

Chongqing University: Chongqing, CN

2015-09 to 2019-06 (School of Automotive Engineering)
Education
Source: Self-asserted source
Yunhong Che

Funding (3)

General Data Physics Coupling Pipeline for Next-generation Battery Modeling and Monitoring to Enhance Human Health and Sustainability

Source: Self-asserted source
Yunhong Che

Interpretable battery health prognostics coupling physics with machine learning

Source: Self-asserted source
Yunhong Che

Smart Battery

Grant
Villum Fundation (Aalborg, DK)
Source: Self-asserted source
Yunhong Che

Works (48)

Non-destructive degradation pattern decoupling for early battery trajectory prediction via physics-informed learning

Energy & Environmental Science
2025 | Journal article
Contributors: Shengyu Tao; Mengtian Zhang; Zixi Zhao; Haoyang Li; Ruifei Ma; Yunhong Che; Xin Sun; Lin Su; Chongbo Sun; Xiangyu Chen et al.
Source: check_circle
Crossref

Energy storage management in electric vehicles

Nature Reviews Clean Technology
2025-02-04 | Journal article
Contributors: Jiawei Zhang; Yunhong Che; Remus Teodorescu; Ziyou Song; Xiaosong Hu
Source: check_circle
Crossref

Unlocking Interpretable Prediction of Battery Random Discharge Capacity With Domain Adaptative Physics Constraint

Advanced Energy Materials
2025-01-28 | Journal article
Contributors: Yunhong Che; Jia Guo; Yusheng Zheng; Daniel‐Ioan Stroe; Wenxue Liu; Xiaosong Hu; Remus Teodorescu
Source: check_circle
Crossref

Enhanced SOC Estimation for LFP Batteries: A Synergistic Approach Using Coulomb Counting Reset, Machine Learning, and Relaxation

ACS Energy Letters
2025-01-13 | Journal article
Part of ISSN: 2380-8195
Part of ISSN: 2380-8195
Contributors: Yunhong Che; Le Xu; Remus Teodorescu; Xiaosong Hu; Simona Onori
Source: Self-asserted source
Yunhong Che

AI for Smart Battery State Estimation

2024 IEEE 10th International Power Electronics and Motion Control Conference, IPEMC 2024 ECCE Asia
2024 | Conference paper | Author
SOURCE-WORK-ID:

22cf3406-c81c-454c-b8ba-0a9e981ab182

EID:

2-s2.0-85199037599

Part of ISBN: 9798350351330
Contributors: Xin Sui; Yunhong Che; Yusheng Zheng; Nicolai Weinreich; Shan He; Remus Teodorescu
Source: check_circle
Aalborg University

Combing physics-based thermal model and machine learning for battery temperature estimation

2024 IEEE 10th International Power Electronics and Motion Control Conference, IPEMC 2024 ECCE Asia
2024 | Conference paper | Author
SOURCE-WORK-ID:

dda69d97-4ff6-405e-a293-72a3a0fbe714

EID:

2-s2.0-85199103311

Part of ISBN: 9798350351330
Contributors: Yusheng Zheng; Yunhong Che; Xin Sui; Remus Teodorescu
Source: check_circle
Aalborg University

Degradation Pattern Recognition and Features Extrapolation for Battery Capacity Trajectory Prediction

IEEE Transactions on Transportation Electrification
2024 | Journal article
Contributors: Jinwen Li; Zhongwei Deng; Yunhong Che; Yi Xie; Xiaosong Hu; Remus Teodorescu
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Health Prediction for Lithium-Ion Batteries Under Unseen Working Conditions

IEEE Transactions on Industrial Electronics
2024 | Journal article
Contributors: Yunhong Che; Florent Forest; Yusheng Zheng; Le Xu; Remus Teodorescu
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Online Sensorless Temperature Estimation of Lithium-Ion Batteries Through Electro-Thermal Coupling

IEEE/ASME Transactions on Mechatronics
2024 | Journal article
Contributors: Yusheng Zheng; Yunhong Che; Xiaosong Hu; Xin Sui; Remus Teodorescu
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Efficient battery fault monitoring in electric vehicles: Advancing from detection to quantification

Energy
2024-12 | Journal article
Contributors: Jinwen Li; Yunhong Che; Kai Zhang; Hongao Liu; Yi Zhuang; Congzhi Liu; Xiaosong Hu
Source: check_circle
Crossref

