A Combined Approach for Model-Based PV Power Plant Failure Detection and Diagnostic
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- A. Sayed & M. El-Shimy & M. El-Metwally & M. Elshahed, 2019. "Reliability, Availability and Maintainability Analysis for Grid-Connected Solar Photovoltaic Systems," Energies, MDPI, vol. 12(7), pages 1-18, March.
- Alexander Frick & George Makrides & Markus Schubert & Matthias Schlecht & George E. Georghiou, 2020. "Degradation Rate Location Dependency of Photovoltaic Systems," Energies, MDPI, vol. 13(24), pages 1-20, December.
- Sufyan Samara & Emad Natsheh, 2020. "Intelligent PV Panels Fault Diagnosis Method Based on NARX Network and Linguistic Fuzzy Rule-Based Systems," Sustainability, MDPI, vol. 12(5), pages 1-20, March.
- Mühleisen, W. & Hirschl, C. & Brantegger, G. & Neumaier, L. & Spielberger, M. & Sonnleitner, H. & Kubicek, B. & Ujvari, G. & Ebner, R. & Schwark, M. & Eder, G.C. & Voronko, Y. & Knöbl, K. & Stoicescu,, 2019. "Scientific and economic comparison of outdoor characterisation methods for photovoltaic power plants," Renewable Energy, Elsevier, vol. 134(C), pages 321-329.
- Tingting Pei & Xiaohong Hao, 2019. "A Fault Detection Method for Photovoltaic Systems Based on Voltage and Current Observation and Evaluation," Energies, MDPI, vol. 12(9), pages 1-16, May.
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- Ding, Liping & Zhang, Zumeng & Dai, Qiyao & Zhu, Yuxuan & Shi, Yin, 2023. "Alternative operational modes for Chinese PV poverty alleviation power stations: Economic impacts on stakeholders," Utilities Policy, Elsevier, vol. 82(C).
- Bilal Taghezouit & Fouzi Harrou & Cherif Larbes & Ying Sun & Smail Semaoui & Amar Hadj Arab & Salim Bouchakour, 2022. "Intelligent Monitoring of Photovoltaic Systems via Simplicial Empirical Models and Performance Loss Rate Evaluation under LabVIEW: A Case Study," Energies, MDPI, vol. 15(21), pages 1-30, October.
- Joong-Woo Shin & Kwang-Hoon Yoon & Hui-Seok Chai & Jae-Chul Kim, 2022. "Reliability-Centered Maintenance Scheduling of Photovoltaic Components According to Failure Effects," Energies, MDPI, vol. 15(7), pages 1-15, March.
- Fausto Pedro García Márquez, 2022. "Maintenance Management in Solar Energy Systems," Energies, MDPI, vol. 15(10), pages 1-3, May.
- Abdulla, Hind & Sleptchenko, Andrei & Nayfeh, Ammar, 2024. "Photovoltaic systems operation and maintenance: A review and future directions," Renewable and Sustainable Energy Reviews, Elsevier, vol. 195(C).
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Keywords
PV system; failure detection; failure diagnostic; operation and maintenance; predictive- and reliability-based maintenance; model-based state detection; physical model; one-diode model; statistical model; virtual sensors;All these keywords.
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