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Optimal chiller loading in a district cooling system with thermal energy storage

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  • Powell, Kody M.
  • Cole, Wesley J.
  • Ekarika, Udememfon F.
  • Edgar, Thomas F.

Abstract

A novel technique for solving a dynamic optimal chiller loading problem is presented. This method reduces the complexity of the dynamic problem by considering all chillers to be a single, optimal chiller, which significantly reduces the number of decision variables. A static optimal chiller loading problem is solved as a sub-problem to give the optimal total power required at each time interval. The static optimization problem is solved by choosing the best solution from a series of convex quadratic programming problems, thus ensuring global optimality at each time interval. This hierarchical structure takes advantage of the extra degrees of freedom provided by thermal energy storage, while effectively breaking the problem down into a much simpler problem.

Suggested Citation

  • Powell, Kody M. & Cole, Wesley J. & Ekarika, Udememfon F. & Edgar, Thomas F., 2013. "Optimal chiller loading in a district cooling system with thermal energy storage," Energy, Elsevier, vol. 50(C), pages 445-453.
    • Handle: RePEc:eee:energy:v:50:y:2013:i:c:p:445-453
    DOI: 10.1016/j.energy.2012.10.058
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    References listed on IDEAS

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    1. Lee, Wen-Shing & Chen, Yi -Ting & Wu, Ting-Hau, 2009. "Optimization for ice-storage air-conditioning system using particle swarm algorithm," Applied Energy, Elsevier, vol. 86(9), pages 1589-1595, September.
    2. Henchoz, Samuel & Buchter, Florian & Favrat, Daniel & Morandin, Matteo & Mercangöz, Mehmet, 2012. "Thermoeconomic analysis of a solar enhanced energy storage concept based on thermodynamic cycles," Energy, Elsevier, vol. 45(1), pages 358-365.
    3. Kumaresan, Govindaraj & Sridhar, Rahulram & Velraj, Ramalingom, 2012. "Performance studies of a solar parabolic trough collector with a thermal energy storage system," Energy, Elsevier, vol. 47(1), pages 395-402.
    4. Niknam, Taher & Golestaneh, Faranak & Malekpour, Ahmadreza, 2012. "Probabilistic energy and operation management of a microgrid containing wind/photovoltaic/fuel cell generation and energy storage devices based on point estimate method and self-adaptive gravitational," Energy, Elsevier, vol. 43(1), pages 427-437.
    5. Sakawa, Masatoshi & Kato, Kosuke & Ushiro, Satoshi, 2002. "Operational planning of district heating and cooling plants through genetic algorithms for mixed 0-1 linear programming," European Journal of Operational Research, Elsevier, vol. 137(3), pages 677-687, March.
    6. Lee, Tzong-Shing & Lu, Wan-Chen, 2010. "An evaluation of empirically-based models for predicting energy performance of vapor-compression water chillers," Applied Energy, Elsevier, vol. 87(11), pages 3486-3493, November.
    7. Cavallo, Alfred, 2007. "Controllable and affordable utility-scale electricity from intermittent wind resources and compressed air energy storage (CAES)," Energy, Elsevier, vol. 32(2), pages 120-127.
    8. Lee, Tzong-Shing & Liao, Ke-Yang & Lu, Wan-Chen, 2012. "Evaluation of the suitability of empirically-based models for predicting energy performance of centrifugal water chillers with variable chilled water flow," Applied Energy, Elsevier, vol. 93(C), pages 583-595.
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