The institute
FEMTO-ST
Energie department
Zhixue Zheng
Energie department
SHARPAC team
SHARPAC team
- E-mail:
- zhixue.zheng2 [at] femto-st.fr
- Address:
-
Energie (TECHN'HOM)
Bât F - 13 rue Thierry Mieg
90010 BELFORT cedex
Zhixue ZHENG's publications
2026 (1)
- article - Adaptive open-loop control for converter-based impedance spectroscopy in PV panels
Energy Conversion and Management (Volume 348, Issue (Part A), jan 2026, Pages :120619 (11))
Wang, Xin | Zheng, Zhixue | Aillerie, Michel | Péra, Marie-Cécile | Hissel, Daniel
2025 (2)
- inproceedings - Development of a humidity estimation tool for automotive PEMFC stacks
6ème Symposium de Génie Electrique (SGE 2025) / Toulouse, France (2025, Pages pages 6)
Serine, Martin | Aubry, Julie | Zheng, Zhixue | Hissel, Danielressource | bibtex@inproceedings{3455d600-8d58-4534-9802-a07294622e97, title = {Development of a humidity estimation tool for automotive PEMFC stacks}, author = {Serine, Martin and Aubry, Julie and Zheng, Zhixue and Hissel, Daniel}, year = {2025}, address = {Toulouse, France}, booktitle = {6\`eme Symposium de G\'enie Electrique (SGE 2025)}, editor = {}, month = {jul}, pages = {6}, url = {https://publiweb.femto-st.fr/tntnet/entries/21541/documents/author/data} } - inproceedings - Ageing phenomena identification of PEMFC using the DRT tool
6ème Symposium de Génie Electrique (SGE 2025) / Toulouse, France (2025, Pages pages 6)
Turpin, Laurine | Cacciuttolo, Quentin | Xu, Boyang | Zheng, Zhixue | Péra, Marie-Cécileressource | bibtex@inproceedings{d47a8236-ac6e-41cc-a76f-bd1c7201fdc6, title = {Ageing phenomena identification of PEMFC using the DRT tool}, author = {Turpin, Laurine and Cacciuttolo, Quentin and Xu, Boyang and Zheng, Zhixue and P\'era, Marie-C\'ecile}, year = {2025}, address = {Toulouse, France}, booktitle = {6\`eme Symposium de G\'enie Electrique (SGE 2025)}, editor = {}, month = {jul}, pages = {6}, url = {https://publiweb.femto-st.fr/tntnet/entries/21558/documents/author/data} }
2024 (1)
- article - Control Strategies of Converter-Based Online Impedance Spectroscopy for Photovoltaic Panels
IEEE Transactions on Industry Applications (Volume 60, Issue (4), jul 2024, Pages :6524 - 6538)
Wang, Xin | Zheng, Zhixue | Aillerie, Michel | Sawicki, Jean-Paul | De Bernardinis, Alexandre | Péra, Marie-Cécile | Hissel, Daniel
2023 (1)
- inproceedings - Online Impedance Spectroscopy Characterization of PV Panels by Studying Resonant Behavior of Boost Converter
12th IEEE Transportation Electrification Conference and Expo (ITEC 2023) / Detroit, MI, United States (2023, Pages pages 7)
Wang, Xin | Zheng, Zhixue | Aillerie, Michel | De Bernardinis, Alexandre | Péra, Marie-Cécile | Hissel, Danieldoi | bibtex@inproceedings{0ec2963c-09b1-4408-b861-c3fad326f093, title = {Online Impedance Spectroscopy Characterization of PV Panels by Studying Resonant Behavior of Boost Converter}, author = {Wang, Xin and Zheng, Zhixue and Aillerie, Michel and De Bernardinis, Alexandre and P\'era, Marie-C\'ecile and Hissel, Daniel}, year = {2023}, address = {Detroit, MI, United States}, booktitle = {12th IEEE Transportation Electrification Conference and Expo (ITEC 2023)}, editor = {0ec2963c-09b1-4408-b861-c3fad326f093-editor.pdf}, month = {jun}, pages = {7}, doi = {10.1109/ITEC55900.2023.10187066} }
