埃及地中海沿岸风能潜力评估

IF 4.6 3区 工程技术 Q2 ENERGY & FUELS
Kareem Tonbol, Mohamed Elbessa, Omneya Ibrahim, Tarek M. El-Geziry
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引用次数: 0

摘要

背景目前,埃及地中海沿岸还没有风力发电厂。因此,本研究旨在为此类项目寻找合适的地点。研究使用了五个沿海气象站的风力数据。从西到东依次为 Marsa Matruh (MM)、Ras El-Tin (RE)、Abu Qir (AQ)、Port Said (PS) 和 Arish (Ar)。风况数据集包括 10 米高程处的风速和风向测量数据,收集时间为 2007 年 1 月至 2022 年 12 月(16 年),所有数据点均有完整记录。Weibull 分布函数及其不同参数被用于描述埃及地中海沿岸的风能特征。计算了 Weibull 参数的判定系数 (R2)、均方根误差 (RMSE) 和相对均方根误差 (RRMSE),以及风功率密度的相对百分比误差 (RPE),以评估观测数据得出的结果与 Weibull 函数预测结果之间的一致性。结果结果显示,埃及地中海沿岸的主导风向是西北风到北风,但 Ar 地区除外,那里的主导风向是南风。在 MM 和 Ar,风速则降至 2-4 米/秒。风功率密度分析为了解该地区风能发电的潜力提供了重要依据。总体分析表明,AQ 和 PS 可能是最适合风能项目的地点。然而,AQ 地点的高变异性要求有强大的系统设计来管理波动的风力条件。PS 可能更适合优先考虑稳定性和一致性而非最大能量输出的项目。尽管 Arish 的特点是风功率密度较低,可能不太适合大型风能项目,但对于较小规模的安装或与其他可再生能源整合时仍是可行的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Assessment of wind energy potential along the Egyptian Mediterranean Coast

Background

Currently, there is no wind park operating along the Egyptian Mediterranean Coast. Therefore, this study aims to find suitable locations for such projects. Wind data from five coastal meteorological stations were used. These are Marsa Matruh (MM), Ras El-Tin (RE), Abu Qir (AQ), Port Said (PS), and Arish (Ar), in that order from west to east. The wind regime dataset, comprising velocity and direction measurements at a 10-m elevation, was collected from January 2007 to December 2022 (16 years), with a complete record of all data points. The Weibull distribution function, along with its different parameters, was used to characterize wind energy along the Egyptian Mediterranean Coast. The coefficient of determination (R2), root mean squared error (RMSE), and relative root mean squared error (RRMSE) for the Weibull parameters, along with the relative percentage errors (RPE) for the wind power density were calculated to assess the concordance between outcomes derived from observed data and those predicted by the Weibull function.

Results

Results revealed that the dominant wind direction along the Egyptian Mediterranean Coast was the NNW to N wind, except at Ar where the dominant wind was S. The wind velocity range of 4–6 m/s dominated RE, AQ, and PS. At MM and Ar, this was reduced to 2–4 m/s. The analysis of wind power density outlined significant insights into the potential for wind energy generation in the region. The overall analysis showed that AQ and PS were potentially the most suitable locations for wind energy projects. However, the high variability at the AQ site required robust system designs to manage the fluctuating wind conditions. PS might be more suitable for projects prioritizing stability and consistency over maximum energy output. Although Arish, characterized by its lower wind power density, may be less conducive for large-scale wind energy projects, it could still be viable for smaller installations or when integrated with other renewable energy sources.

Conclusions

The different statistical indices reflected good model fitting, displaying the reliability of the Weibull distribution as a tool for preliminary wind resource assessment along the Egyptian Mediterranean Coast and facilitating accurate predictions of wind power availability.

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来源期刊
Energy, Sustainability and Society
Energy, Sustainability and Society Energy-Energy Engineering and Power Technology
CiteScore
9.60
自引率
4.10%
发文量
45
审稿时长
13 weeks
期刊介绍: Energy, Sustainability and Society is a peer-reviewed open access journal published under the brand SpringerOpen. It covers topics ranging from scientific research to innovative approaches for technology implementation to analysis of economic, social and environmental impacts of sustainable energy systems.
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