Publications

Voir toutes les publications (39)2024 (3)2023 (8)2022 (4)2020 (2)2019 (4)2018 (5)2016 (2)2015 (3)2014 (5)2013 (2)2012 (1)

2024 (3)

article - Health management review for fuel cells: Focus on action phase
Renewable & Sustainable Energy Reviews (Volume 201, sep 2024, Pages :114613 (39))
Zuo, Jian | Yousfi Steiner, Nadia | Li, Zhongliang | Hissel, Daniel
doi
article - Stack-level diagnosis of proton exchange membrane fuel cell by the distribution of relaxation times analysis of electrochemical impedance spectroscopy
Journal of Power Sources (Volume 603, may 2024, Pages :234420 (16))
Ao, Yunjin | Li, Zhongliang | Laghrouche, Salah | Depernet, Daniel | Candusso, Denis | Zhao, Kai
doi
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
pdf | doi

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{c7fa866d-6332-4333-b1fd-67569627fc3a, title = {A 1-D 2-phase control-oriented mass transfer model of PEM fuel cells}, author = {Gass, Rapha\"el and Li, Zhongliang}, year = {2023}, address = {Changsha, China}, booktitle = {7th IEEE CAA International Conference on Vehicular Control and Intelligence (CVCI 2023)}, editor = {c7fa866d-6332-4333-b1fd-67569627fc3a-editor.pdf}, month = {oct}, pages = {5}, url = {https://publiweb.femto-st.fr/tntnet/entries/20339/documents/author/data}, doi = {10.1109/CVCI59596.2023.10397331} }
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{4d771400-63ff-46e1-919e-dae397e7dbdd, title = {A dual-scale modelling framework for predicting catalyst degradation in Polymer Electrolyte Fuel Cells}, author = {Touil, Walid and Li, Zhongliang and Outbib, Rachid and Jemei, Samir and Hissel, Daniel}, year = {2023}, address = {Ulm, Germany}, booktitle = {9th International Conference on Fundamentals and Development of Fuel Cells (FDFC 2023)}, editor = {}, month = {sep}, url = {https://publiweb.femto-st.fr/tntnet/entries/20338/documents/author/data} }
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{8843d025-ff6f-4740-bf61-87291dec8a86, title = {A dynamic 1D+1D physical model of the PEMFC hydrogen stack for embedded systems}, author = {Gass, Rapha\"el and Li, Zhongliang and Outbib, Rachid and Jemei, Samir and Hissel, Daniel}, year = {2023}, address = {Ulm, Germany}, booktitle = {9th International Conference on Fundamentals and Development of Fuel Cells (FDFC 2023)}, editor = {}, month = {sep}, url = {https://publiweb.femto-st.fr/tntnet/entries/20340/documents/author/data} }
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@inproceedings{d0a02630-297b-4c70-b37f-ca1502e63e95, title = {Comprehensive Modeling and Analysis of Bubble Dynamics and its Impact on PEM Water Electrolysis Performance}, author = {Zerrougui, Islam and Li, Zhongliang and Hissel, Daniel}, year = {2023}, address = {Ulm, Germany}, booktitle = {9th International Conference on Fundamentals and Development of Fuel Cells (FDFC 2023)}, editor = {}, month = {sep}, url = {https://publiweb.femto-st.fr/tntnet/entries/20363/documents/author/data} }
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
pdf | doi
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{36d2b783-f29b-4b09-8db5-5c19ab2c9ca5, title = {An Unbiased Fuzzy Double Q-Learning based Energy Management for Fuel Cell Hybrid Electric Vehicles Publisher: IEEE PDF}, author = {Guo, Liang and Li, Zhongliang and Outbib, Rachid}, year = {2023}, address = {Helsinki, Finland}, booktitle = {32nd IEEE International Symposium on Industrial Electronics (ISIE 2023)}, editor = {36d2b783-f29b-4b09-8db5-5c19ab2c9ca5-editor.pdf}, month = {jun}, pages = {7}, url = {https://publiweb.femto-st.fr/tntnet/entries/20333/documents/author/data}, doi = {10.1109/ISIE51358.2023.10227988} }
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{b4a22d60-06e5-4b34-933d-2c942832e566, title = {Un mod\`ele physique 1D+1D dynamique de la pile \`a hydrog\`ene PEMFC pour des syst\`emes embarqu\'es}, author = {Gass, Rapha\"el and Li, Zhongliang and Outbib, Rachid and Jemei, Samir and Hissel, Daniel}, year = {2023}, address = {Saint-Gilles, France}, booktitle = {3\`eme R\'eunion Pl\'eni\`eres de la F\'ed\'eration Hydrog\`ene (FRH2) du CNRS (2023)}, editor = {}, month = {may}, url = {https://publiweb.femto_st-st.fr/tntnet/entries/19848/documents/author/data} }
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@inproceedings{5faf2cda-2b98-4a5a-a51f-3f5b0dfb6eb5, title = {A Dual-Scale Modeling Framework for Predicting Platinum Degradation in Polymer Electrolyte Fuel Cells}, author = {Touil, Walid and Li, Zhongliang and Outbib, Rachid and Jemei, Samir and Hissel, Daniel}, year = {2023}, address = {Saint-Gilles, France}, booktitle = {3\`eme R\'eunion Pl\'eni\`eres de la F\'ed\'eration Hydrog\`ene (FRH2) du CNRS (2023)}, editor = {}, month = {may}, url = {https://publiweb.femto-st.fr/tntnet/entries/19849/documents/author/data} }

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
pdf | doi
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
pdf | doi
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
pdf | doi
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
pdf | doi