2022 (3)
- article - A review on lifetime prediction of proton exchange membrane fuel cell system
Journal of Power Sources (Volume 529, may 2022, Pages :231256 (17))
Hua, Zhiguang | Zheng, Zhixue | Pahon, Elodie | Péra, Marie-Cécile | Gao, Fei - article - Statistical Analysis on Random Matrices of Echo State Network in PEMFC System’s Lifetime Prediction
Applied Sciences (Volume 12, Issue (7), apr 2022, Pages :3421 (14))
Hua, Zhiguang | Zheng, Zhixue | Péra, Marie-Cécile | Gao, Fei - article - Lifespan Prediction for Proton Exchange Membrane Fuel Cells Based on Wavelet Transform and Echo State Network
IEEE Transactions on Transportation Electrification (Volume 8, Issue (1), mar 2022, Pages :420 - 431)
Hua, Zhiguang | Zheng, Zhixue | Pahon, Elodie | Péra, Marie-Cécile | Gao, Fei
2021 (3)
- article - Remaining useful life prediction of PEMFC systems under dynamic operating conditions
Energy Conversion and Management (Volume 231, mar 2021, Pages :113825 (15))
Hua, Zhiguang | Zheng, Zhixue | Pahon, Elodie | Péra, Marie-Cécile | Gao, Fei - article - Multi-timescale Lifespan Prediction for PEMFC Systems Under Dynamic Operating Conditions
IEEE Transactions on Transportation Electrification (Volume 8, Issue (1), mar 2021, Pages :345 - 355)
Hua, Zhiguang | Zheng, Zhixue | Pahon, Elodie | Péra, Marie-Cécile | Gao, Fei - article - A Review of DC Microgrid Energy Management Systems Dedicated to Residential Applications
Energies (Volume 14, Issue (4), feb 2021, Pages :4308 (26))
Ali, Sadaqat | Zheng, Zhixue | Aillerie, Michel | Sawicki, Jean-Paul | Péra, Marie-Cécile | Hissel, Daniel
2020 (3)
- inproceedings - Health Indicators for PEMFC Systems Life Prediction Under Both Static and Dynamic Operating Conditions
46th IEEE Annual Conference of the IEEE Industrial Electronics Society (IECON 2020) / Singapore, Singapore (2020, Pages pages 3963 - 3968)
Hua, Zhiguang | Zheng, Zhixue | Pahon, Elodie | Péra, Marie-Cécile | Gao, Feidoi | bibtex@inproceedings{dba73589-f2ef-48eb-a563-2a6435760df1, title = {Health Indicators for PEMFC Systems Life Prediction Under Both Static and Dynamic Operating Conditions}, author = {Hua, Zhiguang and Zheng, Zhixue and Pahon, Elodie and P\'era, Marie-C\'ecile and Gao, Fei}, year = {2020}, address = {Singapore, Singapore}, booktitle = {46th IEEE Annual Conference of the IEEE Industrial Electronics Society (IECON 2020)}, editor = {dba73589-f2ef-48eb-a563-2a6435760df1-editor.pdf}, month = {oct}, pages = {3963 - 3968}, doi = {10.1109/IECON43393.2020.9254916} } - inproceedings - Data-driven Prognostics for PEMFC Systems by Different Echo State Network Prediction Structures
9th IEEE Transportation Electrification Conference and Expo (ITEC 2020) / Chicago, United States (2020, Pages pages 495 - 500)
Hua, Zhiguang | Zheng, Zhixue | Péra, Marie-Cécile | Gao, Feidoi | bibtex@inproceedings{82f88dda-41b9-4472-9f98-0ff160250141, title = {Data-driven Prognostics for PEMFC Systems by Different Echo State Network Prediction Structures}, author = {Hua, Zhiguang and Zheng, Zhixue and P\'era, Marie-C\'ecile and Gao, Fei}, year = {2020}, address = {Chicago, United States}, booktitle = {9th IEEE Transportation Electrification Conference and Expo (ITEC 2020)}, editor = {82f88dda-41b9-4472-9f98-0ff160250141-editor.pdf}, month = {jun}, pages = {495 - 500}, doi = {10.1109/ITEC48692.2020.9161581} } - article - Remaining useful life prediction of PEMFC systems based on the multi-input echo state network
