DocumentCode
683194
Title
Clearness-based sky taxonomy for one year irradiance data collected at BNL
Author
Colli, Alessandra ; Zaaiman, Willem J. ; Pavanello, D. ; Heiser, John ; Smith, Samuel
Author_Institution
Brookhaven Nat. Lab., Upton, NY, USA
fYear
2013
fDate
16-21 June 2013
Firstpage
2295
Lastpage
2300
Abstract
The paper presents the analysis of one year irradiance data collected at Brookhaven National Laboratory during 2012, with the purpose to define a sky taxonomy mainly based on the calculation of the sky clearness index Kt. The evaluation is supported by additional meteorological variables like ambient temperature, wind, RH and atmospheric pressure. The analysis will additionally include the ratio of the diffuse-to-total irradiance for good weather conditions. Four sky categories are defined: cloudy, partly cloudy, sunny, and clear. The Kt parameter allows describing the solar climate of a particular location, providing also the basis for the estimation of solar radiation on horizontal as well as inclined surfaces. The statistical analysis defines the clearness index on the daily and yearly basis, but it also looks into hourly values to detect correlations between morning and afternoon conditions. The analysis herein developed is in the context of a statistical evaluation of the cloud coverage probability for application in a probabilistic production-oriented risk assessment analysis for photovoltaic systems.
Keywords
clouds; photovoltaic power systems; probability; risk analysis; solar radiation; statistical analysis; BNL; Brookhaven National Laboratory; RH; ambient temperature; atmospheric pressure; clearness-based sky taxonomy; cloud coverage probability; correlation detection; diffuse to total irradiance; meteorological variables; photovoltaic systems; probabilistic production oriented risk assessment analysis; sky category; sky clearness index; solar radiation; statistical analysis; weather conditions; wind; Clouds; Correlation; Indexes; Meteorology; Sun; Taxonomy; Uncertainty; clearness index; irradiance; sky conditions;
fLanguage
English
Publisher
ieee
Conference_Titel
Photovoltaic Specialists Conference (PVSC), 2013 IEEE 39th
Conference_Location
Tampa, FL
Type
conf
DOI
10.1109/PVSC.2013.6744936
Filename
6744936
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