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Optimization of CHCP (combined heat power and cooling) systems operation strategy using dynamic programming

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  • Facci, Andrea Luigi
  • Andreassi, Luca
  • Ubertini, Stefano

Abstract

In this paper we introduce an enhanced methodology to determine the optimal control strategy for a complex trigeneration plant. The plant is designed to meet the thermal and electrical loads of a user and is connected to the electrical grid. We consider a single working-day and the plant set-points are determined on an hourly basis minimizing total energy cost, plant maintenance costs, and costs associated to switching on and off the power plant components. To realistically simulate the behavior of large power plants, a constraint on the minimum duration of on and off intervals is considered for each plant section.

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  • Facci, Andrea Luigi & Andreassi, Luca & Ubertini, Stefano, 2014. "Optimization of CHCP (combined heat power and cooling) systems operation strategy using dynamic programming," Energy, Elsevier, vol. 66(C), pages 387-400.
  • Handle: RePEc:eee:energy:v:66:y:2014:i:c:p:387-400
    DOI: 10.1016/j.energy.2013.12.069
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    1. Onovwiona, H.I. & Ugursal, V.I., 2006. "Residential cogeneration systems: review of the current technology," Renewable and Sustainable Energy Reviews, Elsevier, vol. 10(5), pages 389-431, October.
    2. Ruan, Yingjun & Liu, Qingrong & Zhou, Weiguo & Firestone, Ryan & Gao, Weijun & Watanabe, Toshiyuki, 2009. "Optimal option of distributed generation technologies for various commercial buildings," Applied Energy, Elsevier, vol. 86(9), pages 1641-1653, September.
    3. Franco, Alessandro & Salza, Pasquale, 2011. "Strategies for optimal penetration of intermittent renewables in complex energy systems based on techno-operational objectives," Renewable Energy, Elsevier, vol. 36(2), pages 743-753.
    4. Niknam, Taher & Mojarrad, Hassan Doagou & Nayeripour, Majid, 2010. "A new fuzzy adaptive particle swarm optimization for non-smooth economic dispatch," Energy, Elsevier, vol. 35(4), pages 1764-1778.
    5. Valente, Luiz Carlos Guedes & de Almeida, Silvio Carlos Anı́bal, 1998. "Economic analysis of a diesel/photovoltaic hybrid system for decentralized power generation in northern Brazil," Energy, Elsevier, vol. 23(4), pages 317-323.
    6. McGowan, J.G. & Manwell, J.F., 1999. "Hybrid wind/PV/diesel system experiences," Renewable Energy, Elsevier, vol. 16(1), pages 928-933.
    7. Doagou-Mojarrad, Hasan & Gharehpetian, G.B. & Rastegar, H. & Olamaei, Javad, 2013. "Optimal placement and sizing of DG (distributed generation) units in distribution networks by novel hybrid evolutionary algorithm," Energy, Elsevier, vol. 54(C), pages 129-138.
    8. Mitra, Sumit & Sun, Lige & Grossmann, Ignacio E., 2013. "Optimal scheduling of industrial combined heat and power plants under time-sensitive electricity prices," Energy, Elsevier, vol. 54(C), pages 194-211.
    9. Chicco, Gianfranco & Mancarella, Pierluigi, 2009. "Distributed multi-generation: A comprehensive view," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(3), pages 535-551, April.
    10. Ankolekar Suresh & Das Gupta A & Srinivasan G, 1985. "The Defective Coin Problem: An Algorithmic Analysis," IIMA Working Papers WP1985-08-01_00652, Indian Institute of Management Ahmedabad, Research and Publication Department.
    11. Bove, Roberto & Bucher, Matthias & Ferretti, Fabio, 2012. "Integrating large shares of wind energy in macro-economical cost-effective way," Energy, Elsevier, vol. 43(1), pages 438-447.
    12. Marano, Vincenzo & Rizzo, Gianfranco & Tiano, Francesco Antonio, 2012. "Application of dynamic programming to the optimal management of a hybrid power plant with wind turbines, photovoltaic panels and compressed air energy storage," Applied Energy, Elsevier, vol. 97(C), pages 849-859.
    13. Lau, K.Y. & Yousof, M.F.M. & Arshad, S.N.M. & Anwari, M. & Yatim, A.H.M., 2010. "Performance analysis of hybrid photovoltaic/diesel energy system under Malaysian conditions," Energy, Elsevier, vol. 35(8), pages 3245-3255.
    14. Mařík, Karel & Schindler, Zdenek & Stluka, Petr, 2008. "Decision support tools for advanced energy management," Energy, Elsevier, vol. 33(6), pages 858-873.
    15. de Athayde Costa e Silva, Marsil & Klein, Carlos Eduardo & Mariani, Viviana Cocco & dos Santos Coelho, Leandro, 2013. "Multiobjective scatter search approach with new combination scheme applied to solve environmental/economic dispatch problem," Energy, Elsevier, vol. 53(C), pages 14-21.
    16. Sivasubramani, S. & Swarup, K.S., 2010. "Hybrid SOA–SQP algorithm for dynamic economic dispatch with valve-point effects," Energy, Elsevier, vol. 35(12), pages 5031-5036.
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