Applied Energy (Volume 265, may 2020, Pages :114791 (13))
Hua, Zhiguang | Zheng, Zhixue | Péra, Marie-Cécile | Gao, Fei
2019 (1)
- inproceedings - Challenges of the Remaining Useful Life Prediction for Proton Exchange Membrane Fuel Cells
45th Annual Conference of the IEEE Industrial Electronics Society (IECON 2019) / Lisbon, Portugal (2019, Pages pages 6382 - 6387)
Hua, Zhiguang | Zheng, Zhixue | Gao, Fei | Péra, Marie-Céciledoi | bibtex@inproceedings{f0a869ed-50cd-4529-9d80-cae908bf629f, title = {Challenges of the Remaining Useful Life Prediction for Proton Exchange Membrane Fuel Cells}, author = {Hua, Zhiguang and Zheng, Zhixue and Gao, Fei and P\'era, Marie-C\'ecile}, year = {2019}, address = {Lisbon, Portugal}, booktitle = {45th Annual Conference of the IEEE Industrial Electronics Society (IECON 2019)}, month = {oct}, pages = {6382 - 6387}, doi = {10.1109/IECON.2019.8927288} }
2018 (3)
- article - CPU-FPGA based real-time simulation of fuel cell electric vehicle
Energy Conversion and Management (Volume 174, oct 2018, Pages :983 - 997)
Ma, Rui | Liu, Chen | Zheng, Zhixue | Gechter, Franck | Briois, Pascal | Gao, Fei - inproceedings - Fault Diagnosis of PEMFC Systems In The Model Space Using Reservoir Computing
15th IEEE Vehicle Power and Propulsion Conference (VPPC 2018) / Chicago, IL, United States (2018, Pages pages 5)
Zheng, Zhixue | Péra, Marie-Cécile | Hissel, Daniel | Larger, Laurent | Yousfi Steiner, Nadia | Jemei, Samirdoi | bibtex@inproceedings{0234345b-b361-4a42-bc14-361fa08fa107, title = {Fault Diagnosis of PEMFC Systems In The Model Space Using Reservoir Computing}, author = {Zheng, Zhixue and P\'era, Marie-C\'ecile and Hissel, Daniel and Larger, Laurent and Yousfi Steiner, Nadia and Jemei, Samir}, year = {2018}, address = {Chicago, IL, United States}, booktitle = {15th IEEE Vehicle Power and Propulsion Conference (VPPC 2018)}, month = {aug}, pages = {5}, doi = {10.1109/VPPC.2018.8605029}, organization = {IEEE} } - article - Determination of the health state of fuel cell vehicle for a clean transportation
Journal of Cleaner Production (Volume 171, jan 2018, Pages :1510 - 1519)
Becherif, Mohamed | Péra, Marie-Cécile | Hissel, Daniel | Zheng, Zhixue
2017 (1)
- article - Brain-inspired computational paradigm dedicated to fault diagnosis of PEM fuel cell stack
International Journal of Hydrogen Energy (Volume 42, Issue (8), feb 2017, Pages :5410 - 5425)
Zheng, Zhixue | Morando, Simon | Péra, Marie-Cécile | Hissel, Daniel | Larger, Laurent | Martinenghi, Romain | Baylon Fuentes, Antonio
2016 (1)
- misc - On line fault diagnosis of PEMFC stacks via on non-model based methods and EIS measurements
Prix de la thèse en Électrotechnique décerné par le Club EEA /GDR SEEDS et remis lors du 56ème Congrès du Club EEA à Nancy les 26 et 27 mai 2016. (may 2016)
