Book chapter & monograph

  1. Zhongliang LI, Zhixue ZHENG, Fei GAO, Chapter 10: Diagnosis and prognosis of proton exchange membrane fuel cells, Book title: Electrical Systems 2: From Diagnosis to Prognosis, ISBN: 9781786306081, ISTE, March 2020. (Lien du livre : http://www.iste.co.uk/book.php?id=1616 ).

Journal articles

2020

  1. Y. Xie, J. Zou, Z. Li,et al., "A Novel Deep Belief Network and Extreme Learning Machine Based Performance Degradation Prediction Method for Proton Exchange Membrane Fuel Cell," IEEE Access, vol. 8, pp. 176661-176675, 2020.

  2. Zhigen NIE, Zhongliang LI, Rachid OUTBIB et al., "Gain-scheduling control of dynamic lateral lane change for automated and connected vehicles based on multi-points preview", IET Intelligent Transport Systems, vol. 14, no. 10, pp. 1338-1349, Oct. 2020

  3. Zhongliang LI, Zhixue ZHENG, Rachid OUTBIB, "Adaptive prognostic of fuel cells by implementing ensemble Echo State Networks in time varying model space," IEEE Transactions on Industrial Electronics, vol. 67, no. 1, pp. 379-389, Jan. 2020.

2019

  1. Zhongliang LI, Zhixue ZHENG, Liangfei XU, Xiaonan LU, "A review of the applications of fuel cells in microgrids: opportunities and challenges", BMC Energy (nouveau journal), vol. 1, pp. 1-23, 2019 (DOI: 10.1186/s42500-019-0008-3).

  2. Rui MA, Zhongliang LI, et al., "Data-Fusion Prognostics of Proton Exchange Membrane Fuel Cell Degradation," IEEE Transactions on Industry Applications, vol. 55, no. 4, pp. 4321-4331, July-Aug. 2019.

  3. Zhongliang LI, Catherine CADET, Rachid OUTBIB, "Diagnosis for PEMFC based on magnetic measurements and data-driven approach," IEEE Transactions on Energy Conversion, vol. 34, no. 2, pp. 964-972, June 2019.

  4. Zhongliang LI, Rachid OUTBIB, Stefan GIURGEA, Daniel HISSEL, Alain GIRAUD, Pascal COUDERC, "Fault diagnosis for fuel cell systems: A data-driven approach using high-precise voltage sensors," Renewable Energy, vol. 135, pp. 1435-1444, May 2019.

  5. Chen LIU, Rui MA, Hao BAI, Zhongliang LI, Franck GECHTER, Fei GAO, "FPGA-Based Real-time Simulation of High-Power Electronic System with Nonlinear IGBT Characteristics," IEEE Journal of Emerging and Selected Topics in Power Electronics, vol. 7, no. 1, pp. 41-51, March 2019.

  6. Zhongliang LI, Rachid OUTBIB, Stefan GIURGEA, Daniel HISSEL, "Fault diagnosis for PEMFC systems in consideration of dynamic behaviors and spatial inhomogeneity", IEEE Transactions on Energy Conversion, vol. 34, no. 1, pp. 3-11, March 2019. (DOI: 10.1109/TEC.2018.2824902)

2018

  1. Chen LIU, Xizheng GUO, Rui MA, Zhongliang LI, Franck GECHTER, Fei GAO, "A System-Level FPGA-Based Hardware-in-the-Loop Test of High-Speed Train," IEEE Transactions on Transportation Electrification, vol. 4, no. 4, pp. 912-921, Dec. 2018.

  2. Rui MA, Zhongliang LI, Elena BREAZ, Pascal BRIOIS, Fei GAO, "Numerical Stiffness Analysis for Solid Oxide Fuel Cell Real-time Simulation Applications," IEEE Transactions on Energy Conversion, vol. 33, no. 4, pp. 1917-1928, Dec. 2018.

  3. Rui MA, Elena BREAZ, Zhongliang LI, Pascal BRIOIS, Fei GAO, "Co-Oxidation Modeling for a Syngas-Supplied Microtubular Solid Oxide Fuel Cell," IEEE Transactions on Industry Applications, vol. 54, no. 5, pp. 4917-4926, Sept.-Oct. 2018.

