Numerical Validation of an Algorithm for Combined Soiling and Degradation Analysis of Photovoltaic Systems
Numerical Validation of an Algorithm for Combined Soiling and Degradation Analysis of Photovoltaic Systems Publisher: IEEE Michael G. Deceglie ; Matthew Muller ; Dirk C. Jordan ; Chris Deline Abstract: We describe and demonstrate an open-source algorithm for simultaneously quantifying degradation and soiling of photovoltaic (PV) systems from energy-production time series data. The new analysis is based on year-on-year degradation rate analysis combined with stochastic rate and recovery soiling analysis. The algorithm is designed to fit into the workflow provided by RdTools, a Python module maintained by NREL and collaboratively developed with the community, which provides a framework and functions for degradation and loss-factor analysis of PV field data. We demonstrate the method on numerically simulated PV data sets and show that it reduces the root-mean-square error of the P50 degradation rate estimate when soiling is present https://ieeexplore.ieee.org/document/8981183/authors#auth