Real-Time Sensorless Temperature Estimation of Lithium-Ion Batteries Based on Online Operando Impedance Acquisition

IEEE Transactions on Power Electronics
2024-10 | Journal article
Contributors: Yusheng Zheng; Yunhong Che; Jia Guo; Nicolai André Weinreich; Abhijit Kulkarni; Ahsan Nadeem; Xin Sui; Remus Teodorescu
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A Comprehensive Review of Hybrid Battery State of Charge Estimation: Exploring Physics-Aware AI-Based Approaches

Journal of Energy Storage
2024-10-20 | Journal article | Author
SOURCE-WORK-ID:

db9dd3bd-e4ee-467a-bb08-13c09c191a0e

EID:

2-s2.0-85203467648

Contributors: Hoda Sorouri; Arman Oshnoei; Yunhong Che; Remus Teodorescu
Source: check_circle
Aalborg University
grade
Preferred source (of 2)‎

Big field data-driven battery pack health estimation for electric vehicles: A deep-fusion transfer learning approach

Mechanical Systems and Signal Processing
2024-09 | Journal article
Contributors: Hongao Liu; Zhongwei Deng; Yunhong Che; Le Xu; Bing Wang; Zhenyu Wang; Yi Xie; Xiaosong Hu
Source: check_circle
Crossref

Co-estimation of state-of-charge and capacity for series-connected battery packs based on multi-method fusion and field data

Journal of Power Sources
2024-09 | Journal article
Contributors: Wenxue Liu; Yunhong Che; Jie Han; Zhongwei Deng; Xiaosong Hu; Ziyou Song
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Sensorless Temperature Monitoring of Lithium-Ion Batteries by Integrating Physics With Machine Learning

IEEE Transactions on Transportation Electrification
2024-06 | Journal article
Contributors: Yusheng Zheng; Yunhong Che; Xiaosong Hu; Xin Sui; Remus Teodorescu
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Predictive health assessment for lithium-ion batteries with probabilistic degradation prediction and accelerating aging detection

Reliability Engineering & System Safety
2024-01 | Journal article
Contributors: Yunhong Che; Yusheng Zheng; Florent Evariste Forest; Xin Sui; Xiaosong Hu; Remus Teodorescu
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Thermal state monitoring of lithium-ion batteries

Progress in Energy and Combustion Science
2024-01 | Journal article | Author
SOURCE-WORK-ID:

6cacd72c-0bcb-44fc-95f9-c56d9de79e32

EID:

2-s2.0-85171970827

Contributors: Yusheng Zheng; Yunhong Che; Xiaosong Hu; Xin Sui; Daniel-Ioan Stroe; Remus Teodorescu
Source: check_circle
Aalborg University
grade
Preferred source (of 2)‎

Battery Aging Behavior Evaluation under Variable and Constant Temperatures with Real Loading Profiles

APEC 2023 - 38th Annual IEEE Applied Power Electronics Conference and Exposition
2023 | Conference paper | Author
SOURCE-WORK-ID:

f28f6082-0ec9-4260-a3fc-691d085cb3c6

EID:

2-s2.0-85162274168

Part of ISBN: 9781665475396
Contributors: Yunhong Che; Daniel-Ioan Stroe; Xin Sui; Søren Vilsen; Xiaosong Hu; Remus Teodorescu
Source: check_circle
Aalborg University
grade
Preferred source (of 2)‎

Battery States Monitoring for Electric Vehicles Based on Transferred Multi-Task Learning

IEEE Transactions on Vehicular Technology
2023 | Journal article
Contributors: Yunhong Che; Yusheng Zheng; Yue Wu; Xianke Lin; Jiacheng Li; Xiaosong Hu; Remus Teodorescu
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Early Prediction of Lithium-Ion Batteries Lifetime via Few-Shot Learning

IECON 2023 - 49th Annual Conference of the IEEE Industrial Electronics Society
2023 | Conference paper | Author
SOURCE-WORK-ID:

991439c1-d992-427d-8015-7d2fc185fab4

EID:

2-s2.0-85179508404

Part of ISBN: 979-8-3503-3182-0
Contributors: Xin Sui; Shan He; Yusheng Zheng; Yunhong Che; Remus Teodorescu
Source: check_circle
Aalborg University

Health prognostics for lithium-ion batteries: mechanisms, methods, and prospects

Energy & Environmental Science
2023 | Journal article
Contributors: Che, Yunhong; Hu, Xiaosong; Lin, Xianke; Guo, Jia; Teodorescu, Remus
Source: check_circle
Web of Science Researcher Profile Sync
grade
Preferred source (of 3)‎

