Concepedia

Feature extraction and fault diagnosis of photovoltaic array based on current–voltage conversion

Kun Ding, Xiang Chen, Meng Jiang, Hang Yang, Xihui Chen, Jingwei Zhang, Ruiguang Gao, Liu Cui

Applied Energy · 2023 · 43 citations · 46 references

Concepts

EngineeringElectrical EngineeringPower ElectronicsRenewable Energy SystemsSemiconductor DevicesFault DetectionFault DiagnosisFeature ExtractionPhotovoltaic DevicesSolar CellsSolar Energy SystemsCurrent-to-voltage ConversionCurrent-voltage RelationsCurrent-voltage RelationshipFault Diagnosis In Power ConvertersPhotovoltaic Fault DiagnosisPhotovoltaic InvertersPhotovoltaic SystemsVoltage-to-current Conversion

References

46

A performance-guided JAYA algorithm for parameters identification of photovoltaic cell and module

Kunjie Yu, Boyang Qu, Caitong Yue et al. · Applied Energy · 2019 · 449 citations

Engineering, Electrical Engineering, Design Optimization +15

Intelligent fault diagnosis of photovoltaic arrays based on optimized kernel extreme learning machine and I-V characteristics

Zhicong Chen, Lijun Wu, Shuying Cheng et al. · Applied Energy · 2017 · 348 citations

Computing, Computer Science, Machine Learning +16

A comprehensive survey on recent metaheuristics for feature selection

Tansel Dökeroğlu, Ayça Deniz, Hakan Ezgi Kızılöz · Neurocomputing · 2022 · 337 citations

Computing, Computer Science, Data Mining +15

A machine learning framework to identify the hotspot in photovoltaic module using infrared thermography

Muhammad Umair Ali, Hafiz Farhaj Khan, Manzar Masud et al. · Solar Energy · 2020 · 210 citations

Computing, Computational Engineering, Computer Science +14

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

Elyes Garoudja, Aissa Chouder, Kamel Kara et al. · Energy Conversion and Management · 2017 · 187 citations · Full text

Computing, Computer Science, Machine Learning +15