Exploiting offshore wind and solar resources in the Mediterranean using ERA5 reanalysis data

被引:93
作者
Soukissian, Takvor H. [1 ]
Karathanasi, Flora E. [1 ,2 ]
Zaragkas, Dimitrios K. [3 ]
机构
[1] Hellen Ctr Marine Res, Inst Oceanog, 46-7 Km Athens Sounio Ave, Anavyssos 19013, Greece
[2] CMMI Cyprus Marine & Maritime Inst, Cyprus Marine Observat Network, CMMI House,Vasileos Pavlou Sq,POB 40930, CY-6023 Larnax, Cyprus
[3] Natl Tech Univ Athens, Sch Naval Architecture & Marine Engn, Iroon Polytech 9, Athens 15780, Greece
关键词
Offshore wind and solar energy; Complementarity-synergy; Joint variability; Robust variability and correlation; Mediterranean Sea; ERA5; SELECTING OPTIMUM LOCATIONS; WAVE ENERGY RESOURCE; CO-LOCATED WAVE; SPATIAL VARIABILITY; RISK-ASSESSMENT; POWER; COMPLEMENTARITY; PERFORMANCE; OPTIMIZATION; FARMS;
D O I
10.1016/j.enconman.2021.114092
中图分类号
O414.1 [热力学];
学科分类号
摘要
Commercial electricity production from marine renewable sources is becoming a necessity at a global scale. Offshore wind and solar resources can be combined to reduce construction and maintenance costs. In this respect, the aim of this study is two-fold: i) analyse offshore wind and solar resource and their variability in the Mediterranean Sea at the annual and seasonal scales based on the recently published ERA5 reanalysis dataset, and; ii) perform a preliminary assessment of some important features of complementarity, synergy, and availability of the examined resources using an event-based probabilistic approach. A robust coefficient of variation is introduced to examine the variability of each resource and a joint coefficient of variation is implemented for the first time to evaluate the joint variability of offshore wind and solar potential. The association between the resources is examined by introducing a robust measure of correlation, along with the Pearson?s r and Kendall?s ? correlation coefficient and the corresponding results are compared. Several metrics are used to examine the degree of complementarity affected by variability and intermittency issues. Areas with high potential and low variability for both resources include the Aegean and Alboran seas, while significant synergy (over 52%) is identified in the gulfs of Lion, Gabes and Sidra, Aegean Sea and northern Cyprus Isl. The advantage of combining these two resources is highlighted at selected locations in terms of the monthly energy production.
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页数:22
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