Spatial-Temporal Data-Driven Speed Prediction for Energy Management of Battery/Supercapacitor Electric Vehicles

IECON 2023 - 49th Annual Conference of the IEEE Industrial Electronics Society
2023 | Conference paper | Author
SOURCE-WORK-ID:

4bd53534-7fb8-4bef-ba1a-e368da881d8f

EID:

2-s2.0-85179521245

Part of ISBN: 9798350331820
Contributors: Yue Wu; Zhiwu Huang; Yunhong Che; Zini Wang; Jun Peng
Source: check_circle
Aalborg University

State of Health Estimation and Prediction for Lithium-ion Batteries Based on Transfer Learning

PhD Series, Faculty of Engineering and Science, Aalborg University
2023 | Dissertation or Thesis | Author
SOURCE-WORK-ID:

bfbd45bf-d2b4-4c5a-a830-d4ecff798b47

Contributors: Yunhong Che
Source: check_circle
Aalborg University
grade
Preferred source (of 4)‎

Increasing generalization capability of battery health estimation using continual learning

Cell Reports Physical Science
2023-12 | Journal article
Contributors: Yunhong Che; Yusheng Zheng; Simona Onori; Xiaosong Hu; Remus Teodorescu
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Boosting battery state of health estimation based on self-supervised learning

Journal of Energy Chemistry
2023-09 | Journal article
Contributors: Yunhong Che; Yusheng Zheng; Xin Sui; Remus Teodorescu
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Sensorless State of Temperature Estimation for Smart Battery based on Electrochemical Impedance

2023 25th European Conference on Power Electronics and Applications, EPE 2023 ECCE Europe
2023-09-08 | Conference paper | Author
SOURCE-WORK-ID:

629cef93-4a80-476c-9dbb-b5f489eec781

EID:

2-s2.0-85175174036

Part of ISBN: 9789075815412
Part of ISBN: 979-8-3503-1678-0
Contributors: Yusheng Zheng; Nicolai Weinreich; Abhijit Kulkarni; Yunhong Che; Hoda Sorouri; Xin Sui; Remus Teodorescu
Source: check_circle
Aalborg University
grade
Preferred source (of 3)‎

Battery health prognostic with sensor-free differential temperature voltammetry reconstruction and capacity estimation based on multi-domain adaptation

eTransportation
2023-07 | Journal article
Contributors: Yunhong Che; Søren Byg Vilsen; Jinhao Meng; Xin Sui; Remus Teodorescu
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Opportunities for battery aging mode diagnosis of renewable energy storage

Joule
2023-07-19 | Other | Author
SOURCE-WORK-ID:

27bab527-736f-46b6-8bcd-28131dbf2446

EID:

2-s2.0-85164430363

Contributors: Yunhong Che; Xiaosong Hu; Remus Teodorescu
Source: check_circle
Aalborg University
grade
Preferred source (of 2)‎

Machine learning to predict electrochemical impedance spectra (EIS)

12th International Symposium on Electrochemical impedance Spectroscopy, Beijing, China, 02/07/2023
2023-07-03 | Conference abstract | Author
SOURCE-WORK-ID:

c3ff18b1-1b03-4701-a7a5-1203c855e186

Contributors: Jia Guo; Yunhong Che; Siyu Jin; Daniel-Ioan Stroe
Source: check_circle
Aalborg University

State of Health Estimation for Smart Batteries using Transfer Learning with Data Cleaning

IFAC-PapersOnLine
2023-07-01 | Journal article | Author
SOURCE-WORK-ID:

017b3984-c646-4bfe-9402-e7515c40062e

EID:

2-s2.0-85183609492

Contributors: Yunhong Che; Xin Sui; Remus Teodorescu
Source: check_circle
Aalborg University

Semi-Supervised Self-Learning-Based Lifetime Prediction for Batteries

IEEE Transactions on Industrial Informatics
2023-05 | Journal article
Contributors: Yunhong Che; Daniel-Ioan Stroe; Xiaosong Hu; Remus Teodorescu
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Battery impedance spectrum prediction from partial charging voltage curve by machine learning

Journal of Energy Chemistry
2023-04 | Journal article | Author
SOURCE-WORK-ID:

fd8b6e4b-b10f-4442-90e1-53f71ba1dca9

EID:

