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Hourly optimization and sizing of district heating systems considering building refurbishment – Case study for the city of Zagreb

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  • Pavičević, Matija
  • Novosel, Tomislav
  • Pukšec, Tomislav
  • Duić, Neven

Abstract

District heating plays a crucial role in future energy systems due to its beneficial impacts on the overall flexibility and efficiency of the energy system as a whole. In order to fully utilize its benefits, the sizing and operation of said systems needs to be optimized. This is a computationally difficult task due to a large number of parameters that need to be considered and calculated. Another issue is a need for long optimization horizons of at least one year, in order to capture seasonal, and a small time step of 1 h or less, to capture intraday variations. The goal of this work has been the development and demonstration of an optimization model capable of handling both the sizing and the operation of a district heating system based on a heat only boiler, solar thermal collectors, electric heaters, heat pumps and thermal energy storage units while considering building refurbishment. The model has been implemented on nine scenarios. The results of the analysis have demonstrated the economic and environmental benefits of the utilization of highly efficient and renewable energy sources in the proposed system.

Suggested Citation

  • Pavičević, Matija & Novosel, Tomislav & Pukšec, Tomislav & Duić, Neven, 2017. "Hourly optimization and sizing of district heating systems considering building refurbishment – Case study for the city of Zagreb," Energy, Elsevier, vol. 137(C), pages 1264-1276.
    • Handle: RePEc:eee:energy:v:137:y:2017:i:c:p:1264-1276
    DOI: 10.1016/j.energy.2017.06.105
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    1. Gebremedhin, Alemayehu, 2014. "Optimal utilisation of heat demand in district heating system—A case study," Renewable and Sustainable Energy Reviews, Elsevier, vol. 30(C), pages 230-236.
    2. Čulig-Tokić, Dario & Krajačić, Goran & Doračić, Borna & Mathiesen, Brian Vad & Krklec, Robert & Larsen, Jesper Møller, 2015. "Comparative analysis of the district heating systems of two towns in Croatia and Denmark," Energy, Elsevier, vol. 92(P3), pages 435-443.
    3. Münster, Marie & Morthorst, Poul Erik & Larsen, Helge V. & Bregnbæk, Lars & Werling, Jesper & Lindboe, Hans Henrik & Ravn, Hans, 2012. "The role of district heating in the future Danish energy system," Energy, Elsevier, vol. 48(1), pages 47-55.
    4. Soltero, V.M. & Chacartegui, R. & Ortiz, C. & Velázquez, R., 2016. "Evaluation of the potential of natural gas district heating cogeneration in Spain as a tool for decarbonisation of the economy," Energy, Elsevier, vol. 115(P3), pages 1513-1532.
    5. Pukšec, Tomislav & Mathiesen, Brian Vad & Novosel, Tomislav & Duić, Neven, 2014. "Assessing the impact of energy saving measures on the future energy demand and related GHG (greenhouse gas) emission reduction of Croatia," Energy, Elsevier, vol. 76(C), pages 198-209.
    6. Gabillet, Pauline, 2015. "Energy supply and urban planning projects: Analysing tensions around district heating provision in a French eco-district," Energy Policy, Elsevier, vol. 78(C), pages 189-197.
    7. 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.
    8. Lund, Henrik & Werner, Sven & Wiltshire, Robin & Svendsen, Svend & Thorsen, Jan Eric & Hvelplund, Frede & Mathiesen, Brian Vad, 2014. "4th Generation District Heating (4GDH)," Energy, Elsevier, vol. 68(C), pages 1-11.
    9. Grundahl, Lars & Nielsen, Steffen & Lund, Henrik & Möller, Bernd, 2016. "Comparison of district heating expansion potential based on consumer-economy or socio-economy," Energy, Elsevier, vol. 115(P3), pages 1771-1778.
    10. Østergaard, Poul Alberg & Andersen, Anders N., 2016. "Booster heat pumps and central heat pumps in district heating," Applied Energy, Elsevier, vol. 184(C), pages 1374-1388.
    11. Koltsaklis, Nikolaos E. & Georgiadis, Michael C., 2015. "A multi-period, multi-regional generation expansion planning model incorporating unit commitment constraints," Applied Energy, Elsevier, vol. 158(C), pages 310-331.
    12. Prebeg, Pero & Gasparovic, Goran & Krajacic, Goran & Duic, Neven, 2016. "Long-term energy planning of Croatian power system using multi-objective optimization with focus on renewable energy and integration of electric vehicles," Applied Energy, Elsevier, vol. 184(C), pages 1493-1507.
    13. Kim, Jong Suk & Edgar, Thomas F., 2014. "Optimal scheduling of combined heat and power plants using mixed-integer nonlinear programming," Energy, Elsevier, vol. 77(C), pages 675-690.
    14. Christidis, Andreas & Koch, Christoph & Pottel, Lothar & Tsatsaronis, George, 2012. "The contribution of heat storage to the profitable operation of combined heat and power plants in liberalized electricity markets," Energy, Elsevier, vol. 41(1), pages 75-82.
    15. Xiong, Weiming & Wang, Yu & Mathiesen, Brian Vad & Lund, Henrik & Zhang, Xiliang, 2015. "Heat roadmap China: New heat strategy to reduce energy consumption towards 2030," Energy, Elsevier, vol. 81(C), pages 274-285.
    16. Østergaard, Poul Alberg & Lund, Henrik, 2011. "A renewable energy system in Frederikshavn using low-temperature geothermal energy for district heating," Applied Energy, Elsevier, vol. 88(2), pages 479-487, February.
    17. Buoro, Dario & Pinamonti, Piero & Reini, Mauro, 2014. "Optimization of a Distributed Cogeneration System with solar district heating," Applied Energy, Elsevier, vol. 124(C), pages 298-308.
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