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Day-ahead photovoltaic power production forecasting methodology based on machine learning and statistical post-processing

Applied energy, 2020-06, Vol.268 (C), p.115023, Article 115023

2020

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Comparative Analysis of Machine Learning Models for Day-Ahead Photovoltaic Power Production Forecasting

Energies (Basel), 2021-02, Vol.14 (4), p.1081

2021

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Estimating the Performance Loss Rate of Photovoltaic Systems Using Time Series Change Point Analysis

Energies (Basel), 2023-04, Vol.16 (9), p.3724

2023

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Operation and Maintenance Decision Support System for Photovoltaic Systems

IEEE access, 2022, Vol.10, p.42481-42496

2022

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Switch Location Identification for Integrating a Distant Photovoltaic Array Into a Microgrid

IEEE access, 2022, Vol.10, p.57902-57913

2022

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Spectral Corrections Based on Air Mass, Aerosol Optical Depth, and Precipitable Water for CPV Performance Modeling

IEEE journal of photovoltaics, 2016-11, Vol.6 (6), p.1598-1604

2016

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Optimal development of location and technology independent machine learning photovoltaic performance predictive models

2019 IEEE 46th Photovoltaic Specialists Conference (PVSC), 2019, p.1270-1275

2019

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Recent advances in failure diagnosis techniques based on performance data analysis for grid-connected photovoltaic systems

Renewable energy, 2019-04, Vol.133, p.126-143

2019

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Spectral Correction of CPV Modules Equipped with GaInP/GaInAs/Ge Solar Cells and Fresnel Lenses

Applied sciences, 2017-08, Vol.7 (8), p.842

2017

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Modelling and experimental investigations of microcracks in crystalline silicon photovoltaics: A review

Renewable energy, 2020-01, Vol.145, p.2387-2408

2020

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Best practices for photovoltaic performance loss rate calculations

Progress in Energy, 2022-04, Vol.4 (2), p.22003

2022

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Markovian Reliability Analysis of Standalone Photovoltaic Systems Incorporating Repairs

IEEE journal of photovoltaics, 2014-01, Vol.4 (1), p.414-422

2014

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Electrical-thermal analysis of III–V triple-junction solar cells under variable spectra and ambient temperatures

Solar energy, 2015-08, Vol.118, p.533-546

2015

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Photovoltaic hotspots: A mitigation technique and its thermal cycle

Optik (Stuttgart), 2024-04, Vol.300 (C), p.171627, Article 171627

2024

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Data processing and quality verification for improved photovoltaic performance and reliability analytics

Progress in photovoltaics, 2021-02, Vol.29 (2), p.143-158

2021

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Open-source photovoltaic model pipeline validation against well-characterized system data

Progress in photovoltaics, 2023-12, Vol.32 (5)

2023

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Impact of duration and missing data on the long-term photovoltaic degradation rate estimation

Renewable energy, 2022-01, Vol.181, p.738-748

2022

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Five-year performance and reliability analysis of monocrystalline photovoltaic modules with different backsheet materials

Solar energy, 2018-09, Vol.171, p.491-499

2018

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Quantifying the impact of inverter clipping on photovoltaic performance and soiling losses

Renewable energy, 2024-05, Vol.225 (C), p.120317, Article 120317

2024

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Failure diagnosis and trend‐based performance losses routines for the detection and classification of incidents in large‐scale photovoltaic systems

Progress in photovoltaics, 2022-08, Vol.30 (8), p.921-937

2022

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A New Photovoltaic Module Efficiency Model for Energy Prediction and Rating

IEEE journal of photovoltaics, 2021-03, Vol.11 (2), p.527-534

2021

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The economic value of photovoltaic performance loss mitigation in electricity spot markets

Renewable energy, 2022-11, Vol.199, p.486-497

2022

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Photovoltaic cleaning frequency optimization under different degradation rate patterns

Renewable energy, 2020-04, Vol.166, p.136-146

2020

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Open‐source photovoltaic model pipeline validation against well‐characterized system data

Progress in photovoltaics, 2024-05, Vol.32 (5), p.291-303

2024

Volltextzugriff (PDF)

Best practices for photovoltaic performance loss rate calculations

Progress in Energy, 2022-04, Vol.4 (2)

2022

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Day-ahead photovoltaic power production forecasting methodology based on machine learning and statistical post-processing

Comparative Analysis of Machine Learning Models for Day-Ahead Photovoltaic Power Production Forecasting

Estimating the Performance Loss Rate of Photovoltaic Systems Using Time Series Change Point Analysis

Operation and Maintenance Decision Support System for Photovoltaic Systems

Switch Location Identification for Integrating a Distant Photovoltaic Array Into a Microgrid

Spectral Corrections Based on Air Mass, Aerosol Optical Depth, and Precipitable Water for CPV Performance Modeling

Optimal development of location and technology independent machine learning photovoltaic performance predictive models

Recent advances in failure diagnosis techniques based on performance data analysis for grid-connected photovoltaic systems

Spectral Correction of CPV Modules Equipped with GaInP/GaInAs/Ge Solar Cells and Fresnel Lenses

Modelling and experimental investigations of microcracks in crystalline silicon photovoltaics: A review

Best practices for photovoltaic performance loss rate calculations

Markovian Reliability Analysis of Standalone Photovoltaic Systems Incorporating Repairs

Electrical-thermal analysis of III–V triple-junction solar cells under variable spectra and ambient temperatures

Photovoltaic hotspots: A mitigation technique and its thermal cycle

Data processing and quality verification for improved photovoltaic performance and reliability analytics

Open-source photovoltaic model pipeline validation against well-characterized system data

Impact of duration and missing data on the long-term photovoltaic degradation rate estimation

Five-year performance and reliability analysis of monocrystalline photovoltaic modules with different backsheet materials

Quantifying the impact of inverter clipping on photovoltaic performance and soiling losses

Failure diagnosis and trend‐based performance losses routines for the detection and classification of incidents in large‐scale photovoltaic systems

A New Photovoltaic Module Efficiency Model for Energy Prediction and Rating

The economic value of photovoltaic performance loss mitigation in electricity spot markets

Photovoltaic cleaning frequency optimization under different degradation rate patterns

Open‐source photovoltaic model pipeline validation against well‐characterized system data

Best practices for photovoltaic performance loss rate calculations

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