[1] Huizing, R., 2007. Design and membrane selection for gas to gas humidifiers for fuel cell applications, University of Waterloo.
[2] Najmi, A. H., et al., 2021. Experimental investigation and optimization of proton exchange membrane fuel cell using different flow fields. Energy, 217, p. 119313.
[3] Chen, D., and Peng, H., 2005. A thermodynamic model of membrane humidifiers for PEM fuel cell humidification control. Journal of Dynamic Systems, Measurement, Control, 127, pp.424-432.
[4] Ahmaditaba, A. H., Afshari, E., and Asghari, S., 2018. An experimental study on the bubble humidification method of polymer electrolyte membrane fuel cells. Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 40(12), pp. 1508-1519.
[5] Chen, D., and Peng, H., 2008. Nonminimum-Phase Phenomenon of PEM Fuel Cell Membrane Humidifiers. Journal of Dynamic Systems, Measurement, and Control, 130, pp. 044501-044510.
[6] Park, S., and Oh, I., 2009. An analytical model of Nafion TM membrane humidifier for proton exchange membrane fuel cells. Journal of Power Sources, 188, pp. 498–501.
[7] Kang, S., Min, K., and Yu, S., 2010. Two dimensional dynamic modeling of a shell-and-tube water-to-gas membrane humidifier for proton exchange membrane fuel cell. International Journal of Hydrogen Energy, 35, pp. 1727–1741.
[8] Yu, S., Im, S., Kim, S., Hwang, J., Lee, Y., Kang, S., et al., 2011. A parametric study of the performance of a planar membrane humidifier with a heat and mass exchanger model for design optimization. International Journal of Heat and Mass Transfer, 54, pp. 1344–1351.
[9] Ramya, K., Sreenivas, J., Dhathathreyan, KS., 2011. Study of a porous membrane humidification method in polymer electrolyte fuel cells. International Journal Hydrogen Energy, 36, pp. 14866–72.
[10] Afshari, E. and Baharlou Houreh, N., 2014. Performance analysis of a membrane humidifier containing porous metal foam as flow distributor in a PEM fuel cell system. Energy Conversion and Management, 88, pp. 612–621.
[11] Ahluwalia, R.K., Wang, X., Johnson, W.B, Ber, F.G. and Kadylak, D., 2015. Performance of a cross-flow humidifier with a high flux water vapor transport membrane. Journal of Power Sources, 291, pp. 225–238.
[12] Cave, P., and Mérida W., 2008. Water flux in membrane fuel cell humidifiers: Flow rate and channel location effects. Journal of Power Sources, 175, pp. 408–418.
[13] Pandey, R., and . Lele, A, 2018. Modelling of water-to-gas hollow fiber membrane humidifier, Chemical Engineering Science, 192, pp. 955-971.
[14] Chen, C.Y., Yan, W.M., Lai, C.N., and Su, J.H., 2017. Heat and mass transfer of a planar membrane humidifier for proton exchange membrane fuel cell. International Journal of Heat and Mass Transfer, 109, pp. 601-608.
[15] Wang, Y., et al., 2023. Deep-learning accelerating topology optimization of three-dimensional coolant channels for flow and heat transfer in a proton exchange membrane fuel cell. Applied Energy, 352, p. 121889
[16] Yan, W.M., Chen, C .Y, Jhang, Y .K., Chang, Y.H., Amani, P., and Amani M., 2018. Performance evaluation of a multi-stage plate-type membrane humidifier for proton exchange membrane fuel cell. Energy conversion and management, 176, pp. 123-130.
[17] Pang, Y., Wang, Y., 2023. Water spatial distribution in polymer electrolyte membrane fuel cell: Convolutional neural network analysis of neutron radiography. Energy and AI, 14, p. 100265
[18] Gurau, V., Liu, H., and Kakac, S., 1998. Two-dimensional model for proton exchange membrane fuel cells. J. AIChe, 44, pp. 2410-2422.
[19] Houreh, N.B., Ghaedamini, M., Shokouhmand, H., Afshari, E., and Ahmaditaba, A.H., 2020. Experimental study on performance of membrane humidifiers with different configurations and operating conditions for PEM fuel cells. International Journal of Hydrogen Energy, 45(8), pp. 4841-4859
[20] Wang, Z., et al., 2020. Prediction of effective diffusivity of porous media using deep learning method based on sample structure information self-amplification. Energy and AI, 2, p. 100035.
[21] Wang, Z., et al., 2023. Application progress of small-scale proton exchange membrane fuel cell, Energy Reviews, 2, p. 100017.
[22] Masaeli, N., Afshari, E., Baniasadi, E., and Baharlou-Houreh, N., 2023. Performance studies of a membrane-based water and heat exchanger using serpentine flow channels for polymer electrolyte membrane fuel cell application. Applied Thermal Engineering, 222, p. 119950.
[23] Shamsizadeh, P., and Afshari E., 2022. Numerical modeling of a membrane humidifier for mechanical ventilation. International Communications in Heat and Mass Transfer, 132, pp. 105931.
[24] Hwang, JJ., Chang, WR, Kao, JK., Wu, W., 2012. Expemental study on performance of a planar membrane humidifier for a proton exchange membrane fuel cell stack. Journal of Power Sources, 215, pp. 69–76.