Evaluation of wind potential and economic prospects in the southern regions of Morocco with MERRA-2 and ERA5

Meteorological reanalyses are generating interest in the modelling of wind energy production. This study provides a comparison between ERA5 and MERRA-2. Two regions in Morocco were studied: Laayoune-Sakia-El-Hamra (22 sites) and Dakhla-Oued-Eddahab (17 sites). Among the 150 wind turbines tested, the two most efficient ones were identified for each site. The results show that MERRA-2 outperforms ERA5 in several aspects, including scatter plots and R 2 correlation. Wind potential and economic viability were evaluated for each of the 39 sites, incorporating a loss factor of 26.71% and applying Weibull parameters to precisely characterize each site. The analysis reveals that a few sites stand out for their high wind speeds, significant power densities and a capacity factor reaching 54.37%. Economically, the cost of electricity, ranging between $ 0.012 and $ 0.023 per kWh, is particularly favourable for wind energy production.

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Publication Details

Journal
Wind Engineering
Published
2024-10-07
DOI
https://doi.org/10.1177/0309524x241285864
Citations
4
Primary Topic
Integrated Energy Systems Optimization
Type
article
Field-Weighted Citation Impact
0.83
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article

Evaluation of wind potential and economic prospects in the southern regions of Morocco with MERRA-2 and ERA5

Abdelhakim Chillali, Nacer Eddine El Kadri Elyamani, Badr El Kihel
4 citations
Wind Engineering
Integrated Energy Systems Optimization
0.83
article

Evaluation of wind potential and economic prospects in the southern regions of Morocco with MERRA-2 and ERA5

Abdelhakim Chillali, Nacer Eddine El Kadri Elyamani, Badr El Kihel
article en
4 citations

Abstract

Meteorological reanalyses are generating interest in the modelling of wind energy production. This study provides a comparison between ERA5 and MERRA-2. Two regions in Morocco were studied: Laayoune-Sakia-El-Hamra (22 sites) and Dakhla-Oued-Eddahab (17 sites). Among the 150 wind turbines tested, the two most efficient ones were identified for each site. The results show that MERRA-2 outperforms ERA5 in several aspects, including scatter plots and R 2 correlation. Wind potential and economic viability were evaluated for each of the 39 sites, incorporating a loss factor of 26.71% and applying Weibull parameters to precisely characterize each site. The analysis reveals that a few sites stand out for their high wind speeds, significant power densities and a capacity factor reaching 54.37%. Economically, the cost of electricity, ranging between $ 0.012 and $ 0.023 per kWh, is particularly favourable for wind energy production.

Wind EngineeringVol. 49(2)
Sidi Mohamed Ben Abdellah University (MA)
Affordable and clean energy
Openalex Percentile: Top 26%
Integrated Energy Systems Optimization
0.83
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