|
|
||||||||||||
|
Abstract This paper focuses on providing an empirical model construction methodology based on Piecewise Cubic Hermite Interpolation Polynomials (PCHIP). The proposed methodology is suitable for modelling systems with high non-linearity between system parameters, process variables and/or operation variables. A detailed description of the 4D interpolation methodology is given and a practical application for a fuel cell (FC) blower black-box model obtaining is shown. The results of the algorithm-based model are compared to datasheet specifications to validate the FC blower model. The validation shows a good precision in the operation limits estimation. Additionally, some FC-related applications suitable for the obtained blower model utilization are described. Key words: Piecewise Cubic Hermite Interpolation Polynomials (PCHIP), Modelling, Fuel Cells (FC), Blower.
References [1] N. Sazali, W. N. Wan Salleh, A. S. Jamaludin, y M. N. Mhd Razali, «New Perspectives on Fuel Cell Technology: A Brief Review», Membranes, vol. 10, n.o 5, p. 99, may 2020, doi: 10.3390/membranes10050099. [2] Z. Li, Z. Zheng, L. Xu, y X. Lu, «A review of the applications of fuel cells in microgrids: opportunities and challenges», BMC Energy, vol. 1, n.o 1, p. 8, dic. 2019, doi: 10.1186/s42500-019-0008-3. [3] C.-Y. Wang, «Fundamental Models for Fuel Cell Engineering», Chem. Rev., vol. 104, n.o 10, pp. 4727-4766, oct. 2004, doi: 10.1021/cr020718s. [4] F. J. Asensio, J. I. San Martín, I. Zamora, G. Saldaña, y O. Oñederra, «Analysis of electrochemical and thermal models and modeling techniques for polymer electrolyte membrane fuel cells», Renew. Sustain. Energy Rev., vol. 113, p. 109283, oct. 2019, doi: 10.1016/j.rser.2019.109283. [5] J. Wishart, Z. Dong, y M. Secanell, «Optimization of a PEM fuel cell system based on empirical data and a generalized electrochemical semi-empirical model», J. Power Sources, vol. 161, n.o 2, pp. 1041-1055, oct. 2006, doi: 10.1016/j.jpowsour.2006.05.056. [6] S. Ou y L. Achenie, «A hybrid neural network model for PEM fuel cells», J. Power Sources, vol. 140, n.o 2, pp. 319-330, feb. 2005, doi: 10.1016/j.jpowsour.2004.08.047. [7] S. D. Conte y C. de Boor, Elementary Numerical Analysis: An Algorithmic Approach., 2.a ed. McGraw-Hill. [8] F. N. Fritsch y R. E. Carlson, «Monotone Piecewise Cubic Interpolation», SIAM J. Numer. Anal., vol. 17, n.o 2, pp. 238-246, 1980. [9] E. Vairex, «VRB6-25 PERFORMANCE DATA»:. [10] Li Xiong, Zechang Sun, y Xuezhe Wei, «Modeling and control simulation for fuel cell air supply system», en 2008 IEEE Vehicle Power and Propulsion Conference, Harbin, Hei Longjiang, China: IEEE, sep. 2008, pp. 1-4. doi: 10.1109/VPPC.2008.4677460. |
||||||||||||
![]() |
||||||||||||
![]() |
||||||||||||
|
||||||||||||