  4. Rui MA, Tao YANG, Elena BREAZ, Zhongliang LI, Pascal BRIOIS, Fei GAO, “Data-driven proton exchange membrane fuel cell degradation predication through deep learning method”, Applied Energy, vol. 231, pp. 102-115, ISSN 0306-2619, 2018.

  5. Chen LIU, Rui MA, Hao BAI, Zhongliang LI, Franck GECHTER, Fei GAO, “Hybrid modeling of power electronic system for hardware-in-the-loop application”, Electric Power Systems Research, vol. 163, part A, pp. 502-512, ISSN 0378-7796, 2018.

  6. Zhongliang LI, Zhixue ZHENG, Rachid OUTBIB, "A prognostic methodology for power MOSFETs under thermal stress using echo state network and particle filter”, Microelectronics Reliability, vol. 88–90, pp. 350-354, ISSN 0026-2714, 2018.

PhD & Postdoc

  1. Zhongliang LI, Rachid OUTBIB, Stefan GIURGEA, Daniel HISSEL, Samir JEMEI, Alain GIRAUD, Sébastien ROSINI, "Online implementation of SVM based fault diagnosis strategy for PEMFC systems", Applied Energy, vol. 164, pp. 284-293, ISSN 0306-2619, Feb. 2016.

  2. Zhongliang LI, Rachid OUTBIB, Stefan GIURGEA, Daniel HISSEL, "Diagnosis for PEMFC Systems: A Data-Driven Approach With the Capabilities of Online Adaptation and Novel Fault Detection", IEEE Transactions on Industrial Electronics, vol. 62, no. 8, pp. 5164-5174, ISSN 0278-0046, Aug. 2015.

  3. Zhongliang LI, Rachid OUTBIB, Stefan GIURGEA, Daniel HISSEL, Yongdong LI, "Fault detection and isolation for Polymer Electrolyte Membrane Fuel Cell systems by analyzing cell voltage generated space", Applied Energy, vol. 148, pp. 260-272, ISSN 0306-2619, Jun. 2015.

  4. Zhongliang LI, Stefan GIURGEA, Rachid OUTBIB, Daniel HISSEL, "Online Diagnosis of PEMFC by Combining Support Vector Machine and Fluidic Model", Fuel Cells, vol. 14, pp. 448–456. ISSN 1615-6854, Jun. 2014.

  5. Zhongliang LI, Rachid OUTBIB, Daniel HISSEL, Stefan GIURGEA, "Data-driven diagnosis of PEM fuel cell: A comparative study", Control Engineering Practice, vol. 28, pp. 1-12, ISSN 0967-0661, Jul. 2014.

Conference papers

2020

  1. Jian ZUO, Catherine CADET, Zhongliang LI, Christophe BERENGUER, Rachid OUTBIB, Post-prognostics decision making for multi-stacks fuel cell system based on a load-dependent degradation model, Fifth European Conference of the Prognostics and Health Management Society 2020 .

  2. Meiling YUE, Zhongliang LI, Robin ROCHE, Samir JEMEI, Noureddine ZERHOUNI, A Feature-based Prognostics Strategy For PEM Fuel Cell Operated Under Dynamic Conditions, 2020 Prognostics and Health Management Conference (PHM 2020).

2019

  1. Majdi SAIDI, Seifeddine Ben Eighali, Zhongliang Li, Rachid Outbib, Tiery Le Roux and Emmanuel Cardone, "Optimal Sizing of Mobile Hybrid Off-Grid Multi-Sources Installation", In Proc. IECON 2019 - 45th Annual Conference of the IEEE Industrial Electronics Society, Lisbon, Portugal, 2019, pp. 2434-2439.

  2. Majdi SAIDI, Zhongliang LI, Seifeddine BENELEGHALI, Rachid OUTBIB, Optimal Sizing of hybrid grid-connected energy system with demand side scheduling, IECON 2019 - 45th Annual Conference of the IEEE Industrial Electronics Society, Lisbon, Portugal, 2019, pp. 2209-2214.

2018

  1. Zhongliang LI, Zheng ZHENG, Rachid OUTBIB, "A Prognostic Methodology for Power MOSFETs Under Thermal Stress Using Echo State Network and Particle Filter", In Proc. 29th European Symposium on Reliability of Electron Devices, Failure Physics and Analysis (ESREF) 2018.

