Fault detection of photovoltaic array based on Grubbs criterion and local outlier factor

Study of joint temporal-spatial distribution of array output for large-scale photovoltaic plant and its fault diagnosis application

(2019) Honglu Zhu et al.   SOLAR ENERGY

Accurate modeling of photovoltaic modules using a 1-D deep residual network based on I-V characteristics

(2019) Zhicong Chen et al.   ENERGY CONVERSION AND MANAGEMENT

Improved $k$NN-Based Monitoring Schemes for Detecting Faults in PV Systems

(2019) Fouzi Harrou et al.   IEEE Journal of Photovoltaics

Fault-Diagnosis Architecture for Large-Scale Photovoltaic Power Plants That Does Not Require Additional Sensors

(2019) Tohru Kohno et al.   IEEE Journal of Photovoltaics

Online reduced kernel GLRT technique for improved fault detection in photovoltaic systems

(2019) R. Fezai et al.   ENERGY

Development of Photovoltaic abnormal condition detection system using combined regression and Support Vector Machine

(2019) Fauzan Hanif Jufri et al.   ENERGY

Fault diagnosis for photovoltaic array based on convolutional neural network and electrical time series graph

(2019) Xiaoyang Lu et al.   ENERGY CONVERSION AND MANAGEMENT

Simple and efficient approach to detect and diagnose electrical faults and partial shading in photovoltaic systems

(2019) Y. Chaibi et al.   ENERGY CONVERSION AND MANAGEMENT

Deep residual network based fault detection and diagnosis of photovoltaic arrays using current-voltage curves and ambient conditions

(2019) Zhicong Chen et al.   ENERGY CONVERSION AND MANAGEMENT

A fault diagnosis method for photovoltaic arrays based on fault parameters identification

(2019) Yuanliang Li et al.   RENEWABLE ENERGY

Fault detection and monitoring systems for photovoltaic installations: A review

(2018) Asma Triki-Lahiani et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Fault detection and diagnosis methods for photovoltaic systems: A review

(2018) A. Mellit et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Multiclass adaptive neuro-fuzzy classifier and feature selection techniques for photovoltaic array fault detection and classification

(2018) A. Belaout et al.   RENEWABLE ENERGY

Experimental investigation of observed defects in crystalline silicon PV modules under outdoor hot dry climatic conditions in Algeria

(2018) Ahmed Bouraiou et al.   SOLAR ENERGY

Local outlier factor-based fault detection and evaluation of photovoltaic system

(2018) Hanxiang Ding et al.   SOLAR ENERGY

Online Fault Detection and Diagnosis in Photovoltaic Systems Using Wavelet Packets

(2018) B. Pradeep Kumar et al.   IEEE Journal of Photovoltaics

Modified cell averaging CFAR detector based on Grubbs criterion in nonhomogeneous background

(2018) Junhao Xie et al.   IET Radar Sonar and Navigation

Robust and flexible strategy for fault detection in grid-connected photovoltaic systems

(2018) Fouzi Harrou et al.   ENERGY CONVERSION AND MANAGEMENT

Random forest based intelligent fault diagnosis for PV arrays using array voltage and string currents

(2018) Zhicong Chen et al.   ENERGY CONVERSION AND MANAGEMENT

Fault diagnosis approach for photovoltaic arrays based on unsupervised sample clustering and probabilistic neural network model

(2018) Honglu Zhu et al.   SOLAR ENERGY

PV shading fault detection and classification based on I-V curve using principal component analysis: Application to isolated PV system

(2018) S. Fadhel et al.   SOLAR ENERGY

An MPPT-Based Sensorless Line–Line and Line–Ground Fault Detection Technique for PV Systems

(2018) Dhanup S. Pillai et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS

A non-parameter outlier detection algorithm based on Natural Neighbor

(2016) Jinlong Huang et al.   KNOWLEDGE-BASED SYSTEMS

Faults and infrared thermographic diagnosis in operating c-Si photovoltaic modules: A review of research and future challenges

(2016) John A. Tsanakas et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A novel fault diagnosis technique for photovoltaic systems based on artificial neural networks

(2016) W. Chine et al.   RENEWABLE ENERGY

Photoluminescence and infrared spectroscopy for the study of defects in silicon for photovoltaic applications

(2014) Simona Binetti et al.   SOLAR ENERGY MATERIALS AND SOLAR CELLS

A MATLAB-Simulink-Based PV Module Model and Its Application Under Conditions of Nonuniform Irradiance

(2012) Kun Ding et al.   IEEE TRANSACTIONS ON ENERGY CONVERSION