Exergy analyses and optimization of a single flash geothermal power plant combined with a trans-critical CO2 cycle using genetic algorithm and Nelder–Mead simplex method

IF 2.9 2区 地球科学 Q3 ENERGY & FUELS Geothermal Energy Pub Date : 2023-02-08 DOI:10.1186/s40517-023-00247-5
Jian Huang, Azher M. Abed, Sayed M. Eldin, Yashar Aryanfar, Jorge Luis García Alcaraz
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引用次数: 7

Abstract

Compared with conventional fossil fuel sources, geothermal energy has several advantages. The produced geothermal energy is safe for the environment and suitable for meeting heating power needs. Because the hot water used in the geothermal process can be recycled and used to generate more steam, this energy is sustainable. Furthermore, the climate change does not affect geothermal power installations. This study suggests a combined power generation cycle replicating using the EES software that combines a single flash cycle with a trans-critical carbon dioxide cycle. The findings demonstrate that, in comparison to the BASIC single flash cycle, the design characteristics of the proposed system are greatly improved. The proposed strategy is then improved using the Nelder–Mead simplex method and Genetic Algorithm. The target parameter is exergy efficiency, and the three assumed variable parameters are separator pressure, steam turbine outlet pressure, and carbon dioxide turbine inlet pressure. The system’s exergy efficiency was 32.46% in the default operating mode, rising to 39.21% with the Genetic Algorithm and 36.16% with the Nelder–Mead simplex method. In the final step, the exergy destruction of different system components is calculated and analyzed.

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基于遗传算法和Nelder-Mead单纯形法的跨临界CO2循环单闪地热电厂的火用分析与优化
与传统的化石燃料相比,地热能有几个优点。生产的地热能对环境安全,适合满足供热用电需求。因为地热过程中使用的热水可以回收并用于产生更多的蒸汽,这种能源是可持续的。此外,气候变化不会影响地热发电装置。这项研究提出了一个联合发电循环复制使用EES软件,结合了一个单一的闪光循环与跨临界二氧化碳循环。研究结果表明,与BASIC单闪循环相比,该系统的设计特性得到了很大的改善。然后利用Nelder-Mead单纯形法和遗传算法对所提出的策略进行改进。目标参数为火用效率,假定三个可变参数分别为分离器压力、汽轮机出口压力和二氧化碳轮机进口压力。系统在默认运行模式下的火用效率为32.46%,采用遗传算法提高到39.21%,采用Nelder-Mead单纯形法提高到36.16%。最后,对不同系统部件的火用破坏进行了计算和分析。图形抽象
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来源期刊
Geothermal Energy
Geothermal Energy Earth and Planetary Sciences-Geotechnical Engineering and Engineering Geology
CiteScore
5.90
自引率
7.10%
发文量
25
审稿时长
8 weeks
期刊介绍: Geothermal Energy is a peer-reviewed fully open access journal published under the SpringerOpen brand. It focuses on fundamental and applied research needed to deploy technologies for developing and integrating geothermal energy as one key element in the future energy portfolio. Contributions include geological, geophysical, and geochemical studies; exploration of geothermal fields; reservoir characterization and modeling; development of productivity-enhancing methods; and approaches to achieve robust and economic plant operation. Geothermal Energy serves to examine the interaction of individual system components while taking the whole process into account, from the development of the reservoir to the economic provision of geothermal energy.
期刊最新文献
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