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Journal ArticleDOI

Monitoring system for photovoltaic plants: A review

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TLDR
A comprehensive review of various PV monitoring systems is presented for the first time in this paper, which includes the detailed overview of all the major PV monitoring evaluation techniques in terms of their relative performances.
Abstract
The Photovoltaic (PV) monitoring system collects and analyzes number of parameters being measured in a PV plant to monitor and/or evaluate its performance. In order to ensure the reliable and stable operation of any PV system, an effective monitoring system is essential. Moreover, the monitoring system keeps track on various electricity generation indices and fault occurrences. The cost and complexity of existing PV monitoring systems restricts their use to large scale PV plants. Over the past decade, different aspects of PV monitoring systems were reported in wide range of literature. In this paper, a comprehensive review of various PV monitoring systems is presented for the first time. This includes the detailed overview of all the major PV monitoring evaluation techniques in terms of their relative performances. Major aspects of PV monitoring systems which examines in this paper are: sensors and their working principles, controller used in data acquisition systems, data transmission methods, and data storage and analysis. The acquaintance of all these aspects are crucial for the development of effective, low cost, and viable PV monitoring systems for small and medium scale PV plants without compromising on the desired performance.

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Citations
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Measured Performance of a 1.72 kW Rooftop Grid Connected Photovoltaic System in Ireland

TL;DR: In this paper, the authors present results obtained from monitoring a 1.72kWp photovoltaic system installed on a flat roof of a 12m high building in Dublin, Ireland (latitude 53.4°N and longitude 6.3°E).
Journal ArticleDOI

A comprehensive review on protection challenges and fault diagnosis in PV systems

TL;DR: An in depth analysis of various fault occurrences, protection challenges and ramifications due to undetected faults in PV systems is carried out.
Journal ArticleDOI

Fault detection and monitoring systems for photovoltaic installations: A review

TL;DR: There are several photovoltaic monitoring strategies based on the output of the plant and its nature as discussed by the authors, which can be performed locally on site or remotely. But, given the evolution of PV installations, more advanced monitoring techniques are continuously under investigation.
Journal ArticleDOI

A comprehensive study on different types of faults and detection techniques for solar photovoltaic system

TL;DR: This paper provides a comprehensive review of popular fault detection techniques, addressing all major types of faults in PV systems, and proposes a new fault detection technique to identify the type and location (module level) of a fault.
Journal ArticleDOI

An enhanced machine learning based approach for failures detection and diagnosis of PV systems

TL;DR: The obtained results have demonstrated the high efficiency of the proposed method to detect and diagnose DC side anomalies for both noiseless and noisy data cases.
References
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Book

Fuzzy sets

TL;DR: A separation theorem for convex fuzzy sets is proved without requiring that the fuzzy sets be disjoint.
BookDOI

Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control and Artificial Intelligence

TL;DR: Initially applying his concepts to simply defined artificial systems with limited numbers of parameters, Holland goes on to explore their use in the study of a wide range of complex, naturally occuring processes, concentrating on systems having multiple factors that interact in nonlinear ways.
Journal ArticleDOI

Giant magnetoresistance of (001)Fe/(001)Cr magnetic superlattices.

TL;DR: This work ascribes this giant magnetoresistance of (001)Fe/(001)Cr superlattices prepared by molecularbeam epitaxy to spin-dependent transmission of the conduction electrons between Fe layers through Cr layers.
Journal ArticleDOI

Application of fuzzy algorithms for control of simple dynamic plant

TL;DR: In this article, the authors describe a scheme in which a fuzzy algorithm is used to control plant, in this case, a laboratory-built steam engine, implemented as an interpreter of a set of rules expressed as fuzzy conditional statements.
Journal ArticleDOI

Enhanced magnetoresistance in layered magnetic structures with antiferromagnetic interlayer exchange

TL;DR: The electrical resistivity of Fe-Cr-Fe layers with antiferromagnetic interlayer exchange increases when the magnetizations of the Fe layers are aligned antiparallel, much stronger than the usual anisotropic magnetoresistance.
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