Zheng, Zhixuebibtex@misc{32305a64-dc37-4927-ac59-0926b71dbf9f, title = {On line fault diagnosis of PEMFC stacks via on non-model based methods and EIS measurements}, author = {Zheng, Zhixue}, year = {2016}, month = {may} }
2015 (1)
- inproceedings - Online fault diagnosis of a PEMFC system by EIS measurements and fuzzy logic methods
6th International Conference on Fundamentals and Developments of Fuel Cells (FDFC 2015) / Toulouse, France (2015, Pages pages 10)
Zheng, Zhixue | Agbli, Serge Kréhi | Péra, Marie-Cécile | Hissel, Daniel | Becherif, Mohamedbibtex@inproceedings{f21946fc-d4db-47ec-a2e9-0a2e03e06b0c, title = {Online fault diagnosis of a PEMFC system by EIS measurements and fuzzy logic methods}, author = {Zheng, Zhixue and Agbli, Serge Kr\'ehi and P\'era, Marie-C\'ecile and Hissel, Daniel and Becherif, Mohamed}, year = {2015}, address = {Toulouse, France}, booktitle = {6th International Conference on Fundamentals and Developments of Fuel Cells (FDFC 2015)}, month = {feb}, pages = {10} }
2014 (3)
- article - A double-fuzzy diagnostic methodology dedicated to online fault diagnosis of proton exchange membrane fuel cell stacks
Journal of Power Sources (Volume 271, dec 2014, Pages :570 - 581)
Zheng, Zhixue | Péra, Marie-Cécile | Hissel, Daniel | Becherif, Mohamed | Agbli, Serge Kréhi | Li, Yongdong - unpublished - Diagnostic en ligne d’un système de pile à combustible à membrane polymère par logique floue et spectroscopie d’impedance électrochimique (nov 2014)
Zheng, Zhixue | Péra, Marie-Cécile | Hissel, Daniel | Agbli, Serge Kréhi | Becherif, Mohamedbibtex@unpublished{ecb6d638-4185-46ac-aa72-df0a88f72512, title = {Diagnostic en ligne d'un syst\`eme de pile \`a combustible \`a membrane polym\`ere par logique floue et spectroscopie d'impedance \'electrochimique}, author = {Zheng, Zhixue and P\'era, Marie-C\'ecile and Hissel, Daniel and Agbli, Serge Kr\'ehi and Becherif, Mohamed}, year = {2014}, address = {Poitiers, France}, booktitle = {1\`ere GdR Hydrog\`ene, Syst\`emes et Piles \`a Combustible 3652 (GdR HySP\`aC 2014)}, month = {nov} } - inproceedings - Fault diagnosis of a commercial PEM fuel cell stack based on fuzzy logic
Conference Internationale Discussion on Hydrogen Energy and Applications (IDHEA 2014) / Nantes, France (2014, Pages pages 74 (9))
Zheng, Zhixue | Péra, Marie-Cécile | Hissel, Daniel | Becherif, Mohamed | Agbli, Serge Kréhibibtex@inproceedings{ed27cc99-ce79-4d33-9431-8bbef691a5b4, title = {Fault diagnosis of a commercial PEM fuel cell stack based on fuzzy logic}, author = {Zheng, Zhixue and P\'era, Marie-C\'ecile and Hissel, Daniel and Becherif, Mohamed and Agbli, Serge Kr\'ehi}, year = {2014}, address = {Nantes, France}, booktitle = {Conference Internationale Discussion on Hydrogen Energy and Applications (IDHEA 2014)}, month = {may}, pages = {74 (9)}, organization = {CNRS - Centre national de la recherche scientifique}, publisher = {CNRS - Centre national de la recherche scientifique} }
2013 (5)
- inproceedings - Diagnosis of a Commercial PEM Fuel Cell Stack via Incomplete Spectra and Fuzzy Clustering
39th IEEE Annual Conference of the IEEE Industrial Electronics Society (IECON 2013) / Vienna, Austria (2013, Pages pages 1595 - 1600)
