DocumentCode
1328410
Title
Estimation of Photovoltaic System Reliability and Performance Metrics
Author
Dhople, Sairaj V. ; Domínguez-García, Alejandro D.
Author_Institution
Dept. of Electr. Eng., Univ. of Illinois at Urbana-Champaign, Urbana, IL, USA
Volume
27
Issue
1
fYear
2012
Firstpage
554
Lastpage
563
Abstract
A framework to integrate reliability and performance analysis of grid-tied photovoltaic (PV) systems is formulated using Markov reward models (MRM). The framework allows the computation of performance metrics such as capacity and energy yield, and reliability metrics such as availability. The paper also provides an analytical method to compute the sensitivity of performance metrics to MRM-parameter variations. The approach to sensitivity analysis is demonstrated to be particularly useful to formulate optimal operational policies, e.g., repair strategies, as the impact of variations in model parameters on system performance can be rapidly evaluated. Case studies demonstrate several applications of the proposed framework, including analysis of residential and large utility-level installations, and emerging distributed inverter architectures.
Keywords
Markov processes; government policies; photovoltaic power systems; power generation reliability; power grids; sensitivity analysis; MRM; MRM-parameter variation; Markov reward model; distributed inverter architecture; grid-tied PV system; grid-tied photovoltaic system; large utility-level installation; optimal operational policy; performance metric computation; photovoltaic system reliability estimation; reliability metric; sensitivity analysis; Analytical models; Biological system modeling; Maintenance engineering; Markov processes; Measurement; Power system reliability; Reliability; Generalized matrix inversion; Markov reward models; photovoltaics; reliability; sensitivity analysis;
fLanguage
English
Journal_Title
Power Systems, IEEE Transactions on
Publisher
ieee
ISSN
0885-8950
Type
jour
DOI
10.1109/TPWRS.2011.2165088
Filename
6026939
Link To Document