基于 Sobol 敏感性分析的多目标优化在太阳能单双效 LiBr-H2O 吸收式制冷中的应用

IF 3.1 4区 工程技术 Q3 ENERGY & FUELS
Shiqi Zhao, Qingyang Li, Yongchao Sun, Dechang Wang, Qinglu Song, Sai Zhou, Jinping Li, Yanhui Li
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引用次数: 0

摘要

为了提高太阳能制冷系统对不同热源的适应性,设计并分析了一种由太阳能驱动的单双效 LiBr-H2O 吸收式制冷系统(ARS)。利用基于 Sobol 敏感性分析的多目标优化方法对系统进行了优化,以提高太阳能效率并降低成本。建立了太阳能单双效 LiBr-H2O ARS 模型,模拟并比较了不同配置下系统的连续运行特性。结果表明,不加辅助热源的系统平均每天制冷时间约为 8.5 h,双效模式(DEM)在指定条件下连续运行一周可产生约 11 kW 的制冷量,加辅助热源的系统可满足每天制冷时间的要求,系统的太阳辐射衰减率(SF)达到 59.29%。集热器面积对 SF 的影响较大,而热水循环泵的流量和储水箱的容积对 SF 的影响较小。优化后的 SF 增加了 3.22%,平准成本降低了 10.18%。此外,与太阳能单效 LiBr-H2O ARS 相比,优化后系统的 SF 分别增加了 15.51% 和 17.42%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Application of multi-objective optimization based on Sobol sensitivity analysis in solar single-double-effect LiBr–H2O absorption refrigeration

To improve the adaptability of solar refrigeration systems to different heat sources, a single-double-effect LiBr–H2O absorption refrigeration system (ARS) driven by solar energy was designed and analyzed. The system was optimized using a multi-objective optimization method based on Sobol sensitivity analysis to enhance solar energy efficiency and reduce costs. The model of the solar single-double-effect LiBr–H2O ARS was developed, and the continuous operation characteristics of the system in different configurations were simulated and compared. The results show that the average cooling time of the system without auxiliary heat source is approximately 8.5 h per day, and the double-effect mode (DEM) generates about 11 kW of cooling capacity during continuous operation for one week under the designated conditions, and the system with adding auxiliary heat source meet the requirements of daily cooling time, the solar fraction (SF) of the system reaches 59.29%. The collector area has a greater effect on SF, while the flowrate of the hot water circulating pump and the volume of storage tank have little effect on SF. The optimized SF increases by 3.22% and the levelized cost decreases by 10.18%. Moreover, compared with the solar single-effect LiBr–H2O ARS, the SF of the system is increased by 15.51% and 17.42% respectively after optimization.

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来源期刊
Frontiers in Energy
Frontiers in Energy Energy-Energy Engineering and Power Technology
CiteScore
5.90
自引率
6.90%
发文量
708
期刊介绍: Frontiers in Energy, an interdisciplinary and peer-reviewed international journal launched in January 2007, seeks to provide a rapid and unique platform for reporting the most advanced research on energy technology and strategic thinking in order to promote timely communication between researchers, scientists, engineers, and policy makers in the field of energy. Frontiers in Energy aims to be a leading peer-reviewed platform and an authoritative source of information for analyses, reviews and evaluations in energy engineering and research, with a strong focus on energy analysis, energy modelling and prediction, integrated energy systems, energy conversion and conservation, energy planning and energy on economic and policy issues. Frontiers in Energy publishes state-of-the-art review articles, original research papers and short communications by individual researchers or research groups. It is strictly peer-reviewed and accepts only original submissions in English. The scope of the journal is broad and covers all latest focus in current energy research. High-quality papers are solicited in, but are not limited to the following areas: -Fundamental energy science -Energy technology, including energy generation, conversion, storage, renewables, transport, urban design and building efficiency -Energy and the environment, including pollution control, energy efficiency and climate change -Energy economics, strategy and policy -Emerging energy issue
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