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Thermo-economic design optimization of parabolic trough solar plants for industrial process heat applications with memetic algorithms

机译:基于模因算法的工业过程热应用抛物槽太阳能发电厂的热经济设计优化

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摘要

A thermo-economic design optimization of a parabolic trough solar plant for industrial processes with memetic algorithms is developed. The design domain variables considered in the optimization routine are the number of collectors in series, number of collector rows, row spacing, and storage volume. Life cycle savings, levelized cost of energy, and payback time objective functions are compared to study the influence on optimal design point location. Furthermore a multi-objective optimization approach is proposed to analyze the design problem from a multi-economic criteria point of view. An extensive set of optimization cases are performed to estimate the influence of fuel price trend, plant location, demand profile, operation conditions, solar field orientation, and radiation uncertainty on optimal design. The results allow quantifying as thermo-economic design optimization based on short term criteria as the payback time leads to smaller plants with higher solar field efficiencies and smaller solar fractions, while the consideration of optimization criteria based on long term performance of the plants, as life cycle savings based optimization, leads to the reverse conclusion. The role of plant location and future evolution of gas prices in the thermo-economic performance of the solar plant has been also analyzed. Thermo-economic optimization of a parabolic trough solar plant design for the reference industrial process heat application at a southern Mediterranean country considered in this work shows a levelized cost of energy of 5 c∈/kW h.
机译:利用模因算法对工业过程中的抛物槽式太阳能发电厂进行了热经济设计优化。优化例程中考虑的设计域变量是串联的收集器数,收集器行数,行间距和存储量。比较了生命周期节省,能源平均成本和投资回收期目标函数,以研究对最佳设计点位置的影响。此外,提出了一种多目标优化方法,从多经济准则的角度分析设计问题。执行了一系列优化案例,以估计燃料价格趋势,工厂位置,需求概况,运行条件​​,太阳能场方向和辐射不确定性对优化设计的影响。结果可以根据短期标准进行热经济设计优化,因为投资回收期可以使较小的工厂具有较高的太阳能场效率和较小的太阳能分数,而考虑基于工厂长期性能的优化标准即寿命基于周期节省的优化,得出相反的结论。还分析了工厂所在地和天然气价格的未来演变在太阳能工厂热经济绩效中的作用。在这项工作中考虑的在南部地中海国家进行的参考工业过程热应用的抛物槽式太阳能发电厂设计的热经济优化显示,能源成本平均为5cε/ kW h。

著录项

  • 来源
    《Applied Energy》 |2014年第1期|603-614|共12页
  • 作者单位

    CIESOL Research Center on Solar Energy, UAL-CIEMAT Joint Center, University of Almeria, Ctra. Sacramento s, Almeria 04120, Spain,Automatic Control, Electronics and Robotics Research Group, University of Almeria, Ctra. Sacramento s, Almeria E-04120, Spain;

    CIESOL Research Center on Solar Energy, UAL-CIEMAT Joint Center, University of Almeria, Ctra. Sacramento s, Almeria 04120, Spain,Automatic Control, Electronics and Robotics Research Group, University of Almeria, Ctra. Sacramento s, Almeria E-04120, Spain;

    CIESOL Research Center on Solar Energy, UAL-CIEMAT Joint Center, University of Almeria, Ctra. Sacramento s, Almeria 04120, Spain,Automatic Control, Electronics and Robotics Research Group, University of Almeria, Ctra. Sacramento s, Almeria E-04120, Spain;

    Plataforma Solar de Almeria-CIEMAT, Ctra. Senes, km 4, E04200 Tabemas, Almeria, Spain;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Parabolic trough collectors; Design optimization; Thermo-economic; Process heat; Memetic algorithms;

    机译:抛物槽收集器;设计优化;热经济;工艺热量;模因算法;

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