2-s2.0-85147830663

Contributors: Jia Guo; Yunhong Che; Kjeld Pedersen; Daniel-Ioan Stroe
Source: check_circle
Aalborg University
grade
Preferred source (of 2)‎

Transfer learning for battery smarter state estimation and ageing prognostics

Advances in Applied Energy
2023-02 | Journal article | Author
SOURCE-WORK-ID:

2ea1222f-5037-44a2-bb6e-468c0984cee9

EID:

2-s2.0-85144711418

Contributors: Kailong Liu; Qiao Peng; Yunhong Che; Yusheng Zheng; Kang Li; Remus Teodorescu; Dhammika Widanage; Anup Barai
Source: check_circle
Aalborg University
grade
Preferred source (of 2)‎

Spatial–temporal data-driven full driving cycle prediction for optimal energy management of battery/supercapacitor electric vehicles

Energy Conversion and Management
2023-02-01 | Journal article | Author
SOURCE-WORK-ID:

4fd3582e-3c05-48cc-99bf-aabfb5819c6a

EID:

2-s2.0-85145305145

Contributors: Yue Wu; Zhiwu Huang; Yusheng Zheng; Yongjie Liu; Heng Li; Yunhong Che; Jun Peng; Remus Teodorescu
Source: check_circle
Aalborg University
grade
Preferred source (of 2)‎

Battery Lifetime Prediction and Degradation Reconstruction based on Probabilistic Convolutional Neural Network

IEEE 13th International Symposium on Power Electronics for Distributed Generation Systems (PEDG)
2022 | Conference paper | Author
SOURCE-WORK-ID:

374ce5de-3e39-4071-96b1-2868ee01382d

EID:

2-s2.0-85142039888

Part of ISBN: 978-1-6654-6618-9
Contributors: Yunhong Che; Xin Sui; Pallavi Bharadwaj; Daniel-Ioan Stroe; Remus Teodorescu
Source: check_circle
Aalborg University
grade
Preferred source (of 2)‎

Data efficient health prognostic for batteries based on sequential information-driven probabilistic neural network

Applied Energy
2022 | Journal article
Contributors: Che, Yunhong; Zheng, Yusheng; Wu, Yue; Sui, Xin; Bharadwaj, Pallavi; Stroe, Daniel-Ioan; Yang, Yalian; Hu, Xiaosong; Teodorescu, Remus
Source: check_circle
Web of Science Researcher Profile Sync
grade
Preferred source (of 2)‎

Lifetime and Aging Degradation Prognostics for Lithium-ion Battery Packs Based on a Cell to Pack Method

Chinese Journal of Mechanical Engineering (English Edition)
2022 | Journal article
EID:

2-s2.0-85122656455

Part of ISSN: 21928258 10009345
Contributors: Che, Y.; Deng, Z.; Tang, X.; Lin, X.; Nie, X.; Hu, X.
Source: Self-asserted source
Yunhong Che via Scopus - Elsevier
grade
Preferred source (of 3)‎

State of health prognostics for series battery packs: A universal deep learning method

Energy
2022 | Journal article
EID:

2-s2.0-85113461227

Part of ISSN: 03605442
Contributors: Che, Y.; Deng, Z.; Li, P.; Tang, X.; Khosravinia, K.; Lin, X.; Hu, X.
Source: Self-asserted source
Yunhong Che via Scopus - Elsevier
grade
Preferred source (of 3)‎

基于数据驱动的电池系统泛化 SOH 估计方法

Jixie Gongcheng Xuebao/Journal of Mechanical Engineering
2022-12 | Journal article | Author
SOURCE-WORK-ID:

355b2aab-01cb-40d5-9456-8c916cd4dc29

EID:

2-s2.0-85152599621

Contributors: Yunhong Che; Zhongwei Deng; Jiacheng Li; Yi Xie; Xiaosong Hu
Source: check_circle
Aalborg University

Battery Health Prediction Using Fusion-Based Feature Selection and Machine Learning

IEEE Transactions on Transportation Electrification
2021 | Journal article
EID:

2-s2.0-85105888384

Part of ISSN: 23327782
Contributors: Hu, X.; Che, Y.; Lin, X.; Onori, S.
Source: Self-asserted source
Yunhong Che via Scopus - Elsevier
grade
Preferred source (of 3)‎

General Discharge Voltage Information Enabled Health Evaluation for Lithium-Ion Batteries

