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Multi-objective optimisation of a seasonal solar thermal energy storage system for space heating in cold climate

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  • Shah, Sheikh Khaleduzzaman
  • Aye, Lu
  • Rismanchi, Behzad

Abstract

Seasonal solar thermal energy storage (SSTES) system is a promising technology to minimise greenhouse gas emissions (GHGE) by harnessing solar energy for space heating applications. The SSTES system in this study includes double U-tube borehole heat exchanger, ground-coupled heat pump and evacuated tube solar collectors. The aim of this investigation is to optimise the design variables of a SSTES system for space heating in cold climate locations. Six cold climate locations were studied namely: Lukla (Nepal), Dras (India), Sivas (Turkey), Harbin (China), Ulaanbaatar (Mongolia), and Verkhoyansk (Russia). The optimisation variables considered are the total solar collector area and total borehole length. There are three separate optimisation investigations: two single-objective and one multi-objective for the SSTES system. The first investigation is to minimise total life cycle greenhouse gas emissions and the second investigation is to minimise total life cycle cost included cost of GHGE. The third investigation is to minimise both life cycle cost of SSTES system and cost of GHGE (multi objectives). The simulation model was developed using TRNSYS 17 and the Multi-Objective Building Optimisation (MOBO) tool was applied for optimisations. The optimal set of design variables and the corresponding value of the objective function were determined for each single-objective optimisation investigation. Pareto front for each location was also identified for the multi-objective optimisation investigation. The technical and financial performance were also analysed and presented.

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  • Shah, Sheikh Khaleduzzaman & Aye, Lu & Rismanchi, Behzad, 2020. "Multi-objective optimisation of a seasonal solar thermal energy storage system for space heating in cold climate," Applied Energy, Elsevier, vol. 268(C).
    • Handle: RePEc:eee:appene:v:268:y:2020:i:c:s0306261920305596
    DOI: 10.1016/j.apenergy.2020.115047
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    as
    1. Zhu, Jiaming & Wu, Peng & Chen, Huayou & Liu, Jinpei & Zhou, Ligang, 2019. "Carbon price forecasting with variational mode decomposition and optimal combined model," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 519(C), pages 140-158.
    2. Nussbaumer, T. & Thalmann, S., 2016. "Influence of system design on heat distribution costs in district heating," Energy, Elsevier, vol. 101(C), pages 496-505.
    3. Colclough, Shane & McGrath, Teresa, 2015. "Net energy analysis of a solar combi system with Seasonal Thermal Energy Store," Applied Energy, Elsevier, vol. 147(C), pages 611-616.
    4. Marimuthu, C. & Kirubakaran, V., 2013. "Carbon pay back period for solar and wind energy project installed in India: A critical review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 23(C), pages 80-90.
    5. Zhai, X.Q. & Qu, M. & Yu, X. & Yang, Y. & Wang, R.Z., 2011. "A review for the applications and integrated approaches of ground-coupled heat pump systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(6), pages 3133-3140, August.
    6. Tulus, Victor & Boer, Dieter & Cabeza, Luisa F. & Jiménez, Laureano & Guillén-Gosálbez, Gonzalo, 2016. "Enhanced thermal energy supply via central solar heating plants with seasonal storage: A multi-objective optimization approach," Applied Energy, Elsevier, vol. 181(C), pages 549-561.
    7. Kjellsson, Elisabeth & Hellström, Göran & Perers, Bengt, 2010. "Optimization of systems with the combination of ground-source heat pump and solar collectors in dwellings," Energy, Elsevier, vol. 35(6), pages 2667-2673.
    8. Rapantova, Nada & Pospisil, Pavel & Koziorek, Jiri & Vojcinak, Petr & Grycz, David & Rozehnal, Zdenek, 2016. "Optimisation of experimental operation of borehole thermal energy storage," Applied Energy, Elsevier, vol. 181(C), pages 464-476.
    9. Welsch, Bastian & Göllner-Völker, Laura & Schulte, Daniel O. & Bär, Kristian & Sass, Ingo & Schebek, Liselotte, 2018. "Environmental and economic assessment of borehole thermal energy storage in district heating systems," Applied Energy, Elsevier, vol. 216(C), pages 73-90.
    10. Olivia Gippner & Saroj Dhakal & Benjamin Sovacool, 2013. "Microhydro electrification and climate change adaptation in Nepal: socioeconomic lessons from the Rural Energy Development Program (REDP)," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 18(4), pages 407-427, April.
    11. Shah, Sheikh Khaleduzzaman & Aye, Lu & Rismanchi, Behzad, 2018. "Seasonal thermal energy storage system for cold climate zones: A review of recent developments," Renewable and Sustainable Energy Reviews, Elsevier, vol. 97(C), pages 38-49.
    12. Zhang, Liang & Xu, Peng & Mao, Jiachen & Tang, Xu & Li, Zhengwei & Shi, Jianguo, 2015. "A low cost seasonal solar soil heat storage system for greenhouse heating: Design and pilot study," Applied Energy, Elsevier, vol. 156(C), pages 213-222.
    13. Aydın, Murat & Sisman, Altug, 2015. "Experimental and computational investigation of multi U-tube boreholes," Applied Energy, Elsevier, vol. 145(C), pages 163-171.
    14. Yang, G. & Zhai, X.Q., 2019. "Optimal design and performance analysis of solar hybrid CCHP system considering influence of building type and climate condition," Energy, Elsevier, vol. 174(C), pages 647-663.
    Full references (including those not matched with items on IDEAS)

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