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Remote supervision and fault detection on OPC monitored PV systems

机译:OPC监控的光伏系统的远程监控和故障检测

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摘要

This paper presents a new approach for automatic supervision and remote fault detection of grid connected photovoltaic (PV) systems by means of OPC technology-based monitoring. The use of standard OPC for monitoring enables data acquisition from a set of devices that use different communication protocols as inverters or other electronic devices present in PV systems enabling universal connectivity and interoperability. Using the OPC standard allows promoting interoperation of software objects in distributed-heterogeneous environments and also allows incorporating in the system remote supervision and diagnosis for the evaluation of grid connected PV facilities. The supervision system analyses the monitored data and evaluates the expected behaviour of main parameters of the PV array: Output voltage, current and power. The monitored data and evaluated parameters are used by the fault detection procedure in order to identify possible faults present in the PV system. The methodology presented has been experimentally validated in the supervision of a grid connected PV system located in Spain. Results obtained show that the combination of OPC monitoring along with the supervision and fault detection procedure is a robust tool that can be very useful in the field of remote supervision and diagnosis of grid connected PV systems. The RMSE between real monitored data and results obtained from the modelling of the PV array were below 3.6% for all parameters even in cloudy days. (C) 2016 Elsevier Ltd. All rights reserved.
机译:本文提出了一种新的方法,该方法通过基于OPC技术的监视来自动监测并网光伏发电(PV)系统的远程故障。使用标准OPC进行监视可以从一组使用不同通信协议的设备(例如光伏系统中存在的逆变器或其他电子设备)获取数据,从而实现通用连接性和互操作性。使用OPC标准可以促进分布式异构环境中软件对象的互操作,还可以将远程监视和诊断合并到系统中,以评估并网的光伏设施。监控系统分析监控数据并评估光伏阵列主要参数的预期行为:输出电压,电流和功率。故障检测程序使用监视的数据和评估的参数,以识别PV系统中可能存在的故障。所介绍的方法已在西班牙的并网光伏系统的监督中进行了实验验证。所得结果表明,将OPC监控与监督和故障检测程序相结合是一种强大的工具,在并网光伏系统的远程监督和诊断领域中非常有用。即使在阴天,所有参数的实际监控数据与从光伏阵列建模获得的结果之间的RMSE仍低于3.6%。 (C)2016 Elsevier Ltd.保留所有权利。

著录项

  • 来源
    《Solar Energy》 |2016年第11期|424-433|共10页
  • 作者单位

    UPC BarcelonaTech, Dept Elect Engn, MNT Grp, C Jordi Girona 1-3,Modul C4 Campus Nord UPC, Barcelona 08034, Spain;

    Univ Malaga, Dept Lenguajes & Ciencias Comp, Campus Teatinos S-N, E-29071 Malaga, Spain;

    UPC BarcelonaTech, Dept Elect Engn, MNT Grp, C Jordi Girona 1-3,Modul C4 Campus Nord UPC, Barcelona 08034, Spain;

    Univ Malaga, Dept Tecnol Elect, Campus Teatinos S-N, E-29071 Malaga, Spain;

    UPC BarcelonaTech, Dept Elect Engn, MNT Grp, C Jordi Girona 1-3,Modul C4 Campus Nord UPC, Barcelona 08034, Spain;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);美国《生物学医学文摘》(MEDLINE);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    OPC; Monitoring; Fault detection; PV systems;

    机译:OPC;监控;故障检测;光伏系统;

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