Graph-Based Semi-supervised Learning for Fault Detection and Classification in Solar Photovoltaic Arrays

Ye Zhao; Roy Ball; Jerry Mosesian; Jean-Francois de Palma; Brad Lehman

doi:10.1109/tpel.2014.2364203

Graph-Based Semi-supervised Learning for Fault Detection and Classification in Solar Photovoltaic Arrays

IEEE Transactions on Power Electronics ◽

10.1109/tpel.2014.2364203 ◽

2015 ◽

Vol 30 (5) ◽

pp. 2848-2858 ◽

Cited By ~ 99

Author(s):

Ye Zhao ◽

Roy Ball ◽

Jerry Mosesian ◽

Jean-Francois de Palma ◽

Brad Lehman

Keyword(s):

Fault Detection ◽

Supervised Learning ◽

Solar Photovoltaic ◽

Photovoltaic Arrays ◽

Fault Detection And Classification

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Graph-based semi-supervised learning for fault detection and classification in solar photovoltaic arrays

2013 IEEE Energy Conversion Congress and Exposition ◽

10.1109/ecce.2013.6646901 ◽

2013 ◽

Cited By ~ 6

Author(s):

Ye Zhao ◽

Brad Lehman ◽

Roy Ball ◽

Jean-Francois de Palma

Keyword(s):

Fault Detection ◽

Supervised Learning ◽

Solar Photovoltaic ◽

Photovoltaic Arrays ◽

Fault Detection And Classification

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Decision tree-based fault detection and classification in solar photovoltaic arrays

2012 Twenty-Seventh Annual IEEE Applied Power Electronics Conference and Exposition (APEC) ◽

10.1109/apec.2012.6165803 ◽

2012 ◽

Cited By ~ 74

Author(s):

Ye Zhao ◽

Ling Yang ◽

Brad Lehman ◽

Jean-Francois de Palma ◽

Jerry Mosesian ◽

...

Keyword(s):

Fault Detection ◽

Decision Tree ◽

Solar Photovoltaic ◽

Photovoltaic Arrays ◽

Fault Detection And Classification

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Discriminative common vector in sufficient data Case: A fault detection and classification application on photovoltaic arrays

Engineering Science and Technology an International Journal ◽

10.1016/j.jestch.2021.02.017 ◽

2021 ◽

Author(s):

Yasemin Onal ◽

Umit Cigdem Turhal

Keyword(s):

Fault Detection ◽

Sufficient Data ◽

Photovoltaic Arrays ◽

Fault Detection And Classification

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Data Incremental Learning for Fault Detection and Classification in Photovoltaic Arrays

10.1109/sdemped51010.2021.9605559 ◽

2021 ◽

Author(s):

Hamood-Ur-Rehman ◽

Basit Ali ◽

Mazhar Javed

Keyword(s):

Fault Detection ◽

Incremental Learning ◽

Photovoltaic Arrays ◽

Fault Detection And Classification

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Fault Detection and Localization in Solar Photovoltaic Arrays Framework: Hybrid Methods of Data-Analysis and a Network of Voltage-Current Sensors

2018 IEEE International Conference on Electro/Information Technology (EIT) ◽

10.1109/eit.2018.8500264 ◽

2018 ◽

Cited By ~ 2

Author(s):

Masoud Alajmi ◽

Osama Aljasem ◽

Niaz Ali ◽

Adnan Alqurashi ◽

Ikhlas Abdel-Qader

Keyword(s):

Data Analysis ◽

Fault Detection ◽

Hybrid Methods ◽

Solar Photovoltaic ◽

Photovoltaic Arrays ◽

Current Sensors ◽

Detection And Localization

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Outlier detection rules for fault detection in solar photovoltaic arrays

2013 Twenty-Eighth Annual IEEE Applied Power Electronics Conference and Exposition (APEC) ◽

10.1109/apec.2013.6520712 ◽

2013 ◽

Cited By ~ 50

Author(s):

Ye Zhao ◽

Brad Lehman ◽

Roy Ball ◽

Jerry Mosesian ◽

Jean-Francois de Palma

Keyword(s):

Fault Detection ◽

Outlier Detection ◽

Solar Photovoltaic ◽

Photovoltaic Arrays

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Fault detection, classification and protection in solar photovoltaic arrays

10.17760/d20195700 ◽

2015 ◽

Author(s):

Ye Zhao

Keyword(s):

Fault Detection ◽

Solar Photovoltaic ◽

Photovoltaic Arrays

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Fault detection and localization in solar photovoltaic arrays using the current-voltage sensing framework

2016 IEEE International Conference on Electro Information Technology (EIT) ◽

10.1109/eit.2016.7535257 ◽

2016 ◽

Cited By ~ 4

Author(s):

Masoud Alajmi ◽

Ikhlas Abdel-Qader

Keyword(s):

Fault Detection ◽

Solar Photovoltaic ◽

Voltage Sensing ◽

Photovoltaic Arrays ◽

Current Voltage ◽

Detection And Localization

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Fault detection and classification for complex processes using semi-supervised learning algorithm

Chemometrics and Intelligent Laboratory Systems ◽

10.1016/j.chemolab.2015.10.019 ◽

2015 ◽

Vol 149 ◽

pp. 24-32 ◽

Cited By ~ 8

Author(s):

Xiaogang Wang ◽

Haichao Feng ◽

Yunpeng Fan

Keyword(s):

Fault Detection ◽

Supervised Learning ◽

Learning Algorithm ◽

Complex Processes ◽

Fault Detection And Classification

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A Multi-Start Greedy Algorithm for Optimal Reconfiguration of Solar Photovoltaic Arrays for Maximum Power Output in Real-Time Application

International Review of Electrical Engineering (IREE) ◽

10.15866/iree.v12i5.12763 ◽

2017 ◽

Vol 12 (5) ◽

pp. 431

Author(s):

Mabel Usunobun Olanipekun ◽

Josiah L. Munda ◽

Yskandar Hamam

Keyword(s):

Real Time ◽

Greedy Algorithm ◽

Power Output ◽

Maximum Power ◽

Solar Photovoltaic ◽

Maximum Power Output ◽

Photovoltaic Arrays ◽

Optimal Reconfiguration ◽

Real Time Application

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