@incollection{, 93EF9967935B523399B2495715357701 , author={{MahmoudDhimish} and {VioletaHolmes} and {BruceMehrdadi} and {University of Huddersfield}}, journal={{Global Journal of Researches in Engineering}}, journal={{GJRE}}2249-45960975-586110.34257/gjre, address={Cambridge, United States}, publisher={Global Journals Organisation}1753344 } @incollection{b0, , title={{Temperature and wind speed impact on the efficiency of PV installations. Experience obtained from outdoor measurements in Greece}} , author={{ JKKaldellis } and { MKapsali } and { KAKavadias }} , journal={{Renewable Energy}} 66 , year={2014} } @incollection{b1, , title={{Spectral irradiance effects on the outdoor performance of photovoltaic modules}} , author={{ REke } and { TRBetts }} , journal={{Renewable and Sustainable Energy Reviews}} 69 , year={2017} } @incollection{b2, , title={{Fault detection algorithm for grid-connected photovoltaic plants}} , author={{ MDhimish } and { VHolmes }} , journal={{Solar Energy}} 137 , year={2016} } @incollection{b3, , title={{Experimental study on the effect of dust deposition on solar photovoltaic panels in desert environment}} , author={{ MSaidan } and { AGAlbaali } and { EAlasis } and { JKKaldellis }} , journal={{Renewable Energy}} 92 , year={2016} } @incollection{b4, , title={{On the investigation of photovoltaic output power reduction due to dust accumulation and weather conditions}} , author={{ MARamli } and { EPrasetyono } and { RWWicaksana } and { NAWindarko } and { KSedraoui } and { YAAl-Turki }} , journal={{Renewable Energy}} 99 , year={2016} } @incollection{b5, , title={{The Impact of Cracks on Photovoltaic Power Performance}} , author={{ MDhimish } and { VHolmes } and { BMehrdadi } and { MDales }} , journal={{Journal of Science: Advanced Materials and Devices}} , year={2017} } @incollection{b6, , title={{Snail trails and cell microcrack impact on PV module maximum power and energy production}} , author={{ ADolara } and { GCLazaroiu } and { SLeva } and { GManzolini } and { LVotta }} , journal={{IEEE Journal of Photovoltaics}} 6 5 , year={2016} } @incollection{b7, , title={{The effect of micro cracks on photovoltaic output power: case study based on real time long term data measurements}} , author={{ MDhimish } and { VHolmes } and { MDales } and { BMehrdadi }} , journal={{Micro & Nano Letters}} , year={2017} } @incollection{b8, , title={{A comprehensive review of catastrophic faults in PV arrays: types, detection, and mitigation techniques}} , author={{ MKAlam } and { FKhan } and { JJohnson } and { JFlicker }} , journal={{IEEE Journal of Photovoltaics}} 5 3 , year={2015} } @incollection{b9, , title={{Faults and infrared thermographic diagnosis in operating c-Si photovoltaic modules: A review of research and future challenges}} , author={{ JATsanakas } and { LHa } and { CBuerhop }} , journal={{Renewable and Sustainable Energy Reviews}} 62 , year={2016} } @incollection{b10, , title={{Experimental studies of fault location in PV module strings}} , author={{ TTakashima } and { JYamaguchi } and { KOtani } and { TOozeki } and { KKato } and { MIshida }} , journal={{Solar Energy Materials and Solar Cells}} 93 6 , year={2009} } @incollection{b11, , title={{Fault detection in a photovoltaic plant by time domain reflectometry}} , author={{ LSchirone } and { FPCalifano } and { MPastena }} , booktitle={{Progress in Photovoltaics: Research and Applications}} , year={1994} 2 } @incollection{b12, , title={{Parallel fault detection algorithm for grid-connected photovoltaic plants}} , author={{ MDhimish } and { VHolmes } and { MDales }} , journal={{Renewable Energy}} 113 , year={2017} } @incollection{b13, , title={{New procedure for fault detection in grid connected PV systems based on the evaluation of current and voltage indicators}} , author={{ SSilvestre } and { MADa Silva } and { AChouder } and { DGuasch } and { EKaratepe }} , journal={{Energy Conversion and Management}} 86 , year={2014} } @incollection{b14, , title={{Descriptive and inferential statistics for supervising and monitoring the operation of PV plants}} , author={{ SVergura } and { GAcciani } and { VAmoruso } and { GEPatrono } and { FVacca }} , journal={{IEEE Transactions on Industrial Electronics}} 56 11 , year={2009} } @incollection{b15, , title={{Diagnosis of a power output lowering of PV array with a (-dI/dV)-V characteristic}} , author={{ MMiwa } and { SYamanaka } and { HKawamura } and { HOhno }} , booktitle={{Photovoltaic Energy Conversion, Conference Record of the 2006 IEEE 4th World Conference on}} , publisher={IEEE} , year={2006. May} 2 } @book{b16, , title={{Seven indicators variations for multiple PV array configurations under partial shading and faulty PV conditions}} , author={{ MDhimish } and { VHolmes } and { BMehrdadi } and { MDales } and { BChong } and { LZhang }} , year={2017} , note={Renewable Energy} } @incollection{b17, , title={{Output power variation of different PV array configurations during irradiance