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A PV power interval forecasting based on seasonal model and nonparametric estimation algorithm

Solar energy, 2019-05, Vol.184, p.515-526

2019

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A Power Prediction Method for Photovoltaic Power Plant Based on Wavelet Decomposition and Artificial Neural Networks

Energies (Basel), 2016-01, Vol.9 (1), p.11-11

2016

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A New PV Array Fault Diagnosis Method Using Fuzzy C-Mean Clustering and Fuzzy Membership Algorithm

Energies (Basel), 2018-01, Vol.11 (1), p.238

2018

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An Improved Forecasting Method for Photovoltaic Power Based on Adaptive BP Neural Network with a Scrolling Time Window

Energies (Basel), 2017-10, Vol.10 (10), p.1542

2017

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Deep‐learning–based method for faults classification of PV system

IET renewable power generation, 2021-01, Vol.15 (1), p.193-205

2021

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An FCM based weather type classification method considering photovoltaic output and meteorological characteristics and its application in power interval forecasting

IET renewable power generation, 2024-02, Vol.18 (2), p.238-260

2024

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Short-term photovoltaic power forecasting method based on irradiance correction and error forecasting

Energy reports, 2021-11, Vol.7, p.5495-5509

2021

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A Seasonal Model Using Optimized Multi-Layer Neural Networks to Forecast Power Output of PV Plants

Energies (Basel), 2018-02, Vol.11 (2), p.326

2018

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A novel soft sensing method using intelligent modeling method for solar irradiance and temperature in distributed PV power plant

Energy science & engineering, 2024-03, Vol.12 (3), p.1041-1058

2024

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Dynamic probability modeling of photovoltaic strings and its application in fault diagnosis

Energy reports, 2022-11, Vol.8, p.6270-6279

2022

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Fault detection and diagnosis of photovoltaic system using fuzzy logic control

E3S Web of Conferences, 2019, Vol.107, p.2001

2019

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Status evaluation method for arrays in large-scale photovoltaic power stations based on extreme learning machine and k-means

Energy reports, 2021-11, Vol.7, p.2484-2492

2021

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Research on Parameter Distribution Features of Photovoltaic Array under the Cover and Shadow Shading Conditions

International journal of photoenergy, 2018-01, Vol.2018, p.1-14

2018

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Outlier data mining method considering the output distribution characteristics for photovoltaic arrays and its application

Energy reports, 2020-11, Vol.6, p.2345-2357

2020

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Hybrid Power Forecasting Model for Photovoltaic Plants Based on Neural Network with Air Quality Index

International journal of photoenergy, 2017-01, Vol.2017, p.1-9

2017

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Photovoltaic Failure Diagnosis using Sequential Probabilistic Neural Network Model

IEEE access, 2020-01, Vol.8, p.1-1

2020

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Fault diagnosis approach for photovoltaic arrays based on unsupervised sample clustering and probabilistic neural network model

Solar energy, 2018-12, Vol.176, p.395-405

2018

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Online Modelling and Calculation for Operating Temperature of Silicon-Based PV Modules Based on BP-ANN

International journal of photoenergy, 2017-01, Vol.2017, p.1-13

2017

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Quad-kernel deep convolutional neural network for intra-hour photovoltaic power forecasting

Applied energy, 2022-10, Vol.323, p.119682, Article 119682

2022

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Adaptive Confidence Boundary Modeling of Wind Turbine Power Curve Using SCADA Data and Its Application

IEEE transactions on sustainable energy, 2019-07, Vol.10 (3), p.1330-1341

2019

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Uncertainty analysis based on non-parametric statistical modelling method for photovoltaic array output and its application in fault diagnosis

Solar energy, 2021-09, Vol.225, p.831-841

2021

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Research on output distribution modeling of photovoltaic modules based on kernel density estimation method and its application in anomaly identification

Solar energy, 2022-03, Vol.235, p.1-11

2022

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Probability modeling for PV array output interval and its application in fault diagnosis

Energy (Oxford), 2019-12, Vol.189, p.116248, Article 116248

2019

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A novel non-iterative correction method for short-term photovoltaic power forecasting

Renewable energy, 2020-10, Vol.159, p.23-32

2020

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Effects of nanoplastics on microalgae and their trophic transfer along the food chain: recent advances and perspectives

Environmental science--processes & impacts, 2021-12, Vol.23 (12), p.1873-1883

2021

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A PV power interval forecasting based on seasonal model and nonparametric estimation algorithm

A Power Prediction Method for Photovoltaic Power Plant Based on Wavelet Decomposition and Artificial Neural Networks

A New PV Array Fault Diagnosis Method Using Fuzzy C-Mean Clustering and Fuzzy Membership Algorithm

An Improved Forecasting Method for Photovoltaic Power Based on Adaptive BP Neural Network with a Scrolling Time Window

Deep‐learning–based method for faults classification of PV system

An FCM based weather type classification method considering photovoltaic output and meteorological characteristics and its application in power interval forecasting

Short-term photovoltaic power forecasting method based on irradiance correction and error forecasting

A Seasonal Model Using Optimized Multi-Layer Neural Networks to Forecast Power Output of PV Plants

A novel soft sensing method using intelligent modeling method for solar irradiance and temperature in distributed PV power plant

Dynamic probability modeling of photovoltaic strings and its application in fault diagnosis

Fault detection and diagnosis of photovoltaic system using fuzzy logic control

Status evaluation method for arrays in large-scale photovoltaic power stations based on extreme learning machine and k-means

Research on Parameter Distribution Features of Photovoltaic Array under the Cover and Shadow Shading Conditions

Outlier data mining method considering the output distribution characteristics for photovoltaic arrays and its application

Hybrid Power Forecasting Model for Photovoltaic Plants Based on Neural Network with Air Quality Index

Photovoltaic Failure Diagnosis using Sequential Probabilistic Neural Network Model

Fault diagnosis approach for photovoltaic arrays based on unsupervised sample clustering and probabilistic neural network model

Online Modelling and Calculation for Operating Temperature of Silicon-Based PV Modules Based on BP-ANN

Quad-kernel deep convolutional neural network for intra-hour photovoltaic power forecasting

Adaptive Confidence Boundary Modeling of Wind Turbine Power Curve Using SCADA Data and Its Application

Uncertainty analysis based on non-parametric statistical modelling method for photovoltaic array output and its application in fault diagnosis

Research on output distribution modeling of photovoltaic modules based on kernel density estimation method and its application in anomaly identification

Probability modeling for PV array output interval and its application in fault diagnosis

A novel non-iterative correction method for short-term photovoltaic power forecasting

Effects of nanoplastics on microalgae and their trophic transfer along the food chain: recent advances and perspectives

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