Prediction of pressure drop from multivariate polynomial regression for membrane-based air-to-air energy recovery ventilator cores

References

• Armatis, P. D., and B. M. Fronk. 2017. Evaluation of governing heat and mass transfer resistance in membrane-based energy recovery ventilators with internal support structures. Science and Technology for the Built Environment 23 (6):912–22. doi:10.1080/23744731.2017.1325705.
   Web of Science ®Google Scholar
• Bearg, D. W. 1993. Indoor air quality and HVAC systems. Florida: Lewis Publishers.
   Google Scholar
• Busto, J. B., C. M. Gómez, A. Z. Ros, E. Baquero, and R. Mirand. 2017. Performance simulation of heat recovery ventilator cores in cascade connection. Energy and Buildings 134:25–36.
   Web of Science ®Google Scholar
• Cho, M., S. Oh, and Y. Ahn. 2017. Heat transfer and sterilization characteristics of an ERV element made of Hwang-to paper. Journal of the Korean Society for Power System Engineering 21 (1):50–6.
   Google Scholar
• Connor, D., J. Kaiser, S. Calautit, and B. R. Hughes. 2016. A review of heat recovery technology for passive ventilation applications. Renewable and Sustainable Energy Reviews 54:1481–93.
   Web of Science ®Google Scholar
• Cui, C., X. Zhang, W. Cai, and G. Jing. 2018. A novel online air balancing method for the ventilation duct system via distributed cooperative control. Building and Environment 146:177–89.
   Web of Science ®Google Scholar
• Daisey, J. M., W. J. Angell, and M. G. Apte. 2003. Indoor air quality, ventilation and health symptoms in schools: An analysis of existing information. Indoor air 13 (1):53–64.
   PubMed Web of Science ®Google Scholar
• Drost, M. K. 1993. Air-to-air heat exchanger performance. Energy and Buildings 19:215–20.
   Web of Science ®Google Scholar
• Engarnevis, A., R. Huizing, S. Green, and S. Rogak. 2018. Heat and mass transfer modeling in enthalpy exchangers using asymmetric composite membranes. Journal of Membrane Science 556:248–62.
   Web of Science ®Google Scholar
• Farrance, I., and R. Frenkel. 2012. Uncertainty of measurement: A review of the rules for calculating uncertainty components through functional relationships. The Clinical Biochemist. Reviews 33 (2):49–75.
   PubMedGoogle Scholar
• Fisk, W., and I. Turiel. 1983. Residential air-to-air heat exchangers: Performance energy savings, and economics. Energy & Buildings 5 (3):197–211.
   Web of Science ®Google Scholar
• Gao, H., Z. Li, S. Qiu, B. Yang, S. Li, and Y. Wen. 2021. Energy exchange efficiency prediction from non-linear regression for membrane-based energy-recovery ventilator cores. Applied Thermal Engineering 197:117353.
   Web of Science ®Google Scholar
• Huizing, R., H. Chen, and F. Wong. 2015. Contaminant transport in membrane based energy recovery ventilators. Science and Technology for the Built Environment 21 (1):54–66.
   Web of Science ®Google Scholar
• Jan, K., P. Curtiss, and A. Rabl. 2002. Heating and cooling of buildings: Design for efficiency. New York: McGraw-Hill.
   Google Scholar
• Kalbasi, R., B. Ruhani, and S. Rostami. 2019. Energetic analysis of an air handling unit combined with enthalpy air‑to‑air heat exchanger. Journal of Thermal Analysis and Calorimetry 139 (2):1–10.
   Google Scholar
• Ke, Z., and K. Yanming. 2009. Applicability of air-to-air heat recovery ventilators in China. Applied Thermal Engineering 29 (5–6):830–40.
   Web of Science ®Google Scholar
• Kim, C. H., and N. Kim. 2018. An experimental study on heat and mass transfer in diagonal flow enthalpy exchangers. Korean Journal of Air-Conditioning and Refrigeration Engineering 30 (6):258–65.
   Google Scholar
• Kim, N. 2016. Performance comparison between indirect evaporative cooler and regenerative evaporative cooler made of plastic/paper. Journal of the Korea Academia-Industrial Cooperation Society 17 (1):88–98.
   Google Scholar
• Kwak, K., and C. Bai. 2009. A study on performance improvement of corrugated type total heat exchanger considering the structure of flow passage on surface. Journal of Mechanical Science and Technology 23:1528–35.
   Web of Science ®Google Scholar
• Kwak, K., C. Bai, J. Kim, and E. Chu. 2007. A study on improvement of performance for perforated type total HEX element. Korean Journal of Air-Conditioning and Refrigeration Engineering 19 (7):529–36.
   Google Scholar
• Lee, E., J. Lee, H. Sim, and N. Kim. 2012. Modeling and verification of heat and moisture transfer in an enthalpy exchanger made of paper membrane. International Journal of Air-Conditioning and Refrigeration 20 (3):1–13.
