A comprehensive study of diagnosis faults techniques occurring in photovoltaic generators

IF 0.7 Q3 ENGINEERING, MULTIDISCIPLINARY

Engineering Review Pub Date : 2021-01-01 DOI:10.30765/ER.1714

S. T. Kebir, N. Cheggaga, M. S. A. Cheikh, M. Haddadi, H. Rahmani

引用次数: 0

Abstract

Recently, many focuses have been done in the field of renewable energies, especially in solar photovoltaic energy. Photovoltaic generator, considered as the heart of any photovoltaic installation, exhibits sometimes malfunctions which involve degradations on the overall photovoltaic plant. Therefore, diagnosis techniques are required to ensure failures detection. They avoid dangerous risks, prevent damages, allow protection, and extend their healthy life. For these purposes, many recent studies have given focuses on this field. This paper summarizes a large number of such interesting works. It presents a survey of photovoltaic generator degradations kinds, several types of faults, and their major diagnosis techniques. Comparative studies and some critical analyses are given. Other trending diagnosis solutions are also discussed. A proposed neural networks-based technique is developed to clarify the main process of diagnosis techniques, using artificial intelligence. This method shows good results for modelling and diagnosing the healthy and faulty (shaded) photovoltaic array.

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光伏发电机组故障诊断技术的综合研究

近年来，可再生能源领域，特别是太阳能光伏领域受到了广泛的关注。光伏发电机被认为是任何光伏装置的核心，有时会出现故障，这涉及到整个光伏电站的退化。因此，需要诊断技术来保证故障检测。他们避免危险的风险，防止损害，允许保护，并延长他们的健康寿命。为此，近年来许多研究都对这一领域给予了关注。本文总结了大量这类有趣的作品。介绍了光伏发电机组退化的种类、几种故障类型及其主要诊断技术。并进行了比较研究和批判性分析。还讨论了其他趋势诊断解决方案。提出了一种基于神经网络的技术，利用人工智能来阐明诊断技术的主要过程。该方法对健康和故障(阴影)光伏阵列进行建模和诊断，取得了良好的效果。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Engineering Review ENGINEERING, MULTIDISCIPLINARY-

CiteScore

1.00

自引率

0.00%

发文量

期刊介绍： Engineering Review is an international journal designed to foster the exchange of ideas and transfer of knowledge between scientists and engineers involved in various engineering sciences that deal with investigations related to design, materials, technology, maintenance and manufacturing processes. It is not limited to the specific details of science and engineering but is instead devoted to a very wide range of subfields in the engineering sciences. It provides an appropriate resort for publishing the papers covering prior applications – based on the research topics comprising the entire engineering spectrum. Topics of particular interest thus include: mechanical engineering, naval architecture and marine engineering, fundamental engineering sciences, electrical engineering, computer sciences and civil engineering. Manuscripts addressing other issues may also be considered if they relate to engineering oriented subjects. The contributions, which may be analytical, numerical or experimental, should be of significance to the progress of mentioned topics. Papers that are merely illustrations of established principles or procedures generally will not be accepted. Occasionally, the magazine is ready to publish high-quality-selected papers from the conference after being renovated, expanded and written in accordance with the rules of the magazine. The high standard of excellence for any of published papers will be ensured by peer-review procedure. The journal takes into consideration only original scientific papers.