Reliability evaluation of future photovoltaic systems with smart operation strategy

被引:14
作者
Ahadi, Amir [1 ]
Hayati, Hosein [1 ]
Miryousefi Aval, Seyed Mohsen [1 ]
机构
[1] Islamic Azad Univ, Ardabil Branch, Young Researchers & Elite Club, Ardebil 5615731567, Iran
关键词
smart operation strategy; renewable energy; fault tree analysis (FTA); Markov model; INVERTER; MANAGEMENT; ENERGY;
D O I
10.1007/s11708-015-0392-4
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This paper investigates a new operation strategy for photovoltaic (PV) systems, which improves the overall reliability of the system as a result of the improvement in the reliability of the critical components. First, a mathematical model is proposed using the fault tree analysis (FTA) to estimate the reliability of the PV systems in order to find the suitable maintenance strategies. The implementations demonstrate that it is essential to employ smart maintenance plans and monitor the identified most critical components of PV systems. Then, an innovative analytical method based on the Markov process is presented to model smart operation plans in PV systems. The impact of smart operation strategy on the PV systems is then evaluated. The objective of this paper is to develop plans for improving the reliability of PV systems. A series of case studies have been conducted to demonstrate the importance of smart operation strategies for PV systems as well as the applicability and feasibility of the proposed method.
引用
收藏
页码:125 / 135
页数:11
相关论文
共 31 条
  • [1] An Analytical Methodology for Assessment of Smart Monitoring Impact on Future Electric Power Distribution System Reliability
    Ahadi, Amir
    Ghadimi, Noradin
    Mirabbasi, Davar
    [J]. COMPLEXITY, 2015, 21 (01) : 99 - 113
  • [2] Reliability assessment for components of large scale photovoltaic systems
    Ahadi, Amir
    Ghadimi, Noradin
    Mirabbasi, Davar
    [J]. JOURNAL OF POWER SOURCES, 2014, 264 : 211 - 219
  • [3] [Anonymous], 1992, RELIABILITY EVALUATI
  • [4] Optimum sizing of photovoltaic battery systems incorporating uncertainty through design space approach
    Arun, P.
    Banerjee, Rangan
    Bandyopadhyay, Santanu
    [J]. SOLAR ENERGY, 2009, 83 (07) : 1013 - 1025
  • [5] An approach to quantify the technical benefits of distributed generation
    Chiradeja, P
    Ramakumar, R
    [J]. IEEE TRANSACTIONS ON ENERGY CONVERSION, 2004, 19 (04) : 764 - 773
  • [6] Collins E, 2009, IEEE PHOT SPEC CONF, P2261
  • [7] Estimation of Photovoltaic System Reliability and Performance Metrics
    Dhople, Sairaj V.
    Dominguez-Garcia, Alejandro D.
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2012, 27 (01) : 554 - 563
  • [8] Combined Low-Cost, High-Efficient Inverter, Peak Power Tracker and Regulator for PV Applications
    Enslin, J. H. R.
    Snyman, D. B.
    [J]. IEEE TRANSACTIONS ON POWER ELECTRONICS, 1991, 6 (01) : 73 - 82
  • [9] Optimal Sizing of Hybrid Wind/PV/Diesel Generation in a Stand-Alone Power System Using Markov-Based Genetic Algorithm
    Hong, Ying-Yi
    Lian, Ruo-Chen
    [J]. IEEE TRANSACTIONS ON POWER DELIVERY, 2012, 27 (02) : 640 - 647
  • [10] Iyer G., 2011, 2011 IEEE Second International Conference on Smart Grid Communications (SmartGridComm 2011), P114, DOI 10.1109/SmartGridComm.2011.6102301