Case study on the effects of partial solar eclipse on distributed PV systems and management areas

被引:11
|
作者
Sundararajan, Aditya [1 ]
Olowu, Temitayo O. [1 ]
Wei, Longfei [1 ]
Rahman, Shahinur [1 ]
Sarwat, Arif I. [1 ]
机构
[1] Florida Int Univ, Dept Elect & Comp Engn, Miami, FL 33199 USA
基金
美国国家科学基金会;
关键词
multilayer perceptrons; solar eclipses; photovoltaic power systems; power grids; power system security; power supply quality; distribution networks; real-world grid-tied PV systems; feeders; management areas; 1 min PV generation data; hourly weather data; feeder parameters; daily reliability data; individual PV system performance measurement; power performance index; power quality analysis; eclipse peak; IEEE 8500 test case distribution feeder; reliability study; forecasting system reliability; solar eclipses impact; case study; partial solar eclipse; distributed PV systems; photovoltaic systems; ambient temperature; module temperature; PV generation profile; larger grid; 21; August; 2017; power; 355; 0; kW; time; 1; min; EXTREME WEATHER; RESILIENCE;
D O I
10.1049/iet-stg.2019.0002
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Photovoltaic (PV) systems are weather-dependent. A solar eclipse causes significant changes in these parameters, thereby impacting PV generation profile, performance, and power quality of larger grid, where they connect to. This study presents a case study to evaluate the impacts of the solar eclipse of 21 August 2017, on two real-world grid-tied PV systems (1.4MW and 355kW) in Miami and Daytona, Florida, the feeders they are connected to, and the management areas they belong to. Four types of analyses are conducted to obtain a comprehensive picture of the impacts using 1min PV generation data, hourly weather data, real feeder parameters, and daily reliability data. These analyses include: individual PV system performance measurement using power performance index; power quality analysis at the point of interconnection; a study on the operation of voltage regulating devices on the feeders during eclipse peak using an IEEE 8500 test case distribution feeder; and reliability study involving a multilayer perceptron framework for forecasting system reliability of the management areas. Results from this study provide a unique insight into how solar eclipses impact the behaviour of PV systems and the grid, which would be of concern to electric utilities in future high penetration scenarios.
引用
收藏
页码:477 / 490
页数:14
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