References
- W. R. W. Daud, R. E. Rosli, E. H. Majlan, S. A. A. Hamid, R. Mohamed, and T. Husaini, “PEM fuel cell system control: A review,” Renewable Energy, Vol. 113, pp. 620–638, 2017. doi: https://doi.org/10.1016/j.renene.2017.06.027
- H. Beirami, A. Z. Shabestari, and M. M. Zerafat, “Optimal PID plus fuzzy controller design for a PEM fuel cell air feed system using the self-adaptive differential evolution algorithm,” Int. J. Hydrogen Energy, Vol. 40, no. 30, pp. 9422–9434, 2015. doi: https://doi.org/10.1016/j.ijhydene.2015.05.114
- P. R. Pathapati, X. Xue, and J. Tang, “A new dynamic model for predicting transient phenomena in a PEM fuel cell system,” Renewable Energy, Vol. 30, no. 1, pp. 1–22, 2005. doi: https://doi.org/10.1016/j.renene.2004.05.001
- Z. Baroud, M. Benmiloud, A. Benalia, and C. Ocampo-Martinez, “Novel hybrid fuzzy-PID control scheme for air supply in PEM fuel-cell-based systems,” Int. J. Hydrogen Energy, Vol. 42, no. 15, pp. 10435–10447, 2017. doi: https://doi.org/10.1016/j.ijhydene.2017.01.014
- J. T. Pukrushpan, H. Peng, and A. G. Stefanopoulou, “Control-oriented modeling and analysis for automotive fuel cell systems,” J. Dyn. Syst. Meas. Contr., Vol. 126, no. 1, pp. 14–25, 2004. doi: https://doi.org/10.1115/1.1648308
- J. T. Pukrushpan, A. G. Stefanopoulou, and P. Huei. “Modeling and control for PEM fuel cell stack system,” in American Control Conference, Anchorage, 2002, pp. 3117–3122, Vol. 4.
- J. T. Pukrushpan, A. G. Stefanopoulou, and P. Huei, “Control of fuel cell breathing,” IEEE Control Syst., Vol. 24, no. 2, pp. 30–46, 2004. doi: https://doi.org/10.1109/MCS.2004.1275430
- M. Grujicic, K. M. Chittajallu, E. H. Law, and J. T. Pukrushpan, “Model-based control strategies in the dynamic interaction of air supply and fuel cell,” Proc. Inst. Mech. Eng A J Power Energy, Vol. 218, no. 7, pp. 487–499, 2004. doi: https://doi.org/10.1243/0957650042456999
- J. Han, S. Yu, and S. Yi, “Adaptive control for robust air flow management in an automotive fuel cell system,” Appl. Energy, Vol. 190, pp. 73–83, 2017. doi: https://doi.org/10.1016/j.apenergy.2016.12.115
- A. Niknezhadi, M. Allué-Fantova, C. Kunusch, and C. Ocampo-Martínez, “Design and implementation of LQR/LQG strategies for oxygen stoichiometry control in PEM fuel cells based systems,” J. Power Sources, Vol. 196, no. 9, pp. 4277–4282, 2011. doi: https://doi.org/10.1016/j.jpowsour.2010.11.059
- R. Talj, M. Hilairet, and R. Ortega. “Second order sliding mode control of the moto-compressor of a PEM fuel cell air feeding system, with experimental validation,” in 35th Annual Conference of IEEE Industrial Electronics, Porto, 2009, pp. 2790–2795.
- Y.-X. Wang, D.-J. Xuan, and Y.-B. Kim, “Design and experimental implementation of time delay control for air supply in a polymer electrolyte membrane fuel cell system,” Int. J. Hydrogen Energy, Vol. 38, no. 30, pp. 13381–13392, 2013. doi: https://doi.org/10.1016/j.ijhydene.2013.06.040
- J. K. Gruber, M. Doll, and C. Bordons, “Design and experimental validation of a constrained MPC for the air feed of a fuel cell,” Control. Eng. Pract., Vol. 17, no. 8, pp. 874–885, 2009. doi: https://doi.org/10.1016/j.conengprac.2009.02.006
- J. K. Gruber, C. Bordons, and A. Oliva, “Nonlinear MPC for the airflow in a PEM fuel cell using a Volterra series model,” Control. Eng. Pract., Vol. 20, no. 2, pp. 205–217, 2012. doi: https://doi.org/10.1016/j.conengprac.2011.10.014
- J. Liu, Y. Gao, X. Su, M. Wack, and L. Wu, “Disturbance-observer-based control for air management of PEM fuel cell systems via sliding mode technique,” IEEE Trans. Control Syst. Technol., Vol. 27, no. 3, pp. 1129–1138, 2019. doi: https://doi.org/10.1109/TCST.2018.2802467
- Y. Gao, J. Liu, L. Wensheng, and L. Wu. “A saturated sliding mode control scheme for PEM fuel cell power systems,” in IECON 2016 - 42nd Annual Conference of the IEEE Industrial Electronics Society, 2016, pp. 5461–5465.
