利用遗传算法和Nelder-Mead单纯形法优化跨临界二氧化碳循环驱动的单闪式地热发电厂

Yashar Aryanfar, Jorge Luis Garc韆 Alcaraz
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引用次数: 1

摘要

包括地热能在内的可再生能源的使用正在世界范围内迅速扩大。地热循环的低效率一直强调了回收这些循环的热损失的重要性。本文提出了一种联合发电循环(单闪热循环与跨临界co2循环),并在EES (Engineering Equation Solver)软件中进行了模拟。结果表明,与BASIC单闪循环相比,该系统的设计参数有了显著提高。然后,利用遗传算法和Nelder-Mead单纯形法对该方法进行优化。分离器压力、汽轮机输出压力、co2汽轮机进口压力为三个假设变量参数,火用效率为目标参数。在默认运行模式下,系统的火用效率为32%,使用遗传算法增加到39%,使用Nelder-Mead方法增加到37%。
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Optimization of a Single Flash Geothermal Power Plant Powered by a Trans-Critical Carbon Dioxide Cycle Using Genetic Algorithm and Nelder-Mead Simplex Method
The usage of renewable energies, including geothermal energy, is expanding rapidly worldwide. The low efficiency of geothermal cycles has consistently highlighted the importance of recovering heat loss for these cycles. This paper proposes a combined power generation cycle (single flash geothermal cycle with trans-critical CO 2 cycle) and simulates in the EES (Engineering Equation Solver) software. The results show that the design parameters of the proposed system are significantly improved compared to the BASIC single flash cycle. Then, the proposed approach is optimized using the genetic algorithm and the Nelder-Mead Simplex method. Separator pressure, steam turbine output pressure, and CO 2 turbine inlet pressure are three assumed variable parameters, and exergy efficiency is the target parameter. In the default operating mode, the system exergy efficiency was 32%, increasing to 39% using the genetic algorithm and 37% using the Nelder-Mead method.
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来源期刊
CiteScore
0.90
自引率
0.00%
发文量
122
期刊介绍: Energy Engineering is a bi-monthly publication of the Association of Energy Engineers, Atlanta, GA. The journal invites original manuscripts involving engineering or analytical approaches to energy management.
期刊最新文献
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