@misc{a1e81c1cf277468e928adbbaa94e7432,
title = "The Holy Grail of Resource Assessment: Low Cost Ground-Based Measurements with Good Accuracy",
abstract = "Using performance data from some of the millions of installed photovoltaic (PV) modules with micro-inverters may afford the opportunity to provide ground-based solar resource data critical for developing PV projects. The method used back-solves for the direct normal irradiance (DNI) and the diffuse horizontal irradiance (DHI) from the micro-inverter ac production data. When the derived values of DNI and DHI were then used to model the performance of other PV systems, the annual mean bias deviations were within +/- 4%, and only 1% greater than when the PV performance was modeled using high quality irradiance measurements. An uncertainty analysis shows the method better suited for modeling PV performance than using satellite-based global horizontal irradiance.",
keywords = "direct and diffuse irradiance, micro-inverter, model, performance, photovoltaics, pv systems",
author = "William Marion and Benjamin Smith",
year = "2017",
language = "American English",
series = "Presented at the 2017 IEEE Photovoltaic Specialists Conference (PVSC-44), 25-30 June 2017, Washington, D.C.",
type = "Other",
}