Zheng, Zhixue | Petrone, Raffaele | Péra, Marie-Cécile | Hissel, Daniel | Becherif, Mohamed | Pianese, Cesareressource | doi | bibtex@inproceedings{aa6abc64-c49c-4797-8267-17daf772a1b7, title = {Diagnosis of a Commercial PEM Fuel Cell Stack via Incomplete Spectra and Fuzzy Clustering}, author = {Zheng, Zhixue and Petrone, Raffaele and P\'era, Marie-C\'ecile and Hissel, Daniel and Becherif, Mohamed and Pianese, Cesare}, year = {2013}, address = {Vienna, Austria}, booktitle = {39th IEEE Annual Conference of the IEEE Industrial Electronics Society (IECON 2013)}, month = {nov}, pages = {1595 - 1600}, url = {https://publiweb.femto-st.fr/tntnet/entries/5758/documents/author/data}, doi = {10.1109/IECON.2013.6699371}, organization = {IEEE}, publisher = {IEEE} } - article - A review on model-based diagnosis methodologies for PEMFCs
International Journal of Hydrogen Energy (Volume 38, Issue (17), jun 2013, Pages :7077 - 7091)
Petrone, Raffaele | Zheng, Zhixue | Hissel, Daniel | Péra, Marie-Cécile | Pianese, Cesare | Sorrentino, Marco | Becherif, Mohamed | Yousfi Steiner, Nadia - article - A review on non-model based diagnosis methodologies for PEM fuel cell stacks and systems
International Journal of Hydrogen Energy (Volume 38, Issue (21), jun 2013, Pages :8914 - 8926)
Zheng, Zhixue | Petrone, Raffaele | Péra, Marie-Cécile | Hissel, Daniel | Becherif, Mohamed | Pianese, Cesare | Yousfi Steiner, Nadia | Sorrentino, Marco - inproceedings - Implementation of EIS measurements on an embedded commercial system
5th International Conference on Fundamentals and Development of Fuel Cells (FDFC 2013) / Karlsruhe, Germany (2013, Pages pages 9)
Petrone, Raffaele | Zheng, Zhixue | Hissel, Daniel | Péra, Marie-Cécile | Pianese, Cesare | Sorrentino, Marco | Becherif, Mohamedressource | bibtex@inproceedings{c5ca46b0-9f3f-43c5-bc4c-298af2f95d58, title = {Implementation of EIS measurements on an embedded commercial system}, author = {Petrone, Raffaele and Zheng, Zhixue and Hissel, Daniel and P\'era, Marie-C\'ecile and Pianese, Cesare and Sorrentino, Marco and Becherif, Mohamed}, year = {2013}, address = {Karlsruhe, Germany}, booktitle = {5th International Conference on Fundamentals and Development of Fuel Cells (FDFC 2013)}, month = {apr}, pages = {9}, url = {https://publiweb.femto-st.fr/tntnet/entries/5628/documents/author/data} } - inproceedings - Diagnosis of proton exchange membrane fuel cell (PEMFC) stack based on fuzzy clustering
5th International Conference on Fundamentals and Development of Fuel Cells (FDFC 2013) / Karlsruhe, Germany (2013, Pages pages 10)
Zheng, Zhixue | Péra, Marie-Cécile | Hissel, Daniel | Becherif, Mohamedressource | bibtex@inproceedings{e6d6f6f1-7f60-4e65-80f8-42875d4f17bc, title = {Diagnosis of proton exchange membrane fuel cell (PEMFC) stack based on fuzzy clustering}, author = {Zheng, Zhixue and P\'era, Marie-C\'ecile and Hissel, Daniel and Becherif, Mohamed}, year = {2013}, address = {Karlsruhe, Germany}, booktitle = {5th International Conference on Fundamentals and Development of Fuel Cells (FDFC 2013)}, editor = {e6d6f6f1-7f60-4e65-80f8-42875d4f17bc-editor.pdf}, month = {apr}, pages = {10}, url = {https://publiweb.femto-st.fr/tntnet/entries/5629/documents/author/data} }









