Performance evaluation of a hybrid heating system combined a groundwater source heat pump with an existing fuel oil heater for a horticultural greenhouse

References

• Agency of Natural Resources and Energy. 2014. Trends in oil and natural gas policy (in Japanese).https://www.meti.gojp/shingikai/enecho/shigennenryo/pdf/0110201pdf
   Google Scholar
• Ahamed, M. S., H. Guo, and K. Tanino. 2019. Energy saving techniques for reducing the heating cost of conventional greenhouses. Biosystems Engineering 178:9–33. doi:10.1016/j.biosystemseng.2018.10.017.
   Web of Science ®Google Scholar
• Banaeian, N., M. Omid, and H. Ahmadi. 2011. Energy and economic analysis of greenhouse strawberry production in Tehran province of Iran. Energy Conversion and Management 52 (2):1020–25. doi:10.1016/j.enconman.2010.08.030.
   Web of Science ®Google Scholar
• Benli, H. 2011. Energetic performance analysis of a ground-source heat pump system with latent heat storage for a greenhouse heating. Energy Conversion and Management 52 (1):581–89. doi:10.1016/j.enconman.2010.07.033.
   Web of Science ®Google Scholar
• Benli, H., and A. Durmus. 2009. Evaluation of ground-source heat pump combined latent heat storage system performance in greenhouse heating. Energy and Buildings 41 (2):220–28. doi:10.1016/j.enbuild.2008.09.004.
   Web of Science ®Google Scholar
• Bisbis, M. B., N. Gruda, and M. Blanke. 2018. Potential impacts of climate change on vegetable production and product quality – A review. Journal of Cleaner Production 170:1602–20. doi:10.1016/j.jclepro.2017.09.224.
   Web of Science ®Google Scholar
• Casasso, A., and R. Sethi. 2019. Assessment and minimization of potential environmental impacts of ground source heat pump (GSHP) systems. Water 11 (8):1573. doi:10.3390/w11081573.
   Web of Science ®Google Scholar
• Chai, L., C. Ma, and J. Ni. 2012. Performance evaluation of ground source heat pump system for greenhouse heating in northern China. Biosystems Engineering 111 (1):107–17. doi:10.1016/j.biosystemseng.2011.11.002.
   Web of Science ®Google Scholar
• Chen, S., Y. Ren, D. Friedrich, Z. Yu, and J. Yu. 2020. Sensitivity analysis to reduce duplicated features in ANN training for district heat demand prediction. Energy and AI 2:100028. doi:10.1016/j.egyai.2020.100028.
   Google Scholar
• D’Arpa, S., G. Colangelo, G. Starace, I. Petrosillo, D. E. Bruno, V. Uricchio, and G. Zurlini. 2016. Heating requirements in greenhouse farming in southern Italy: Evaluation of ground-source heat pump utilization compared to traditional heating systems. Energy Efficiency 9 (5):1065–85. doi:10.1007/s12053-015-9410-y.
   Web of Science ®Google Scholar
• Emmi, G., A Zarrella, and M De Carli. 2017. A heat pump coupled with photovoltaic thermal hybrid solar collectors: A case study of a multi-source energy system. Energy Conversion and Management 151:386–99. . doi:10.1016/j.enconman.2017.08.077.
   Web of Science ®Google Scholar
• Emmi, G., A. Zarrella, M. De Carli, and A. Galgaro. 2015. An analysis of solar assisted ground source heat pumps in cold climates. Energy Conversion and Management 106:660–75. doi:10.1016/j.enconman.2015.10.016.
   Web of Science ®Google Scholar
• Emmi, G., S. Bordignon, A. Zarrella, and M. De Carli. 2020. A dynamic analysis of a SAGSHP system coupled to solar thermal collectors and photovoltaic-thermal panels under different climate conditions. Energy Conversion and Management 213:112851. doi:10.1016/j.enconman.2020.112851.
   Web of Science ®Google Scholar
• Esen, M., and T. Yuksel. 2013. Experimental evaluation of using various renewable energy sources for heating a greenhouse. Energy and Buildings 65:340–51. doi:10.1016/j.enbuild.2013.06.018.
   Web of Science ®Google Scholar
• Fabrizio, E. 2012. Energy reduction measures in agricultural greenhouses heating: Envelope, systems and solar energy collection. Energy and Buildings 53:57–63. doi:10.1016/j.enbuild.2012.07.003.
   Web of Science ®Google Scholar
• Ghosal, M. K., and G. N. Tiwari. 2006. Modeling and parametric studies for thermal performance of an earth to air heat exchanger integrated with a greenhouse. Energy Conversion and Management . 47 (13–14):1779–98. doi:10.1016/j.enconman.2005.10.001.
   Web of Science ®Google Scholar
• Graamans, L., E. Baeza, A. van Den Dobbelsteen, I. Tsafaras, and C. Stanghellini. 2018. Plant factories versus greenhouses: Comparison of resource use efficiency. Agricultural Systems 160:31–43. doi:10.1016/j.agsy.2017.11.003.