   Google Scholar
• Lekshminarayanan, G., M. Croal, and J. Maisonneuve. 2020. Recovering latent and sensible energy from building exhaust with membrane-based energy recovery ventilation. Science and Technology for the Built Environment 26 (7):1000–12. doi:10.1080/23744731.2020.1761712.
   Web of Science ®Google Scholar
• Lim, T., B. Jeon, J. Kim, S. Jung, S. Lee, and Y. Ahn. 2012. A study on performance change of total heat exchanger according to material change of spacer. The Korean Journal of Air-Conditioning and Refrigeration Engineering 24 (3):224–9.
   Google Scholar
• Mansur, F. Z., N. A. Keling, J. H. Ang, A. Salehabadi, S. Riffat, Y. Yusup, and M. I. Ahmad. 2021. Thermal performance of a fixed-plate air-to-air energy recovery system for building application in hot and humid environment. International Journal of Energy Research 45 (6):8900–18.
   Web of Science ®Google Scholar
• Masitah, A., M. I. Ahmad, and Y. M. Yatim. 2015. Heat transfer and effectiveness analysis of a cross-flow heat exchanger for potential energy recovery applications in hot-humid climate. Energy Research Journal 6 (1):7–14.
   Google Scholar
• Min, J., and J. Duan. 2016. Comparison of various methods for evaluating the membrane-type total heat exchanger performance. International Journal of Heat and Mass Transfer 100:758–66.
   Web of Science ®Google Scholar
• Min, J., and M. Su. 2010. Performance analysis of a membrane-based energy recovery ventilator Effects of membrane spacing and thickness on the ventilator performance. Applied Thermal Engineering 30 (8–9):991–7.
   Web of Science ®Google Scholar
• Papakostas, K. T., and G. C. Kiosis. 2015. Heat recovery in an air-conditioning system with air-to-air heat exchanger. International Journal of Sustainable Energy 34 (3–4):221–31. doi:10.1080/14786451.2013.879139.
   Web of Science ®Google Scholar
• Qiu, S., S. Li, F. Wang, Y. Wen, Z. Li, Z. Li, and J. Guo. 2019. An energy exchange efficiency prediction approach based on multivariate polynomial regression for membrane-based air-to-air energy recovery ventilator core. Building and Environment 149:490–500.
   Web of Science ®Google Scholar
• Siegele, D. 2019. Measurement data of an air-to-air membrane enthalpy and a heat exchanger. Data Brief 26:104453.
   PubMed Web of Science ®Google Scholar
• Siegele, D., and F. Ochs. 2019. Effectiveness of a membrane enthalpy heat exchanger. Applied Thermal Engineering 160:114005.
   Web of Science ®Google Scholar
• Souifi, H., Y. Bouslimani, M. Ghribi, and S. Colin. 2021. Experimental investigation and modeling of a dual-core air-to-air exchanger. Energy and Buildings 231:110600.
   Web of Science ®Google Scholar
• Souifi, H., Y. Bouslimani, M. Ghribi, and S. Colin. 2021. Modeling of an air-to-air exchanger with dual-core in cascade connection. MethodsX 8:101253.
   PubMed Web of Science ®Google Scholar
• Swiercz, Z. E. A. 2021. Review of heat recovery in ventilation. Energies 14:1759.
   Web of Science ®Google Scholar
• Waked, R. A., M. S. Nasif, G. Morrison, and M. Behnia. 2013. CFD simulation of air to air enthalpy heat exchanger. Energy Conversion and Management 74:377–85.
   Web of Science ®Google Scholar
• Waked, R. A., M. S. Nasif, G. Morrison, and M. Behnia. 2015. CFD simulation of air to air enthalpy heat exchanger: Variable membrane moisture resistance. Applied Thermal Engineering 84:301–9.
   Web of Science ®Google Scholar
• Xiana, Z., X. Tang, and H. Mo. 2018. CFD simulation different inner structure of air heat exchanger. In IOP Conference Series: Earth and Environmental Science. Vol. 199: 052032.
   Google Scholar
• Zhang, C., J. Xu, T. Ge, Y. Dai, and R. Wang. 2017. A study on enthalpy exchanger with modified functional layers based on chloride. Science and Technology for the Built Environment 23:72–80.
   Web of Science ®Google Scholar
• Zhang, L. 2012. Progress on heat and moisture recovery with membranes: From fundamentals to engineering applications. Energy Conversion and Management 63:173–95.
   Web of Science ®Google Scholar
• Zhang, L. 2016. A reliability-based optimization of membrane-type total heat exchangers under uncertain design parameters. Energy 101:390–401.
   Web of Science ®Google Scholar
• Zhang, Y., Y. Jiang, L. Zhang, Y. Deng, and Z. Jin. 2000. Analysis of thermal performance and energy savings of membrane based heat recovery ventilator. Energy 25 (6):515–27.
   Web of Science ®Google Scholar