Reliability based modeling of the performance of solar plants with multistate PV modules

被引:2
作者
Esemen, Melek [1 ]
Gurler, Selma [2 ]
机构
[1] Dokuz Eylul Univ, Grad Sch Nat & Appl Sci, Tinaztepe Campus, Izmir, Turkey
[2] Dokuz Eylul Univ, Fac Sci, Dept Stat, Tinaztepe Campus, Izmir, Turkey
来源
HACETTEPE JOURNAL OF MATHEMATICS AND STATISTICS | 2022年 / 51卷 / 02期
关键词
Photovoltaic (PV) system; solar power; multistate system; reliability; OF-N SYSTEMS; DEGRADATION; COMPONENTS;
D O I
10.15672/hujms.956136
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Solar energy is widely used as a renewable energy source in the world. Photovoltaic mod -ules are the main components of a photovoltaic system to generate the solar power from the solar radiation. The photovoltaic modules may have multistate working conditions and different performance levels depending on the solar radiation. Each component can be in different states, namely, complete failure, partial working, and perfect functioning. In this study, we present a model for solar power systems with PV modules having various levels of operational performance. We develop a reliability model for the system's power regarding the m threshold value that is the minimum required total performance level for the system. This model reflects the performance levels of PV modules and working prob-abilities of modules. The problem is considered under different conditions regarding the dependency of two types of multistate PV modules. Two numerical examples are also con-ducted to evaluate the reliability and power generated by two solar plants located in two different regions. Beta and Weibull distributions are used for the numerical calculations to differ solar radiation regimes in the regions.
引用
收藏
页码:606 / 617
页数:12
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