   Web of Science ®Google Scholar
• Hepbasli, A. 2008. A key review on exergetic analysis and assessment of renewable energy resources for a sustainable future. Renewable and Sustainable Energy Reviews 12 (3):593–661. doi:10.1016/j.rser.2006.10.001.
   Web of Science ®Google Scholar
• Hepbasli, A. 2010. A review on energetic, exergetic and exergoeconomic aspects of geothermal district heating systems (GDHSs). Energy Conversion and Management 51 (10):2041–61. doi:10.1016/j.enconman.2010.02.038.
   Web of Science ®Google Scholar
• Hepbasli, A. 2011. A comparative investigation of various greenhouse heating options using exergy analysis method. Applied Energy 88 (12):4411–23. doi:10.1016/j.apenergy.2011.05.022.
   Web of Science ®Google Scholar
• Iba, C., S. Takano, and S. Hokoi. 2018. An experiment on heat recovery performance improvements in well-water heat-pump systems for a traditional Japanese house. Energies 11 (5):1023. doi:10.3390/en11051023.
   Web of Science ®Google Scholar
• Jeon, J. G., D. G. Lee, Y. Paek, and H. G. Kim. 2015. Study on heating performance of hybrid heat pump system using geothermal source and solar heat for protected horticulture. Journal of the Korean Solar Energy Society 35 (5):49–56. doi:10.7836/kses.2015.35.5.049.
   Google Scholar
• Jiang, Y., X. Wang, M. Li, and Q. Gao. 2019. Investigations on heat flow characteristics of the aquifer for groundwater heat pump (GWHP) composed of different well types. International Journal of Green Energy 16 (12):857–66. doi:10.1080/15435075.2019.1641106.
   Web of Science ®Google Scholar
• Li, H., K. Nagano, Y. Lai, K. Shibata, and H. Fujii. 2013. Evaluating the performance of a large borehole ground source heat pump for greenhouses in northern Japan. Energy 63:387–99. doi:10.1016/j.energy.2013.09.009.
   Web of Science ®Google Scholar
• Luo, J., W. Xue, and H. Shao. 2020. Thermo-economic comparison of coal-fired boiler-based and groundwater-heat-pump based heating and cooling solution – A case study on a greenhouse in Hubei, China. Energy and Buildings 223:110214. doi:10.1016/j.enbuild.2020.110214.
   Web of Science ®Google Scholar
• Ma, W., S. Fang, and G Liu. 2017. Hybrid optimization method and seasonal operation strategy for distributed energy system integrating CCHP, photovoltaic and ground source heat pump. Energy 141:1439–55. . doi:10.1016/j.energy.2017.11.081.
   Web of Science ®Google Scholar
• Mehrpooya, M., H. Hemmatabady, and M. H. Ahmadi. 2015. Optimization of performance of combined solar collector-geothermal heat pump systems to supply thermal load needed for heating greenhouses. Energy Conversion and Management 97:382–92. doi:10.1016/j.enconman.2015.03.073.
   Web of Science ®Google Scholar
• Midilli, A., I. Dincer, and M. A. Rosen. 2007. The role and future benefits of green energy. International Journal of Green Energy 4 (1):65–87. doi:10.1080/15435070601015494.
   Web of Science ®Google Scholar
• Ministry of Agriculture, Forestry and Fisheries. 2017. Current status of flowers and plants in Japan. https://www.maff.gojp/e/policies/agri/attach/pdf/index-10pdf [ accessed: 07.02. 2020].
   Google Scholar
• Ministry of the Environment. 2017. Green Bond Guidelines 2017. https://www.env.go.Jp/en/policy/economy/gb/en_greenbond_guideline2017pdf [ accessed: 03.01. 2020].
   Google Scholar
• Mohanraj, M., S. Jayaraj, and C. Muraleedharan. 2008. Modeling of a direct expansion solar assisted heat pump using artificial neural networks. International Journal of Green Energy 5 (6):520–32. doi:10.1080/15435070802498499.
   Web of Science ®Google Scholar
• Mukai, K.2007. Crude oil conversion of energy use of energy saving method (in Japanese). https://www.Smartenergy.Jp/jiu/AMR0709pdf [ accessed: 03.01. 2020].
   Google Scholar
• Nagasaki Prefecture. 2013. Cost reduction strategy by agricultural product of nagasaki prefecture, revised edition (in Japanese). https://www.pref.nagasaki.jp/bunrui/shigoto-sangyo/nogyo/cost-syukugen/cost-syukugen-cost-syukugen-nogyo/
   Google Scholar
• NPO Highland Kanto Liaison Organization. 2018. Empirical researches in geothermal utilization system using effectively shallow groundwater (in Japanese). NPO Highland Kanto Liaison Organization, Kiryu, Japan.
   Google Scholar
• Oikawa, H. 2007. Promotion of energy saving in horticulture and other measures to cope with global warming (in Japanese). Facilities and Horticulture 138:4–12.
