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A genetic optimization of a hybrid organic Rankine plant for solar and low-grade energy sources

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  • Scardigno, Domenico
  • Fanelli, Emanuele
  • Viggiano, Annarita
  • Braccio, Giacobbe
  • Magi, Vinicio

Abstract

This paper provides a multi-objective optimization of a hybrid organic Rankine plant for solar and low-grade energy sources. In this plant, water, with a mass flow rate of 1 kg/s at a temperature of 90 °C, preheats the working fluid. The objective of this work is to search for solutions with the highest first and second law efficiencies of the plant and the lowest LEC (levelized energy cost). The design parameters are i) the working fluid, ii) the evaporating and condensing pressure, iii) the maximum temperature of the collector thermal fluid and iv) a parameter representative of the temperature profiles in the heat exchangers. A NSGAII (non-dominated sorting genetic algorithm) has been used. The Pareto front solutions provide Cyclopropane, R143a and R32 as working fluids. The lowest LEC (0.114 $/kWh) and the highest first law efficiency (9.65%) are achieved by using Cyclopropane, with a power output greater than 100 kW. The highest second law efficiency (44%) is obtained by employing R143a, with a low contribution of the solar source and a power output greater than 10 kW. Finally, R32 solutions have comparable performance with respect to R143a solutions.

Suggested Citation

  • Scardigno, Domenico & Fanelli, Emanuele & Viggiano, Annarita & Braccio, Giacobbe & Magi, Vinicio, 2015. "A genetic optimization of a hybrid organic Rankine plant for solar and low-grade energy sources," Energy, Elsevier, vol. 91(C), pages 807-815.
    • Handle: RePEc:eee:energy:v:91:y:2015:i:c:p:807-815
    DOI: 10.1016/j.energy.2015.08.066
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    1. Tempesti, Duccio & Manfrida, Giampaolo & Fiaschi, Daniele, 2012. "Thermodynamic analysis of two micro CHP systems operating with geothermal and solar energy," Applied Energy, Elsevier, vol. 97(C), pages 609-617.
    2. Shengjun, Zhang & Huaixin, Wang & Tao, Guo, 2011. "Performance comparison and parametric optimization of subcritical Organic Rankine Cycle (ORC) and transcritical power cycle system for low-temperature geothermal power generation," Applied Energy, Elsevier, vol. 88(8), pages 2740-2754, August.
    3. Carcasci, Carlo & Ferraro, Riccardo & Miliotti, Edoardo, 2014. "Thermodynamic analysis of an organic Rankine cycle for waste heat recovery from gas turbines," Energy, Elsevier, vol. 65(C), pages 91-100.
    4. Rashidi, M.M. & Galanis, N. & Nazari, F. & Basiri Parsa, A. & Shamekhi, L., 2011. "Parametric analysis and optimization of regenerative Clausius and organic Rankine cycles with two feedwater heaters using artificial bees colony and artificial neural network," Energy, Elsevier, vol. 36(9), pages 5728-5740.
    5. Lai, Ngoc Anh & Wendland, Martin & Fischer, Johann, 2011. "Working fluids for high-temperature organic Rankine cycles," Energy, Elsevier, vol. 36(1), pages 199-211.
    6. Tempesti, Duccio & Fiaschi, Daniele, 2013. "Thermo-economic assessment of a micro CHP system fuelled by geothermal and solar energy," Energy, Elsevier, vol. 58(C), pages 45-51.
    7. Zhai, Huixing & Shi, Lin & An, Qingsong, 2014. "Influence of working fluid properties on system performance and screen evaluation indicators for geothermal ORC (organic Rankine cycle) system," Energy, Elsevier, vol. 74(C), pages 2-11.
    8. Wang, Z.Q. & Zhou, N.J. & Guo, J. & Wang, X.Y., 2012. "Fluid selection and parametric optimization of organic Rankine cycle using low temperature waste heat," Energy, Elsevier, vol. 40(1), pages 107-115.
    9. Madhawa Hettiarachchi, H.D. & Golubovic, Mihajlo & Worek, William M. & Ikegami, Yasuyuki, 2007. "Optimum design criteria for an Organic Rankine cycle using low-temperature geothermal heat sources," Energy, Elsevier, vol. 32(9), pages 1698-1706.
    10. Saleh, Bahaa & Koglbauer, Gerald & Wendland, Martin & Fischer, Johann, 2007. "Working fluids for low-temperature organic Rankine cycles," Energy, Elsevier, vol. 32(7), pages 1210-1221.
    11. Baños, R. & Manzano-Agugliaro, F. & Montoya, F.G. & Gil, C. & Alcayde, A. & Gómez, J., 2011. "Optimization methods applied to renewable and sustainable energy: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(4), pages 1753-1766, May.
    12. Schuster, A. & Karellas, S. & Aumann, R., 2010. "Efficiency optimization potential in supercritical Organic Rankine Cycles," Energy, Elsevier, vol. 35(2), pages 1033-1039.
    13. Marion, Michaël & Voicu, Ionut & Tiffonnet, Anne-Lise, 2012. "Study and optimization of a solar subcritical organic Rankine cycle," Renewable Energy, Elsevier, vol. 48(C), pages 100-109.
    14. Al-Sulaiman, Fahad A. & Dincer, Ibrahim & Hamdullahpur, Feridun, 2012. "Energy and exergy analyses of a biomass trigeneration system using an organic Rankine cycle," Energy, Elsevier, vol. 45(1), pages 975-985.
    15. Pan, Lisheng & Wang, Huaixin & Shi, Weixiu, 2012. "Performance analysis in near-critical conditions of organic Rankine cycle," Energy, Elsevier, vol. 37(1), pages 281-286.
    16. Bruhn, Matthias, 2002. "Hybrid geothermal–fossil electricity generation from low enthalpy geothermal resources: geothermal feedwater preheating in conventional power plants," Energy, Elsevier, vol. 27(4), pages 329-346.
    17. He, Chao & Liu, Chao & Gao, Hong & Xie, Hui & Li, Yourong & Wu, Shuangying & Xu, Jinliang, 2012. "The optimal evaporation temperature and working fluids for subcritical organic Rankine cycle," Energy, Elsevier, vol. 38(1), pages 136-143.
    18. Jing, Li & Gang, Pei & Jie, Ji, 2010. "Optimization of low temperature solar thermal electric generation with Organic Rankine Cycle in different areas," Applied Energy, Elsevier, vol. 87(11), pages 3355-3365, November.
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    6. Shuozhuo Hu & Zhen Yang & Jian Li & Yuanyuan Duan, 2021. "A Review of Multi-Objective Optimization in Organic Rankine Cycle (ORC) System Design," Energies, MDPI, vol. 14(20), pages 1-36, October.
    7. Yang, Fubin & Cho, Heejin & Zhang, Hongguang & Zhang, Jian, 2017. "Thermoeconomic multi-objective optimization of a dual loop organic Rankine cycle (ORC) for CNG engine waste heat recovery," Applied Energy, Elsevier, vol. 205(C), pages 1100-1118.
    8. Bademlioglu, A.H. & Canbolat, A.S. & Kaynakli, O., 2020. "Multi-objective optimization of parameters affecting Organic Rankine Cycle performance characteristics with Taguchi-Grey Relational Analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 117(C).

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