IEEE/ASME Transactions on Mechatronics
2021 | Journal article
EID:

2-s2.0-85097154819

Part of ISSN: 1941014X 10834435
Contributors: Deng, Z.; Hu, X.; Lin, X.; Xu, L.; Che, Y.; Hu, L.
Source: Self-asserted source
Yunhong Che via Scopus - Elsevier
grade
Preferred source (of 3)‎

Joint Estimation of Inconsistency and State of Health for Series Battery Packs

Automotive Innovation
2021 | Journal article
EID:

2-s2.0-85099109229

Part of ISSN: 25228765 20964250
Contributors: Che, Y.; Foley, A.; El-Gindy, M.; Lin, X.; Hu, X.; Pecht, M.
Source: Self-asserted source
Yunhong Che via Scopus - Elsevier
grade
Preferred source (of 3)‎

Lifetime prognostics of lithium-ion battery pack based on its early cycling data and complete degradation information of battery cells

Proceedings of 2021 IEEE 2nd International Conference on Information Technology, Big Data and Artificial Intelligence, ICIBA 2021
2021 | Conference paper | Author
SOURCE-WORK-ID:

8b55fe27-1981-45f5-a172-fc3a966b5025

EID:

2-s2.0-85126882591

Part of ISBN: 978-1-6654-2877-4
Part of ISBN: 978-1-6654-2878-1
Contributors: Jiwei Wang; Yunhong Che; Zhongwei Deng; Kaile Peng; Guoqing Guan; Abuliti Abudula
Source: check_circle
Aalborg University

Predictive Battery Health Management with Transfer Learning and Online Model Correction

IEEE Transactions on Vehicular Technology
2021 | Journal article
EID:

2-s2.0-85100721909

Part of ISSN: 19399359 00189545
Contributors: Che, Y.; Deng, Z.; Lin, X.; Hu, L.; Hu, X.
Source: Self-asserted source
Yunhong Che via Scopus - Elsevier
grade
Preferred source (of 3)‎

A Practical and Comprehensive Evaluation Method for Series-Connected Battery Pack Models

IEEE Transactions on Transportation Electrification
2020 | Journal article
EID:

2-s2.0-85082552350

Part of ISSN: 23327782
Contributors: Feng, F.; Hu, X.; Liu, K.; Che, Y.; Lin, X.; Jin, G.; Liu, B.
Source: Self-asserted source
Yunhong Che via Scopus - Elsevier
grade
Preferred source (of 3)‎

Data-driven state of charge estimation for lithium-ion battery packs based on Gaussian process regression

Energy
2020 | Journal article
EID:

2-s2.0-85086016010

Part of ISSN: 03605442
Contributors: Deng, Z.; Hu, X.; Lin, X.; Che, Y.; Xu, L.; Guo, W.
Source: Self-asserted source
Yunhong Che via Scopus - Elsevier
grade
Preferred source (of 3)‎

Health Prognosis for Electric Vehicle Battery Packs: A Data-Driven Approach

IEEE/ASME Transactions on Mechatronics
2020 | Journal article
EID:

2-s2.0-85083735005

Part of ISSN: 1941014X 10834435
Contributors: Hu, X.; Che, Y.; Lin, X.; Deng, Z.
Source: Self-asserted source
Yunhong Che via Scopus - Elsevier
grade
Preferred source (of 3)‎

Reliable state of charge estimation of battery packs using fuzzy adaptive federated filtering

Applied Energy
2020 | Journal article
EID:

2-s2.0-85078746508

Part of ISSN: 03062619
Contributors: Hu, L.; Hu, X.; Che, Y.; Feng, F.; Lin, X.; Zhang, Z.
Source: Self-asserted source
Yunhong Che via Scopus - Elsevier
grade
Preferred source (of 3)‎

Peer review (36 reviews for 13 publications/grants)

Review activity for Applied soft computing. (2)
Review activity for Communications engineering. (1)
Review activity for Control engineering practice. (1)
Review activity for Electrochimica acta. (1)
Review activity for Energy conversion and management. (1)
Review activity for eTransportation. (5)
Review activity for Journal of electroanalytical chemistry. (1)
Review activity for Journal of Energy Chemistry. (5)
Review activity for Journal of energy storage. (6)
Review activity for Journal of materials informatics. (5)
Review activity for Journal of power sources. (1)
Review activity for Measurement. (2)
Review activity for Renewable & sustainable energy reviews. (5)