transitions caused by moving clouds}} , author={{ KLappalainen } and { SValkealahti }} , journal={{Applied Energy}} 190 , year={2017} } @incollection{b18, , title={{Experimental study on the effect of dust deposition on solar photovoltaic panels in desert environment}} , author={{ MSaidan } and { AGAlbaali } and { EAlasis } and { JKKaldellis }} , journal={{Renewable Energy}} 92 , year={2016} } @incollection{b19, , title={{On the investigation of photovoltaic output power reduction due to dust accumulation and weather conditions}} , author={{ MARamli } and { EPrasetyono } and { RWWicaksana } and { NAWindarko } and { KSedraoui } and { YAAl-Turki }} , journal={{Renewable Energy}} 99 , year={2016} } @book{b20, , title={{Diagnostic method for photovoltaic systems based on six layer detection algorithm}} , author={{ MDhimish } and { VHolmes } and { BMehrdadi } and { MDales }} , year={2017} 151 Electric Power Systems Research } @book{b21, , title={{Multi-Layer Photovoltaic Fault Detection Algorithm}} , author={{ MDhimish } and { VHolmes } and { BMehrdadi } and { MDales }} , year={2017} , note={High Voltage} } @incollection{b22, , title={{A Deep Learning Based Artificial Neural Network Approach for Intrusion Detection}} , author={{ SSRoy } and { AMallik } and { RGulati } and { MSObaidat } and { PVKrishna }} , booktitle={{International Conference on Mathematics and Computing}} Singapore , publisher={Springer} , year={2017. January} } @incollection{b23, , title={{Incremental Unsupervised Learning Algorithm for Power Fluctuation Event Detection in PV Grid-Tied Systems}} , author={{ KWKow } and { YWWong } and { RKRajkumar } and { RKRajkumar } and { DIsa }} , booktitle={{9th International Conference on Robotic, Vision, Signal Processing and Power Applications}} Singapore , publisher={Springer} , year={2017} } @book{b24, , title={{A method for detecting malfunctions in PV solar Year}} , author={{ FMallor } and { TLeĆ³n } and { LDe Boeck } and { SVan Gulck } and { MMeulders } and { BVan Der Meerssche }} , year={2017. 2017} } @incollection{b25, , title={{Detecting Defective Bypass Diodes in Photovoltaic Modules using Mamdani Fuzzy Logic System panels based on electricity production monitoring}} , journal={{Solar Energy}} 153 } @incollection{b26, , title={{An intelligent method for fault diagnosis in photovoltaic array}} , author={{ ZLi } and { YWang } and { DZhou } and { CWu }} , journal={{System Simulation and Scientific Computing}} , year={2012} } @incollection{b27, , title={{An intelligent system for detecting faults in photovoltaic fields}} , author={{ PDucange } and { MFazzolari } and { BLazzerini } and { FMarcelloni }} , booktitle={{Intelligent systems design and applications (ISDA), 2011 11th international conference on}} , publisher={IEEE} , year={2011. November} } @incollection{b28, , title={{Neuro-fuzzy fault detection method for photovoltaic systems}} , author={{ LBonsignore } and { MDavarifar } and { ARabhi } and { GMTina } and { AElhajjaji }} , journal={{Energy Procedia}} 62 , year={2014} } @incollection{b29, , title={{Fault detection algorithm for multiple GCPV array configurations}} , author={{ MDhimish } and { VHolmes } and { MDales } and { PMather } and { MSibley } and { BChong } and { LZhang }} , booktitle={{Power Tech}} , publisher={IEEE} , year={2017. June. 2017} } @book{b30, , title={{If (PVD is 0-FaultyBypassDiode) and (POCV is 0-FaultyBypassDiode) then}} , note={Output is 1} } @book{b31, , title={{If (PVD is 1-FaultyBypassDiode) and (POCV is 1-FaultyBypassDiode) then (Output is 2}} } @book{b32, , title={{If (PVD is 2-FaultyBypassDiodes) and (POCV is 2-FaultyBypassDiodes) then}} , note={Output is 3} } @book{b33, , title={{PVD is 3-FaultyBypassDiodes) and (PSCC is 0-10%PartialShading) then}} , author={{ If }} , note={Output is 4} } @book{b34, , title={{PVD is 3-FaultyBypassDiodes) and}} , author={{ If }} , note={PSCC is 10-20%PartialShading) then (Output is 5} } @book{b35, , title={{PVD is 3-FaultyBypassDiodes) and (PSCC is 20-30%PartialShading) then (Output is 6}} , author={{ If }} } @book{b36, , title={{PVD is 3-FaultyBypassDiodes) and (PSCC is 30-40%PartialShading) then}} , author={{ If }} , note={Output is 7} } @book{b37, , title={{PVD is 3-FaultyBypassDiodes) and (PSCC is 40-50%PartialShading) then}} , author={{ If }} , note={Output is 8} } @book{b38, , title={{PVD is 3-FaultyBypassDiodes) and (PSCC is 50-60%PartialShading) then}} , author={{ If }} , note={Output is 9} } @book{b39, , title={{PVD is 3-FaultyBypassDiodes) and (PSCC is 60-70%PartialShading) then (Output is 10}} , author={{ If }} } @book{b40, , title={{PVD is 3-FaultyBypassDiodes) and (PSCC is 70-80%PartialShading) then (Output is 11}} , author={{ If }} } @book{b41, , title={{PVD is 3-FaultyBypassDiodes) and (PSCC is 80-90%PartialShading) then}} , author={{ If }} , note={Output is 12} } @book{b42, , title={{PVD is 3-FaultyBypassDiodes) and (PSCC is 90-100%PartialShading) then (Output is 13}} , author={{ If }} }