Publications

2024 (1)

  • article - A deterioration-aware energy management strategy for the lifetime improvement of a multi-stack fuel cell system subject to a random dynamic load
    Reliability Engineering & System Safety (Volume 241, jan 2024, Pages :109660 (17))
    Zuo, Jian | Cadet, Catherine | Li, Zhongliang | Bérenguer, Christophe | Outbib, Rachid

2023 (8)

  • inproceedings - A 1-D 2-phase control-oriented mass transfer model of PEM fuel cells
    7th IEEE CAA International Conference on Vehicular Control and Intelligence (CVCI 2023) / Changsha, China (2023, Pages pages 5)
    Gass, Raphaël | Li, Zhongliang
    pdf | doi | bibtex
  • inproceedings - A dual-scale modelling framework for predicting catalyst degradation in Polymer Electrolyte Fuel Cells
    9th International Conference on Fundamentals and Development of Fuel Cells (FDFC 2023) / Ulm, Germany (2023)
    Touil, Walid | Li, Zhongliang | Outbib, Rachid | Jemei, Samir | Hissel, Daniel
    pdf | bibtex
  • inproceedings - A dynamic 1D+1D physical model of the PEMFC hydrogen stack for embedded systems
    9th International Conference on Fundamentals and Development of Fuel Cells (FDFC 2023) / Ulm, Germany (2023)
    Gass, Raphaël | Li, Zhongliang | Outbib, Rachid | Jemei, Samir | Hissel, Daniel
    pdf | bibtex
  • inproceedings - Comprehensive Modeling and Analysis of Bubble Dynamics and its Impact on PEM Water Electrolysis Performance
    9th International Conference on Fundamentals and Development of Fuel Cells (FDFC 2023) / Ulm, Germany (2023)
    Zerrougui, Islam | Li, Zhongliang | Hissel, Daniel
    pdf | bibtex
  • article - Function approximation reinforcement learning of energy management with the fuzzy REINFORCE for fuel cell hybrid electric vehicles
    Energy and AI (Volume 13, jul 2023, Pages :100246 (12))
    Guo, Liang | Li, Zhongliang | Outbib, Rachid | Gao, Fei
  • inproceedings - An Unbiased Fuzzy Double Q-Learning based Energy Management for Fuel Cell Hybrid Electric Vehicles Publisher: IEEE PDF
    32nd IEEE International Symposium on Industrial Electronics (ISIE 2023) / Helsinki, Finland (2023, Pages pages 7)
    Guo, Liang | Li, Zhongliang | Outbib, Rachid
    pdf | doi | bibtex
  • inproceedings - Un modèle physique 1D+1D dynamique de la pile à hydrogène PEMFC pour des systèmes embarqués
    3ème Réunion Plénières de la Fédération Hydrogène (FRH2) du CNRS (2023) / Saint-Gilles, France (2023)
    Gass, Raphaël | Li, Zhongliang | Outbib, Rachid | Jemei, Samir | Hissel, Daniel
    pdf | bibtex
  • inproceedings - A Dual-Scale Modeling Framework for Predicting Platinum Degradation in Polymer Electrolyte Fuel Cells
    3ème Réunion Plénières de la Fédération Hydrogène (FRH2) du CNRS (2023) / Saint-Gilles, France (2023)
    Touil, Walid | Li, Zhongliang | Outbib, Rachid | Jemei, Samir | Hissel, Daniel
    pdf | bibtex

2022 (4)

  • article - Multiple-Fuel Cell Module Architecture Investigation: A Key to High Efficiency in Heavy-Duty Electric Transportation
    IEEE Vehicular Technology Magazine (Volume 17, Issue (3), sep 2022, Pages :94 - 103)
    Wang, Hanqing | Gaillard, Arnaud | Li, Zhongliang | Roche, Robin | Hissel, Daniel
  • article - A fusion prognostics strategy for fuel cells operating under dynamic conditions
    eTransportation (Volume 12, may 2022, Pages :100166 (12))
    Wang, Chu | Dou, Manfeng | Li, Zhongliang | Outbib, Rachid | Zhao, Dongdong | Liang, Bin
  • article - Degradation identification and prognostics of proton exchange membrane fuel cell under dynamic load
    Control Engineering Practice (Volume 118, jan 2022, Pages :104959)
    Yue, Meiling | Li, Zhongliang | Roche, Robin | Jemei, Samir | Zerhouni, Noureddine
  • article - Symbolic deep learning based prognostics for dynamic operating proton exchange membrane fuel cells
    Applied Energy (Volume 305, jan 2022, Pages :117918 (12))
    Wang, Chu | Li, Zhongliang | Outbib, Rachid | Dou, Manfeng | Zhao, Dongdong