- S. Laghrouche, J. Liu, F. S. Ahmed, M. Harmouche, and M. Wack, “Adaptive second-order sliding mode observer-based fault reconstruction for PEM fuel cell air-feed system,” IEEE Trans. Control Syst. Technol., Vol. 23, no. 3, pp. 1098–1109, 2015. doi: https://doi.org/10.1109/TCST.2014.2361869
- J. Liu, S. Laghrouche, and M. Wack. “Differential flatness-based observer design for a PEM fuel cell using adaptive-gain sliding mode differentiators,” in 2013 European Control Conference (ECC), 2013, pp. 2477–2482.
- V. M. Sanchez, R. Barbosa, L. G. Arriaga, and J. M. Ramirez, “Real time control of air feed system in a PEM fuel cell by means of an adaptive neural-network,” Int. J. Hydrogen Energy, Vol. 39, no. 29, pp. 16750–16762, 2014. doi: https://doi.org/10.1016/j.ijhydene.2014.05.153
- H. Deng, Q. Li, W. Chen, and G. Zhang, “High-order sliding mode observer based OER control for PEM fuel cell air-feed system,” IEEE Trans. Energy Convers., Vol. 33, no. 1, pp. 232–244, 2018. doi: https://doi.org/10.1109/TEC.2017.2742144
- H. Deng, Q. Li, Y. Cui, Y. Zhu, and W. Chen, “Nonlinear controller design based on cascade adaptive sliding mode control for PEM fuel cell air supply systems,” Int. J. Hydrogen Energy, 2018. doi:https://doi.org/10.1016/j.ijhydene.2018.10.180
- L. A. Zadeh, “Fuzzy sets,” Inf. Control, Vol. 8, no. 3, pp. 338–353, 1965. doi: https://doi.org/10.1016/S0019-9958(65)90241-X
- B. Rajani, and P. S. Raju, “PI and fuzzy logic controller based multi converter unified power quality coordinator,” Int. J. Eng. Adv. Technol., Vol. 1, no. 5, pp. 2249–8958, 2012.
- H. Abedinpourshotorban, S. Mariyam Shamsuddin, Z. Beheshti, and D. N. A. Jawawi, “Electromagnetic field optimization: A physics-inspired metaheuristic optimization algorithm,” Swarm. Evol. Comput., Vol. 26, pp. 8–22, 2016. doi: https://doi.org/10.1016/j.swevo.2015.07.002
- J. T. Pukrushpan. Modeling and control of fuel cell systems and fuel processors. University of Michigan Ann Ar bor, Michigan, USA, 2003.
- K. W. Suh. “Modeling, analysis and control of fuel cell hybrid power systems,” Department of Mechanical Engineering, The University of Michigan. 36, 2006, pp. 37–85.
- R. J. Talj, D. Hissel, R. Ortega, M. Becherif, and M. Hilairet, “Experimental validation of a PEM fuel-cell reduced-order model and a moto-compressor higher order sliding-mode control,” IEEE Trans. Ind. Electron., Vol. 57, no. 6, pp. 1906–1913, 2010. doi: https://doi.org/10.1109/TIE.2009.2029588
- J. K. Gruber, C. Bordons, and F. Dorado. “Nonlinear control of the air feed of a fuel cell,” in American Control Conference, Seattle, 2008, pp. 1121–1126.
- R. Talj, R. Ortega, and M. Hilairet, “A controller tuning methodology for the air supply system of a PEM fuel-cell system with guaranteed stability properties,” Int. J. Control, Vol. 82, no. 9, pp. 1706–1719, 2009. doi: https://doi.org/10.1080/00207170802713992
- J. Liu, Y. Gao, S. Geng, and L. Wu, “Nonlinear control of variable speed wind turbines via fuzzy techniques,” IEEE. Access., Vol. 5, pp. 27–34, 2017. doi: https://doi.org/10.1109/ACCESS.2016.2599542
- J. Liu, C. Wu, Z. Wang, and L. Wu, “Reliable filter design for sensor networks using type-2 fuzzy framework,” IEEE Trans. Ind. Inf., Vol. 13, no. 4, pp. 1742–1752, 2017. doi: https://doi.org/10.1109/TII.2017.2654323
- B. K. Sahu, S. Pati, P. K. Mohanty, and S. Panda, “Teaching–learning based optimization algorithm based fuzzy-PID controller for automatic generation control of multi-area power system,” Appl. Soft. Comput., Vol. 27, pp. 240–249, 2015. doi: https://doi.org/10.1016/j.asoc.2014.11.027
- M. S. A. Omar, T. Y. Khedr, and B. A. A. Zalam. “Particle swarm optimization of fuzzy supervisory controller for nonlinear position control system,” in 8th International Conference on Computer Engineering & Systems (ICCES), Cairo, 2013, pp. 138–145.