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Zhongliang Li

Département Energie
équipe SHARPAC

UFC - UFR STGI

Courriel :: zhongliang.li [at] femto-st.fr
Adresse :: Energie (TECHN'HOM)
Bât F - 13 rue Thierry Mieg
90010 BELFORT cedex

Zhongliang Li (李忠亮)
Junior Professor Chair, Electrical Engineering and Automation

Research Institution FEMTO-ST, University of Franche-Comte, France.

Address: FEMTO-ST/Energie, 13, Rue Ernest Thierry-Mieg, 90010 Belfort Cedex France

Email: zhongliang.li@univ-fcomte.fr or zhongliang.li@femto-st.fr

I received my Bachelor's and Master's degrees in Electrical Engineering from Tsinghua University, Beijing, China, in 2009 and 2011, respectively. He obtained his Ph.D. degree in Automation from the University of Aix-Marseille, Marseille, France, in September 2014. From 2014 to 2016, he worked as a Postdoctoral Research Associate with Labs FEMTO-ST (UMR CNRS 6174) and FCLAB (CNRS 3539), Belfort, France. From 2016 to 2022, he was an Associate Professor with Lab LIS (UMR CNRS 7020), at Aix-Marseille University. Since 2022, he has been a junior professor chair at the University of Franche-Comté.

About my research interests
Regarding the advances in both automation and information domains, especially those involving « Artificial Intelligence (AI) », the current operations of energy systems are nevertheless far from « intelligent ». Meanwhile, when we try to penetrate the recent exciting developments in automation and information into those energy systems, new problems often arise and challenge the regular thoughts and state-of-the-art implementation techniques. My research interests are therefore oriented to bridge the gap between intelligent methodology development and application in energy systems. Particularly, hydrogen fuel cells and water electrolyzers have been the main objects to conduct my research. I believe that this research should be one of the worldwide key scientific subjects in the ongoing and next decades. For more details about my research, you are all welcome to consult my personal page on the up-right.

Publications de Zhongliang Li

Voir toutes les publications (41)2024 (5)2023 (8)2022 (4)2020 (2)2019 (4)2018 (5)2016 (2)2015 (3)2014 (5)2013 (2)2012 (1)

2024 (5)

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
inproceedings - Optimization and Performance Evaluation of Open Cathode Multi-Stack PEM Fuel Cell Systems
13th IEEE Transportation Electrification Conference and Expo (ITEC 2024) / Chicago, United States (2024, Pages pages 5)
Natesan, VinothKumar | Succoja, Rémi | Li, Zhongliang
bibtex@inproceedings{66cddabc-6e6b-4005-aa0d-3f3807f322d8, title = {Optimization and Performance Evaluation of Open Cathode Multi-Stack PEM Fuel Cell Systems}, author = {Natesan, VinothKumar and Succoja, R\'emi and Li, Zhongliang}, year = {2024}, address = {Chicago, United States}, booktitle = {13th IEEE Transportation Electrification Conference and Expo (ITEC 2024)}, editor = {66cddabc-6e6b-4005-aa0d-3f3807f322d8-editor.pdf}, month = {jun}, pages = {5} }
inproceedings - Control oriented modeling of integrated catalyst and membrane degradation in PEM fuel cells
13th IEEE Transportation Electrification Conference and Expo (ITEC 2024) / Chicago, United States (2024, Pages pages 7)
Touil, Walid | Li, Zhongliang | Outbib, Rachid | Hissel, Daniel | Jemei, Samir
bibtex@inproceedings{90299864-e93b-4cb9-937e-80b222b501f0, title = {Control oriented modeling of integrated catalyst and membrane degradation in PEM fuel cells}, author = {Touil, Walid and Li, Zhongliang and Outbib, Rachid and Hissel, Daniel and Jemei, Samir}, year = {2024}, address = {Chicago, United States}, booktitle = {13th IEEE Transportation Electrification Conference and Expo (ITEC 2024)}, editor = {90299864-e93b-4cb9-937e-80b222b501f0-editor.pdf}, month = {jun}, pages = {7} }
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} }