   Google Scholar
• Omid, M., F. Ghojabeige, M. Delshad, and H. Ahmadi. 2011. Energy use pattern and benchmarking of selected greenhouses in Iran using data envelopment analysis. Energy Conversion and Management . 52 (1):153–62. doi:10.1016/j.enconman.2010.06.054.
   Web of Science ®Google Scholar
• Ozgener, O., and A. Hepbasli. 2005. Performance analysis of a solar-assisted ground-source heat pump system for greenhouse heating: An experimental study. Building and Environment . 40 (8):1040–50. doi:10.1016/j.buildenv.2004.08.030.
   Web of Science ®Google Scholar
• Ravindran, A. C., and S. L. Kokjohn. 2021. Combining machine learning with 3D-CFD modeling for optimizing a DISI engine performance during cold-start. Energy and AI 5:100072. doi:10.1016/j.egyai.2021.100072.
   Google Scholar
• Rouphael, Y., M. Cardarelli, A. Bassal, C. Leonardi, F. Giuffrida, and G. Colla. 2012. Vegetable quality as affected by genetic, agronomic and environmental factors. Food, Agriculture & Environment 10 (3&4):680–88.
   Google Scholar
• Rouphael, Y., M. C. Kyriacou, S. A. Petropoulos, S. De Pascale, and G. Colla. 2018. Improving vegetable quality in controlled environments. Scientia Horticulturae 234:275–89. doi:10.1016/j.scienta.2018.02.033.
   Web of Science ®Google Scholar
• Russo, G., A. S. Anifantis, G. Verdiani, and G. S. Mugnozza. 2014. Environmental analysis of geothermal heat pump and LPG greenhouse heating systems. Biosystems Engineering 127:11–23. doi:10.1016/j.biosystemseng.2014.08.002.
   Web of Science ®Google Scholar
• Seo, Y, and U.-J Seo. 2021. Ground source heat pump (GSHP) systems for horticulture greenhouses adjacent to highway interchanges: A case study in South Korea. Renewable and Sustainable Energy Reviews 135:110194. . doi:10.1016/j.rser.2020.110194.
   Web of Science ®Google Scholar
• Sethi, V. P., K. Sumathy, C. Lee, and D. S. Pal. 2013. Thermal modeling aspects of solar greenhouse microclimate control: A review on heating technologies. Solar Energy 96:56–82. doi:10.1016/j.solener.2013.06.034.
   Web of Science ®Google Scholar
• Sethi, V. P., and S. K. Sharma. 2008. Survey and evaluation of heating technologies for worldwide agricultural greenhouse applications. Solar Energy 82 (9):832–59. doi:10.1016/j.solener.2008.02.010.
   Web of Science ®Google Scholar
• Soltani, M., F. Moradi Kashkooli, A. R. Dehghani-Sanij, A. Nokhosteen, A. Ahmadi-Joughi, K. Gharali, S. B. Mahbaz, and M. B. Dusseautl. 2019. A comprehensive review of geothermal energy evolution and development. International Journal of Green Energy 16 (13):971–1009. doi:10.1080/15435075.2019.1650047.
   Web of Science ®Google Scholar
• Tokyo Electric Power Co., Ltd. 2015. CO2 emissions, emissions intensity, and electricity sales (in Japanese). https://www.tepco.co.jp/corporateinfo/illustrated/environment/emissions-co2-jhtml [ accessed: 03.01. 2020].
   Google Scholar
• Wei, X., C. Zhou, N. Cao, B. Sheng, S. Chen, and S. Lu. 2012. Evolution of structure and performance of Chinese solar greenhouse. Jiangsu Journal of Agricultural Sciences 28 (4):855–60. doi:10.3969/j.1000-4440.2012.04.031.
   Google Scholar
• Xu, L., L. Pu, S. Zhang, and Y. Li. 2021. Hybrid ground source heat pump system for overcoming soil thermal imbalance: A review. Sustainable Energy Technologies and Assessments 44:101098. doi:10.1016/j.seta.2021.101098.
   Web of Science ®Google Scholar
• Yildirim, N., and L. Bilir. 2017. Evaluation of a hybrid system for a nearly zero energy greenhouse. Energy Conversion and Management 148:1278–90. doi:10.1016/j.enconman.2017.06.068.
   Web of Science ®Google Scholar
• Yin, P., M. Pate, and F. Battaglia. 2019. In-field performance evaluation and economic analysis of residential ground source heat pumps in heating operation. Journal of Building Engineering 26:100932. doi:10.1016/j.jobe.2019.100932.
   Web of Science ®Google Scholar
• You, T., B. Wang, W. Wu, W. Shi, and X. Li. 2015. Performance analysis of hybrid ground-coupled heat pump system with multi-functions. Energy Conversion and Management 92:47–59. doi:10.1016/j.enconman.2014.12.036.
   Web of Science ®Google Scholar
• Zhou, C., and G. Feng. 2000. Considerations on the modernization of China facility horticulture from imported greenhouses. Journal of Shenyang Agricultural University 31 (1):23–25. doi:10.3969/j.1000-1700.2000.01.006.
   Google Scholar