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Managing the Intermittency of Wind Energy Generation in Greece

Authors :
Theodoros Christodoulou
Nikolaos S. Thomaidis
Stergios Kartsios
Ioannis Pytharoulis
Source :
Energies, Vol 17, Iss 4, p 866 (2024)
Publication Year :
2024
Publisher :
MDPI AG, 2024.

Abstract

This paper performs a comprehensive analysis of the wind energy potential of onshore regions in Greece with emphasis on quantifying the volume risk and the spatial covariance structure. Optimization techniques are employed to derive efficient wind capacity allocation plans (also known as generation portfolios) incorporating different yield aspirations. The generation profile of minimum variance and other optimal portfolios along the efficient frontier are subject to rigorous evaluation using a fusion of descriptive and statistical methods. In particular, principal component analysis is employed to estimate factor models and investigate the spatiotemporal properties of wind power generation, providing valuable insights into the persistence of volume risk. The overarching goal of the study is to employ a set of statistical and mathematical programming tools guiding investors, aggregators and policy makers in their selection of wind energy generating assets. The findings of this research challenge the effectiveness of current policies and industry practices, offering a new perspective on wind energy harvesting with a focus on the management of volume risk.

Details

Language :
English
ISSN :
19961073
Volume :
17
Issue :
4
Database :
Directory of Open Access Journals
Journal :
Energies
Publication Type :
Academic Journal
Accession number :
edsdoj.027bce65aa4d2191244e681203ce12
Document Type :
article
Full Text :
https://doi.org/10.3390/en17040866