Jingxuan Peng, Ph.D.

Biography

Dr. Jingxuan Peng is currently a Research Fellow at Nanyang Technological University. He has published 27 SCI papers, including 10 as first or corresponding author (with 7 in Q1 journals). He holds 15 invention patents (7 granted) and participated in formulating 1 industry standard. He has been involved in more than 10 projects, including the National Key Research and Development Program of China. His honors include the National Scholarship for Doctoral Students, the Outstanding Student Pacesetter award at Huazhong University of Science and Technology (the highest honor for graduate students), and the Bronze Medal in the National Postdoctoral Innovation and Entrepreneurship Competition.

Research Interests

Solid Oxide Fuel Cell (SOFC) Control

Research on transient temperature optimization, load tracking control, multi-objective fault-tolerant control, and thermal management strategies for SOFC systems.

Fuel Cell Health Management

Analysis of performance degradation mechanisms, fault diagnosis and localization, remaining useful life prediction, and health state assessment methods for fuel cells.

Lithium-ion Battery Health Management

State estimation, health assessment, and intelligent management of lithium-ion batteries for electric transportation and energy storage applications.

Microgrid System Optimization

Capacity configuration, energy management, and multi-energy synergistic optimization methods for microgrid systems incorporating hydrogen energy and energy storage.

Recent News

2026.04
Award ReceivedReceived the Outstanding Reviewer Award at the 2026 IEEE 2nd International Conference on Power and Integrated Energy Systems (ICPIES 2026).
Paper AcceptedJ.X Peng, Z. Yuan, Z. Wang, J.G. Lai, Y.Z Li, X.L Wu, Y.W Xu, G.Q. Liu and X. Li. Solid Oxide Fuel Cell System Control: A Comprehensive Review of Objectives, Strategies and Challenges, Protection and Control of Modern Power Systems, 2026.
2026.03
Service RoleAppointed Special Issue Chair for the international conference APPEEC 2026.
2026.02
Patent GrantedA load tracking and temperature control system and method for SOFC systems (ZL 202510869764.2).
2025.12
Service RoleAppointed Special Issue Chair for the international conference ICPIES 2026.
Service RoleAppointed Young Assistant Editor of PCMP.
2025.11
Service RoleAppointed Editorial Board Member of Scientific Reports.
Paper AcceptedPeng J, Xu Y. Adaptive and Multi Objective Fault-Tolerant Control of a Solid Oxide Fuel Cell System Under Combinational Faults, IEEE Transactions on Transportation Electrification, 2025.
2025.10
Patent GrantedInstantaneous temperature control method, system, equipment, and storage medium for fuel cells (ZL 202211251522.X).
Award ReceivedWon the Bronze Medal in the 3rd National Postdoctoral Innovation and Entrepreneurship Competition (Overseas Track).
2025.09
Service RoleAppointed Member of the Young Editorial Board of Energy Infrastructure.
Patent GrantedThermal management method and system for reversible solid oxide cells.
2025.06
Service RoleAppointed Member of the Young Editorial Board of PCMP.
2025.05
Service RoleAppointed Member of the Young Editorial Board of EcoEnergy.
2025.04
Patent GrantedModel and testing method for solid oxide fuel cell system.

Selected Publications

Listing only first author and corresponding author papers. Click on titles for details. View All Publications →

Q1 SCI

Solid Oxide Fuel Cell System Control: A Comprehensive Review of Objectives, Strategies and Challenges In Press

Peng J, Yuan Z, Wang Z, Lai L, Li Y, Wu X, Xu Y, Liu G, Li X

Protection and Control of Modern Power Systems, 2026 First Author

Q1 SCI

Adaptive and Multiobjective Fault-Tolerant Control of a Solid Oxide Fuel Cell System Under Combinational Faults

Peng J, Xu Y

IEEE Transactions on Transportation Electrification, 2025 First Author

Q1 SCI

Control-oriented transient temperature optimization of solid oxide fuel cell system under load switching

Peng J, Wang B, Huang J, Li Y, Li X

CSEE Journal of Power and Energy Systems, 2024 First Author

Q1 SCI

Control-oriented extraction and prediction of key performance features affecting performance variability of solid oxide fuel cell system

Peng J, Huang J, Li Y, Xu Y-W, Wu X-L, Wang Z, Wang J, Li X

IEEE Transactions on Transportation Electrification, 2023 First Author

Q1 SCI

Multistate reliability analysis of solid oxide fuel cells using automatic spectral clustering and neighborhood rough sets

Peng J, Huang J, Li Y, Jiang C, Xu Y-W, Wu X-L, Li X

IEEE Transactions on Transportation Electrification, 2023 First Author

Q2 SCI

A data-driven fault diagnosis method for solid oxide fuel cell systems

Li M, Chen Z, Dong J, Xiong K, Chen C, Rao M, Peng Z, Li X, Peng J*

Energies, 2022 Corresponding Author

Q1 SCI

Generalized spatial-temporal fault location method for solid oxide fuel cells using LSTM and causal inference

Peng J, Huang J, Jiang C, Xu Y-W, Wu X-L, Li X

IEEE Transactions on Transportation Electrification, 2022 First Author

Q1 SCI

Solid oxide fuel cell (SOFC) performance evaluation, fault diagnosis and health control: A review

Peng J, Huang J, Wu X-L, Xu Y-W, Chen H, Li X

Journal of Power Sources, 2021 First Author

Q2 SCI

Data acquisition and processing circuit for high-temperature logging up to 200°C

Peng J, Cheng J, Wu L, Li Q

Microelectronics International, 2020 First Author

Patents

Total of 15 invention patents: 7 granted (ZL), 8 pending applications (CN).