2020 (2)

  • inproceedings - A Feature-Based Prognostics Strategy for PEM Fuel Cell Operated under Dynamic Conditions
    IEEE Prognostics and System Health Management Conference (PHM 2020) / Besançon, France (2020, Pages pages 122 - 127)
    Yue, Meiling | Li, Zhongliang | Roche, Robin | Jemei, Samir | Zerhouni, Noureddine
    doi | bibtex
  • article - A Novel Deep Belief Network and Extreme Learning Machine Based Performance Degradation Prediction Method for Proton Exchange Membrane Fuel Cell
    IEEE Access (Volume 8, 2020, Pages :176661 - 176675)
    Xie, Yucen | Zou, Jianxiao | Li, Zhongliang | Gao, Fei | Peng, Chao

2019 (4)

  • article - Data-Fusion Prognostics of Proton Exchange Membrane Fuel Cell Degradation
    IEEE Transactions on Industry Applications (Volume 55, Issue (4), jul 2019, Pages :4321 - 4331)
    Ma, Rui | Li, Zhongliang | Breaz, Elena Virginia | Liu, Chen | Bai, Hao | Briois, Pascal | Gao, Fei
  • article - Fault diagnosis for fuel cell systems: A data-driven approach using high-precise voltage sensors
    Renewable Energy (Volume 135, may 2019, Pages :1435 - 1444)
    Li, Zhongliang | Outbib, Rachid | Giurgea, Stefan | Hissel, Daniel | Giraud, Alain | Couderc, Pascal
  • article - Fault Diagnosis for PEMFC Systems in Consideration of Dynamic Behaviors and Spatial Inhomogeneity
    IEEE Transactions on Energy Conversion (Volume 34, Issue (1), mar 2019, Pages :3 - 11)
    Li, Zhongliang | Outbib, Rachid | Giurgea, Stefan | Hissel, Daniel
  • article - FPGA-Based Real-Time Simulation of High-Power Electronic System With Nonlinear IGBT Characteristics
    IEEE Journal of Emerging and Selected Topics in Power Electronics (Volume 7, Issue (1), mar 2019, Pages :41 - 51)
    Liu, Chen | Ma, Rui | Bai, Hao | Li, Zhongliang | Gechter, Franck | Gao, Fei

2018 (5)

  • article - A System-Level FPGA-Based Hardware-in-the-Loop Test of High-Speed Train
    IEEE Transactions on Transportation Electrification (Volume 4, Issue (4), dec 2018, Pages :912 - 921)
    Liu, Chen | Guo, Xizheng | Ma, Rui | Li, Zhongliang | Gechter, Franck | Gao, Fei
  • article - Data-driven proton exchange membrane fuel cell degradation predication through deep learning method
    Applied Energy (Volume 231, dec 2018, Pages :102 - 115)
    Ma, Rui | Yang, Tao | Breaz, Elena Virginia | Li, Zhongliang | Briois, Pascal | Gao, Fei
  • article - Numerical Stiffness Analysis for Solid Oxide Fuel Cell Real-Time Simulation Applications
    IEEE Transactions on Energy Conversion (Volume 33, Issue (4), dec 2018, Pages :1917 - 1928)
    Ma, Rui | Li, Zhongliang | Breaz, Elena Virginia | Briois, Pascal | Gao, Fei
  • article - Co-oxidation Modeling for a Syngas Supplied Micro Tubular Solid Oxide Fuel Cell
    IEEE Transactions on Industry Applications (Volume 54, Issue (5), 2018, Pages :4917 - 4926)
    Ma, Rui | Breaz, Elena Virginia | Li, Zhongliang | Briois, Pascal | Gao, Fei
  • article - Hybrid modeling of power electronic system for hardware-in-the-loop application
    Electric Power Systems Research (Volume 163, Issue (A), 2018, Pages :502 - 512)
    Liu, Chen | Ma, Rui | Bai, Hao | Li, Zhongliang | Gechter, Franck | Gao, Fei

2016 (2)

