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A Dilation and Erosion-Based Clustering Approach for Fault Diagnosis of Photovoltaic Arrays

https://doi.org/10.1109/jsen.2019.2896236
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/pip.860openalex-snapshot
Disconnection detection using earth capacitance measurement in photovoltaic module string
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Digital image processing
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A comparison between BNN and regression polynomial methods for the evaluation of the effect of soiling in large scale photovoltaic plants
inferredcites →https://doi.org/10.1016/j.apenergy.2016.11.111openalex-snapshot
Deep learning based ensemble approach for probabilistic wind power forecasting
inferredcites →https://doi.org/10.1016/j.egypro.2015.12.179openalex-snapshot
Development of Models for On-line Diagnostic and Energy Assessment Analysis of PV Power Plants: The Study Case of 1 MW Sicilian PV Plant
inferredcites →https://doi.org/10.1016/j.enconman.2010.02.025openalex-snapshot
Automatic supervision and fault detection of PV systems based on power losses analysis
inferredcites →https://doi.org/10.1016/j.enconman.2014.05.008openalex-snapshot
New procedure for fault detection in grid connected PV systems based on the evaluation of current and voltage indicators
inferredcites →https://doi.org/10.1016/j.energy.2015.03.123openalex-snapshot
Analysis of current and voltage indicators in grid connected PV (photovoltaic) systems working in faulty and partial shading conditions
inferredcites →https://doi.org/10.1016/j.energy.2017.06.005openalex-snapshot
Online fault detection and the economic analysis of grid-connected photovoltaic systems
inferredcites →https://doi.org/10.1016/j.measurement.2017.03.017openalex-snapshot
A remote supervision fault diagnosis meter for photovoltaic power generation systems
inferredcites →https://doi.org/10.1016/s0031-3203(98)00120-4openalex-snapshot
Regulated morphological operations
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Use of acoustic classification of sidescan sonar data for mapping benthic habitat in the Northern Channel Islands, California
inferredcites →https://doi.org/10.1049/joe.2017.0567openalex-snapshot
Fault diagnosis of PV array based on optimised BP neural network by improved adaptive genetic algorithm
inferredcites →https://doi.org/10.1063/1.4960410openalex-snapshot
Case of study: Photovoltaic faults recognition method based on data mining techniques
inferredcites →https://doi.org/10.1109/ecce.2013.6646814openalex-snapshot
PV ground-fault detection using spread spectrum time domain reflectometry (SSTDR)
inferredcites →https://doi.org/10.1109/iaeac.2017.8054253openalex-snapshot
Denoising and features extraction of distorted waveform based on mean-dilation operator and mean-erosion operator
inferredcites →https://doi.org/10.1109/jphotov.2018.2836986openalex-snapshot
Arc Fault Detection and Localization in Photovoltaic Systems Using Feature Distribution Maps of Parallel Capacitor Currents
inferredcites →https://doi.org/10.1109/tdmr.2014.2348195openalex-snapshot
Identifying PV Module Mismatch Faults by a Thermography-Based Temperature Distribution Analysis
inferredcites →https://doi.org/10.1109/tie.2012.2205355openalex-snapshot
Line–Line Fault Analysis and Protection Challenges in Solar Photovoltaic Arrays
inferredcites →https://doi.org/10.1109/tie.2015.2448066openalex-snapshot
Online Two-Section PV Array Fault Diagnosis With Optimized Voltage Sensor Locations
inferredcites →https://doi.org/10.1109/tie.2017.2703681openalex-snapshot
Line-to-Line Fault Detection for Photovoltaic Arrays Based on Multiresolution Signal Decomposition and Two-Stage Support Vector Machine
inferredcites →https://doi.org/10.1109/tpel.2014.2364203openalex-snapshot
Graph-Based Semi-supervised Learning for Fault Detection and Classification in Solar Photovoltaic Arrays
inferredcites →https://doi.org/10.1109/tsg.2015.2407868openalex-snapshot
Arc Fault and Flash Signal Analysis in DC Distribution Systems Using Wavelet Transformation
inferredcites →https://doi.org/10.1109/tsg.2016.2587244openalex-snapshot
Fault Detection for Photovoltaic Systems Based on Multi-Resolution Signal Decomposition and Fuzzy Inference Systems
inferredcites →https://doi.org/10.1109/wcpec.2006.279952openalex-snapshot
Experimental Studies of Failure Detection Methods in PV Module Strings
inferredcites →https://doi.org/10.1117/1.jpe.7.025501openalex-snapshot
Artificial neural network-based all-sky power estimation and fault detection in photovoltaic modules
inferredcites →https://doi.org/10.1155/2017/4903613openalex-snapshot
A Density Peak-Based Clustering Approach for Fault Diagnosis of Photovoltaic Arrays

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Semi-supervised fault detection and classification in photovoltaic arrays using a modified generative adversarial networks architecture
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Deep residual network based fault detection and diagnosis of photovoltaic arrays using current-voltage curves and ambient conditions
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Fault diagnosis model for photovoltaic array using a dual-channels convolutional neural network with a feature selection structure
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Accurate diagnosis of concurrent faults in photovoltaic systems using CONMI-based feature selection and Support vector machines
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Contrastive self-supervised temporal transformers with physics-guided regularisation for low-label photovoltaic array fault diagnosis
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SNCF-Net: Scale-aware neighborhood correlation feature network for hotspot defect detection of photovoltaic farms
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MRF based image stitching of electroplated diamond wire saw: For improving visual inspection accuracy of manufacturing quality
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Fault diagnosis of photovoltaic modules: A review
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A comprehensive review of fusion-based methods applied to photovoltaic fault diagnosis
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Statistical sensorless short-circuit fault detection algorithm for photovoltaic arrays
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A Survey of Machine Learning Applications in Renewable Energy Sources
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A Review on Image Processing Techniques for Fisheries Application
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Enhanced Spectral Ensemble Clustering for Fault Diagnosis: Application to Photovoltaic Systems
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Enhancing Concurrent Photovoltaic Fault Diagnosis Under Class Imbalance with Decision Tree Ensemble Methods
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The Application of Improved AdaBoost.M1-SVM on Rapid Assessment of Distribution Network Reliability
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A Comparative Study of Fault Diagnosis Methods of Photovoltaic Cells
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Photovoltaic Fault Diagnosis Via Semisupervised Ladder Network With String Voltage and Current Measures
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RCAG-Net: Residual Channelwise Attention Gate Network for Hot Spot Defect Detection of Photovoltaic Farms
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Design of Hybrid Artificial Bee Colony Algorithm and Semi-Supervised Extreme Learning Machine for PV Fault Diagnoses by Considering Dust Impact
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Novel Modeling Framework for PV Faults Under Partial Shading
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Fault Diagnosis and State Evaluation of Distributed Photovoltaic Systems in Microgrids
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