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@inproceedings{6a0ec435-17b5-4db3-bda9-b828780c8a09, title = {A Feature-Based Prognostics Strategy for PEM Fuel Cell Operated under Dynamic Conditions}, author = {Yue, Meiling and Li, Zhongliang and Roche, Robin and Jemei, Samir and Zerhouni, Noureddine}, year = {2020}, address = {Besan\c{c}on, France}, booktitle = {IEEE Prognostics and System Health Management Conference (PHM 2020)}, editor = {6a0ec435-17b5-4db3-bda9-b828780c8a09-editor.pdf}, month = {may}, pages = {122 - 127}, doi = {10.1109/PHM-Besancon49106.2020.00026} }
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
doi

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
doi
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
doi
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
doi
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
doi

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
doi
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
doi
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
doi
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
doi
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
doi

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@inproceedings{f0bf5713-aef1-402a-8b59-034c4f26e441, title = {Remaining useful life estimation for PEMFC in dynamic operating conditions}, author = {Li, Zhongliang and Gouriveau, Rafael and Hissel, Daniel and Zerhouni, Noureddine}, year = {2016}, address = {Hangzhou, China}, booktitle = {13th Vehicle Power and Propulsion Conference (VPPC 2016) - IEEE}, month = {oct}, pages = {6}, doi = {10.1109/VPPC.2016.7791762} }
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
doi

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
doi
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
doi
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@inproceedings{3cfc1a40-942d-42cd-9908-d3268036bad8, title = {Online implementation of SVM based fault diagnosis strategy for PEMFC systems}, author = {Li, Zhongliang and Outbib, Rachid and Giurgea, Stefan and Hissel, Daniel and Jemei, Samir and Rosini, S\'ebastien and Girard, Alain}, year = {2015}, address = {Toulouse, France}, booktitle = {6th International Conference on Fundamentals and Developments of Fuel Cells (FDFC 2015)}, month = {feb}, pages = {8} }

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
doi
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@inproceedings{493d6951-fc5c-4f52-b037-1cfc8145bfe7, title = {Fault diagnosis and novel fault type detection for PEMFC system based on Spherical-Shaped Multiple-class Support Vector Machine}, author = {Li, Zhongliang and Giurgea, Stefan and Outbib, Rachid and Hissel, Daniel}, year = {2014}, address = {Besan\c{c}on, France}, booktitle = {13th IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM 2014)}, editor = {493d6951-fc5c-4f52-b037-1cfc8145bfe7-editor.pdf}, month = {jul}, pages = {1628 - 1633 }, doi = {10.1109/AIM.2014.6878317} }
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
doi
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{d8f3bee1-b7d3-45bd-80e6-df8d50954c83, title = {Diagnosis of PEMFC by using data-driven parity space strategy}, author = {Li, Zhongliang and Outbib, Rachid and Hissel, Daniel and Giurgea, Stefan}, year = {2014}, address = {Strasbourg, France}, booktitle = {13th European Control Conference (ECC 2014)}, editor = {d8f3bee1-b7d3-45bd-80e6-df8d50954c83-editor.pdf}, month = {jun}, pages = {1268 - 1273}, doi = {10.1109/ECC.2014.6862527}, organization = {The European Control Association (EUCA)}, publisher = {IEEE} }
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@inproceedings{adc2b397-4210-43cd-845a-a13d085e5203, title = {Fault detection and isolation of PEMFC systems: a classification approach}, author = {Li, Zhongliang and Giurgea, Stefan and Outbib, Rachid and Hissel, Daniel}, year = {2014}, address = {Nantes, France}, booktitle = {Conference Internationale Discussion on Hydrogen Energy and Applications (IDHEA 2014)}, month = {may}, pages = {49 (8)}, organization = {CNRS - Centre national de la recherche scientifique}, publisher = {CNRS - Centre national de la recherche scientifique} }

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{2da3205c-44e8-484f-bccf-298a08f85add, title = {A Statistical Approach to Diagnose Humidification-Related Failures for PEMFC}, author = {Li, Zhongliang and Outbib, Rachid and Giurgea, Stefan and Hissel, Daniel}, year = {2013}, address = {Karlsruhe, Germany}, booktitle = {5th International Conference on Fundamentals and Development of Fuel Cells (FDFC 2013)}, month = {apr}, pages = {P068}, url = {https://publiweb.femto-st.fr/tntnet/entries/5648/documents/author/data} }
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@inproceedings{2ff45c0e-d9d1-4135-b16d-291a4cec1ada, title = {Online Diagnosis of PEMFC by Combining Support Vector Machine and Fluidic Model}, author = {Li, Zhongliang and Giurgea, Stefan and Outbib, Rachid and Hissel, Daniel}, year = {2013}, address = {Karlsruhe, Germany}, booktitle = {5th International Conference on Fundamentals and Development of Fuel Cells (FDFC 2013)}, editor = {Yousfi Steiner, Nadia - Franceschi, Joelle}, month = {apr}, pages = {P069}, url = {https://publiweb.femto-st.fr/tntnet/entries/5649/documents/author/data} }

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@inproceedings{c6c57561-86cb-439e-81fe-7036bb59c883, title = {Diagnosis of PEMFC by using statistical analysis}, author = {Li, Zhongliang and Outbib, Rachid and Hissel, Daniel and Giurgea, Stefan}, year = {2012}, address = {Wien, Austria}, booktitle = {6th International Conference on Integrated Modeling and Analysis in Applied Control and Automation (IMAACA 2012)}, editor = { Bruzzone, Agostino and Dauphin-Tanguy, Genevi\`eve and Junco, Sergio and Merkuryev, Yuri }, month = {sep}, pages = {191 - 198}, organization = {I3M}, publisher = {DIME University of Genoa} }