  2. Majdi SAIDI, Zhongliang LI, Rachid OUTBIB, et al., "Realizing optimum design of a hybrid renewable energy system using multi-objective evolutionary algorithm, In Proc. Integrated Modeling and Analysis in Applied Control and Automation (IMAACA) 2018.

2017

  1. Zhongliang LI, Seifeddine BEN ELGHALI, Rachid OUTBIB, "Energy management for hybrid energy storage systems: a comparison of current tracking control methods", In Proc. 43rd Annual Conference of the IEEE Industrial Electronics Society (IECON) 2017.

  2. Zhongliang LI, Rachid OUTBIB, "PHM oriented behavior modeling for PEM fuel cell systems via Delayed Feedback Reservoir Computing Model", In Proc. Integrated Modeling and Analysis in Applied Control and Automation (IMAACA) 2017.

PhD & Postdoc

  1. Zhongliang LI, Samir JEMEI, Rafael Gouriveau, Daniel HISSEL, Noureddine Zerhouni, "Remaining useful life estimation for PEMFC in dynamic operating conditions", In Proc. Vehicular Power and Propulsion Conference (VPPC) 2016, pp. 1-6, Hangzhou, 2016.

  2. Zhongliang LI, Rachid OUTBIB, Stefan GIURGEA, Daniel HISSEL, Samir JEMEI, Alain GIRAUD, Sébastien ROSINI, Online implementation of SVM based fault diagnosis strategy for PEMFC systems, In Proc. 6th International Conference on Fundamentals and Developments of Fuel Cells, FDFC'2015, P048, Toulouse, Feb. 2015.

  3. Zhongliang LI, Stefan GIURGEA, Rachid OUTBIB, Daniel HISSEL, Fault diagnosis and novel fault type detection for PEMFC system based on Spherical-Shaped Multiple-class Support Vector Machine, In Proc. Advanced Intelligent Mechatronics (AIM) 2014, pp.1628-1633, Besançon, Jul. 2014.

  4. Zhongliang LI, Rachid OUTBIB, Daniel HISSEL, Stefan GIURGEA, Diagnosis of PEMFC by using data-driven parity space strategy, In Proc. European Control Conference (ECC) 2014, pp.1268-1273, Strasbourg, Jun. 2014.

  5. Zhongliqng LI, Stefan GIURGEA, Rachid OUTBIB, Daniel HISSEL, "Fault detection and isolation of PEMFC system: a classification approach", In Proc. International Discussion on Hydrogen Energy and Applications (IDHEA) 2014, P49, Nantes, 2014.

  6. Zhongliang LI, Rachid OUTBIB, Daniel HISSEL, Stefan GIURGEA, "Online diagnosis of PEMFC by analyzing individual cell voltages", In Proc. European Control Conference (ECC) 2013, pp. 2439-2444, Jul. 2013.

  7. Zhongliang LI, Stefan GIURGEA, Rachid OUTBIB, Daniel HISSEL, Online Diagnosis of PEMFC by Combining Support Vector Machine and Fluidic Model, In Proc. 6th International Conference on Fundamentals and Developments of Fuel Cells, FDFC'2013, P069, 2013.

  8. Zhongliang LI, Rachid OUTBIB, Stefan GIURGEA, Daniel HISSEL, "Diagnosis of PEMFC by using statistical analysis", In Proc. Integrated Modeling and Analysis in Applied Control and Automation (IMAACA) 2012, pp.191-198, Vienna, 2012.

  9. Zhongliang LI, Xudong SUN, Jianyun CHAI, "Proportional power sharing control for parallel-connected inverters", In Proc. Electric Utility Deregulation and Restructuring and Power Technologies (DRPT) 2011, pp.1647-1651, Qingdao, July 2011.

Patents

  1. Sebastien FAIVRE, Fréderic GUSTIN, Daniel HISSEL, Fabien HAHEL, Zhongliang LI, “Method and system for diagnosing the operating state of an electrochemical system in real-time, and electrochemical system incorporating this diagnostic system”, no. FR3067124A1; WO2018220115A1, 2018. (https://patents.google.com/patent/FR3067124A1/fr)

PhD thesis

Data-driven fault diagnosis for PEMFC systems. (Download Here)

Master thesis

Research on the control strategy of parallel-connected inverters in microgrid. (Download Here)