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Modelling and optimal operation of a small-scale integrated energy based district heating and cooling system

Author

Listed:
  • Jing, Z.X.
  • Jiang, X.S.
  • Wu, Q.H.
  • Tang, W.H.
  • Hua, B.

Abstract

This paper presents a comprehensive model of a small-scale integrated energy based district heating and cooling (DHC) system located in a residential area of hot-summer and cold-winter zone, which makes joint use of wind energy, solar energy, natural gas and electric energy. The model includes an off-grid wind turbine generator, heat producers, chillers, a water supply network and terminal loads. This research also investigates an optimal operating strategy based on Group Search Optimizer (GSO), through which the daily running cost of the system is optimized in both the heating and cooling modes. The strategy can be used to find the optimal number of operating chillers, optimal outlet water temperature set points of boilers and optimal water flow set points of pumps, taking into account cost functions and various operating constraints. In order to verify the model and the optimal operating strategy, performance tests have been undertaken using MATLAB. The simulation results prove the validity of the model and show that the strategy is able to minimize the system operation cost. The proposed system is evaluated in comparison with a conventional separation production (SP) system. The feasibility of investment for the DHC system is also discussed. The comparative results demonstrate the investment feasibility, the significant energy saving and the cost reduction, achieved in daily operation in an environment, where there are varying heating loads, cooling loads, wind speeds, solar radiations and electricity prices.

Suggested Citation

  • Jing, Z.X. & Jiang, X.S. & Wu, Q.H. & Tang, W.H. & Hua, B., 2014. "Modelling and optimal operation of a small-scale integrated energy based district heating and cooling system," Energy, Elsevier, vol. 73(C), pages 399-415.
  • Handle: RePEc:eee:energy:v:73:y:2014:i:c:p:399-415
    DOI: 10.1016/j.energy.2014.06.030
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    References listed on IDEAS

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    1. Dalla Rosa, A. & Christensen, J.E., 2011. "Low-energy district heating in energy-efficient building areas," Energy, Elsevier, vol. 36(12), pages 6890-6899.
    2. Yumrutaş, R. & Ünsal, M., 2000. "Analysis of solar aided heat pump systems with seasonal thermal energy storage in surface tanks," Energy, Elsevier, vol. 25(12), pages 1231-1243.
    3. Ozgener, Onder, 2010. "Use of solar assisted geothermal heat pump and small wind turbine systems for heating agricultural and residential buildings," Energy, Elsevier, vol. 35(1), pages 262-268.
    4. Marbe, Asa & Harvey, Simon, 2006. "Opportunities for integration of biofuel gasifiers in natural-gas combined heat-and-power plants in district-heating systems," Applied Energy, Elsevier, vol. 83(7), pages 723-748, July.
    5. Alberg Østergaard, Poul & Mathiesen, Brian Vad & Möller, Bernd & Lund, Henrik, 2010. "A renewable energy scenario for Aalborg Municipality based on low-temperature geothermal heat, wind power and biomass," Energy, Elsevier, vol. 35(12), pages 4892-4901.
    6. Gebremedhin, Alemayehu, 2012. "Introducing District Heating in a Norwegian town – Potential for reduced Local and Global Emissions," Applied Energy, Elsevier, vol. 95(C), pages 300-304.
    7. Zheng, Guozhong & Li, Feng & Tian, Zhe & Zhu, Neng & Li, Qianru & Zhu, Han, 2012. "Operation strategy analysis of a geothermal step utilization heating system," Energy, Elsevier, vol. 44(1), pages 458-468.
    8. Roonprasang, Natthaphon & Namprakai, Pichai & Pratinthong, Naris, 2008. "Experimental studies of a new solar water heater system using a solar water pump," Energy, Elsevier, vol. 33(4), pages 639-646.
    9. Sperling, Karl & Möller, Bernd, 2012. "End-use energy savings and district heating expansion in a local renewable energy system – A short-term perspective," Applied Energy, Elsevier, vol. 92(C), pages 831-842.
    10. Rezaie, Behnaz & Rosen, Marc A., 2012. "District heating and cooling: Review of technology and potential enhancements," Applied Energy, Elsevier, vol. 93(C), pages 2-10.
    11. Jiang, X.S. & Jing, Z.X. & Li, Y.Z. & Wu, Q.H. & Tang, W.H., 2014. "Modelling and operation optimization of an integrated energy based direct district water-heating system," Energy, Elsevier, vol. 64(C), pages 375-388.
    12. Zhang, H.-F. & Ge, X.-S. & Ye, H., 2007. "Modeling of a space heating and cooling system with seasonal energy storage," Energy, Elsevier, vol. 32(1), pages 51-58.
    13. Michopoulos, A. & Zachariadis, T. & Kyriakis, N., 2013. "Operation characteristics and experience of a ground source heat pump system with a vertical ground heat exchanger," Energy, Elsevier, vol. 51(C), pages 349-357.
    14. 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.
    15. Xu, Jianzhong & Sui, Jun & Li, Bingyu & Yang, Minlin, 2010. "Research, development and the prospect of combined cooling, heating, and power systems," Energy, Elsevier, vol. 35(11), pages 4361-4367.
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