Statistical criteria for characterizing irradiance time series.

Stein, Joshua S. ; Ellis, Abraham ; Hansen, Clifford W.

关键词: DATA;    PERFORMANCE;    POWER SYSTEMS;    PRODUCTION;    RADIANT FLUX DENSITY;    SIMULATION;    STATISTICS;    USES;   

DOI  :  10.2172/1002108
RP-ID  :  SAND2010-7314
PID  :  OSTI ID: 1002108
Others  :  TRN: US201104%%144

学科分类：电力

美国|英语

来源: SciTech Connect

【 摘 要 】

We propose and examine several statistical criteria for characterizing time series of solar irradiance. Time series of irradiance are used in analyses that seek to quantify the performance of photovoltaic (PV) power systems over time. Time series of irradiance are either measured or are simulated using models. Simulations of irradiance are often calibrated to or generated from statistics for observed irradiance and simulations are validated by comparing the simulation output to the observed irradiance. Criteria used in this comparison should derive from the context of the analyses in which the simulated irradiance is to be used. We examine three statistics that characterize time series and their use as criteria for comparing time series. We demonstrate these statistics using observed irradiance data recorded in August 2007 in Las Vegas, Nevada, and in June 2009 in Albuquerque, New Mexico.