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Pricing the risk due to weather conditions in small variable renewable energy projects.

Authors :
Mosquera-López, Stephania
Uribe, Jorge M.
Source :
Applied Energy. Sep2022, Vol. 322, pN.PAG-N.PAG. 1p.
Publication Year :
2022

Abstract

• Weather factors are crucial for risk assessment in small renewable energy projects. • A methodology is proposed to price an insurance contract that hedges weather risk. • An analog of financial VaR is estimated for solar radiation using quantile regressions. • The methods proposed are applied to the illustrative case of 40 European cities. • The study contributes to the mitigation of VRE projects' volumetric risk. We propose a methodology to price an insurance contract designed to hedge the volumetric risk associated with weather conditions. Our methodology is based on conditional quantile regressions and adapts Value at Risk (VaR) and Expected Shortfall statistics from the literature on financial econometrics. In our empirical application, we use actual daily meteorological and radiation data for 40 European cities in 13 countries, from April 1, 2011, to December 31, 2021, and calculate the value of the annual insurance premium under reasonable assumptions on the technology of the solar panels and expected energy demand. We consider variables such as temperature, wind speed, and precipitation in our calculations. Our results for the different cities in our sample show that due to the nonlinear impact of weather (mainly temperature and precipitation) on the expected generation losses, it is appropriate to use quantile regressions to calculate the VaR of radiation, conditional on weather factors. Our insurance premium calculations also present a high degree of variation across European, which indicates that risk-diversification opportunities of catastrophic risk due to weather conditions faced by insurance companies exist. This variation is explained by different weather conditions, model adjustment, and the average price of electricity. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03062619
Volume :
322
Database :
Academic Search Index
Journal :
Applied Energy
Publication Type :
Academic Journal
Accession number :
157910163
Full Text :
https://doi.org/10.1016/j.apenergy.2022.119476