Granted

ZL 202111555286.6

A fault location and diagnosis method for solid oxide fuel cell systems

ZL 202210686703.9

Method for selecting key performance parameters of fuel cell systems and determining their values

ZL 202211570590.2

Model and testing method for solid oxide fuel cell system

ZL 202210060375.1

A microgrid system based on SOFC and power-to-gas technology and its capacity configuration method

ZL 202210947103.3

Thermal management method and system for reversible solid oxide cells

ZL 202211251522.X

Instantaneous temperature control method, system, equipment, and storage medium for fuel cells

ZL 202510869764.2

A load tracking and temperature control system and method for SOFC systems

Pending Applications

CN 202210686703.9

Operating state segmentation, key feature extraction and state determination method for SOFC system

CN 202410320161.2

A temperature control method for multi-stack solid oxide fuel cell systems

CN 202410374195.X

Fault diagnosis model training method for solid oxide fuel cell systems based on random forest

CN 202510298777.9

A combustion state identification method and device for solid oxide fuel cells

CN 202310791546.2

A fault-tolerant control system for hybrid systems

CN 202310786084.5

Working condition identification method, equipment and storage device for RSOC system

CN 202511218902.7

Multi-objective fault-tolerant control method, device and system for fuel cell systems

CN 202511733664.3

An active disturbance rejection control method for solid oxide cells

Industry Standards

NB/T 11308-2023

Solid Oxide Fuel Cell Small Stationary Power Generation System - Performance Testing Methods

Energy Industry Standard of the People's Republic of China · Released in 2023

Project Experience

2025–2026ASEAN Power Grid to Embrace the Integration of New TechnologiesParticipant
2024–2026Physics and Knowledge Transfer-based Cognitive Digital Twin for Advanced Battery AnalyticsParticipant
2022–2025Solid Oxide Electrolysis Cell Steam Electrolysis System and Stack Technology
National Key R&D Program of China
Participant
2022–2025Key Technologies for the Application of 100-kilowatt-class SOFC Cogeneration Systems
Sub-project of National Key R&D Program
Participant
2022–2025Development of Comprehensive Testing Bench for Fuel Cell Performance and Lifespan
Sub-project of National Key R&D Program
Participant
2022–2024R&D and Demonstration Application of High-power SOFC Power Generation Systems
Guangdong Provincial Key R&D Program
Participant
2021–2024Integrated Energy System Research on Waste Gasification for Fuel Cells and Energy Storage
Shenzhen Science and Technology Plan Key Project
Participant
2020–2022Model and Data-Driven Thermo-Electric Coupling Characteristics Analysis of SOFC Systems
Key Project of National Natural Science Foundation of China (NSFC)
Participant
2018–2020High-Temperature and High-Pressure Multidimensional NMR Logging Technology and Instruments
COSL Collaborative Project
Participant
2018–2020Thermal Design of High-Temperature NMR Logging Instrument
COSL Collaborative Project
Participant

Education

Sep 2020 – Aug 2024
Huazhong University of Science and Technology (HUST)
School of Artificial Intelligence and Automation (Supervisors: Xi Li, Jian Huang)
Ph.D. · Smart Energy — Solid Oxide Fuel Cell (SOFC) Control
Sep 2018 – Aug 2020
Huazhong University of Science and Technology (HUST)
School of Artificial Intelligence and Automation (Supervisor: Wenzhong Liu)
M.S. · Development of NMR Logging Instruments (Digital and Analog Circuit Design)
Sep 2014 – Jul 2018
Sichuan University
College of Electrical Engineering and Information Technology (Automation Major)
B.S.

Honors & Awards

  • 2026: Outstanding Reviewer Award, IEEE 2nd International Conference on Power and Integrated Energy Systems (ICPIES 2026)
  • 2025: Bronze Medal, 3rd National Postdoctoral Innovation and Entrepreneurship Competition (Ranked 1st)
  • 2023: National Scholarship for Doctoral Students, Ministry of Education
  • 2023: Outstanding Student Pacesetter, HUST (Highest honor for graduate students)
  • 2025: Outstanding Reviewer, Energy Conversion and Economics
  • 2024: Outstanding Reviewer, Energy Conversion and Economics
  • 2016: First Prize (Sichuan Province), National Undergraduate Electronics Design Contest (Ranked 1st)

Academic Service

  • Protection and Control of Modern Power Systems (JCR Q1) Assistant Editor, Member of the Young Editorial Board
  • Scientific Reports (JCR Q1) Editorial Board Member
  • EcoEnergy Member of the Young Editorial Board
  • Sustainable Engineering Novit Member of the Young Editorial Board
  • Energy Infrastructure Member of the Young Editorial Board
  • Electric Power Technology and Environmental Protection Member of the Young Editorial Board
  • 2026: Special Issue Chair, IEEE 2nd International Conference on Power and Integrated Energy Systems (ICPIES 2026)
  • 2026: Session Chair, IEEE PES APPEEC 2026