  • inproceedings - Remaining useful life estimation for PEMFC in dynamic operating conditions
    13th Vehicle Power and Propulsion Conference (VPPC 2016) - IEEE / Hangzhou, China (2016, Pages pages 6)
    Li, Zhongliang | Gouriveau, Rafael | Hissel, Daniel | Zerhouni, Noureddine
    doi | bibtex
  • article - Online implementation of SVM based fault diagnosis strategy for PEMFC systems
    Applied Energy (Volume 164, feb 2016, Pages :284 - 293)
    Li, Zhongliang | Outbib, Rachid | Giurgea, Stefan | Hissel, Daniel | Jemei, Samir | Giraud, Alain | Rosini, Sébastien

2015 (3)

  • article - Fault detection and isolation for Polymer Electrolyte Membrane Fuel Cell systems by analyzing cell voltage generated space
    Applied Energy (Volume 148, jun 2015, Pages : 260 – 272)
    Li, Zhongliang | Outbib, Rachid | Giurgea, Stefan | Hissel, Daniel | Li, Yongdong
  • article - Diagnosis for PEMFC Systems: A Data-Driven Approach With the Capabilities of Online Adaptation and Novel Fault Detection
    IEEE Transactions on Industrial Electronics (Volume 62, Issue (8), apr 2015, Pages :5164 - 5174)
    Li, Zhongliang | Outbib, Rachid | Giurgea, Stefan | Hissel, Daniel
  • inproceedings - Online implementation of SVM based fault diagnosis strategy for PEMFC systems
    6th International Conference on Fundamentals and Developments of Fuel Cells (FDFC 2015) / Toulouse, France (2015, Pages pages 8)
    Li, Zhongliang | Outbib, Rachid | Giurgea, Stefan | Hissel, Daniel | Jemei, Samir | Rosini, Sébastien | Girard, Alain
    bibtex

2014 (5)

  • article - Data-driven diagnosis of PEM fuel cell: A comparative study
    Control Engineering Practice (Volume 28, jul 2014, Pages :1-12)
    Li, Zhongliang | Outbib, Rachid | Hissel, Daniel | Giurgea, Stefan
  • inproceedings - Fault diagnosis and novel fault type detection for PEMFC system based on Spherical-Shaped Multiple-class Support Vector Machine
    13th IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM 2014) / Besançon, France (2014, Pages pages 1628 - 1633 )
    Li, Zhongliang | Giurgea, Stefan | Outbib, Rachid | Hissel, Daniel
    doi | bibtex
  • article - Online Diagnosis of PEMFC by Combining Support Vector Machine and Fluidic Mode
    Fuel Cells (Volume 14, Issue (3), jun 2014, Pages :448 - 456)
    Li, Zhongliang | Giurgea, Stefan | Outbib, Rachid | Hissel, Daniel
  • inproceedings - Diagnosis of PEMFC by using data-driven parity space strategy
    13th European Control Conference (ECC 2014) / Strasbourg, France (2014, Pages pages 1268 - 1273)
    Li, Zhongliang | Outbib, Rachid | Hissel, Daniel | Giurgea, Stefan
    doi | bibtex
  • inproceedings - Fault detection and isolation of PEMFC systems: a classification approach
    Conference Internationale Discussion on Hydrogen Energy and Applications (IDHEA 2014) / Nantes, France (2014, Pages pages 49 (8))
    Li, Zhongliang | Giurgea, Stefan | Outbib, Rachid | Hissel, Daniel
    bibtex

2013 (2)

  • inproceedings - A Statistical Approach to Diagnose Humidification-Related Failures for PEMFC
    5th International Conference on Fundamentals and Development of Fuel Cells (FDFC 2013) / Karlsruhe, Germany (2013, Pages pages P068)
    Li, Zhongliang | Outbib, Rachid | Giurgea, Stefan | Hissel, Daniel
    pdf | bibtex
  • inproceedings - Online Diagnosis of PEMFC by Combining Support Vector Machine and Fluidic Model
    5th International Conference on Fundamentals and Development of Fuel Cells (FDFC 2013) / Karlsruhe, Germany (2013, Pages pages P069)
    Li, Zhongliang | Giurgea, Stefan | Outbib, Rachid | Hissel, Daniel
    pdf | bibtex

2012 (1)

  • inproceedings - Diagnosis of PEMFC by using statistical analysis
    6th International Conference on Integrated Modeling and Analysis in Applied Control and Automation (IMAACA 2012) / Wien, Austria (2012, Pages pages 191 - 198)
    Li, Zhongliang | Outbib, Rachid | Hissel, Daniel | Giurgea, Stefan
    bibtex