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Applied Energy2024引用: 228
Solar energy status in the world: A comprehensive review论文
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Accurate one step and multistep forecasting of very short-term PV power using LSTM-TCN model论文
Renewable Energy2023引用: 321
CNN-LSTM: An efficient hybrid deep learning architecture for predicting short-term photovoltaic power production论文
Electric Power Systems Research2022引用: 377
Review of cooling techniques used to enhance the efficiency of photovoltaic power systems论文
Environmental Science and Pollution Research2022引用: 244
Comparison of machine learning methods for photovoltaic power forecasting based on numerical weather prediction论文
Renewable and Sustainable Energy Reviews2022引用: 410
An Efficient Fuzzy-Logic Based Variable-Step Incremental Conductance MPPT Method for Grid-Connected PV Systems论文
IEEE Access2021引用: 251
Deep learning models for solar irradiance forecasting: A comprehensive review论文
Journal of Cleaner Production2021引用: 405
Prediction of solar energy guided by pearson correlation using machine learning论文
Energy2021引用: 534
An integrated framework of Bi-directional long-short term memory (BiLSTM) based on sine cosine algorithm for hourly solar radiation forecasting论文
Energy2021引用: 316
Short-term self consumption PV plant power production forecasts based on hybrid CNN-LSTM, ConvLSTM models论文
Renewable Energy2021引用: 257
Improved solar photovoltaic energy generation forecast using deep learning-based ensemble stacking approach论文
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Deep learning based forecasting of photovoltaic power generation by incorporating domain knowledge论文
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A state-of-the-art differential evolution algorithm for parameter estimation of solar photovoltaic models论文
Energy Conversion and Management2021引用: 244
A review on global solar radiation prediction with machine learning models in a comprehensive perspective论文
Energy Conversion and Management2021引用: 237
Long short term memory–convolutional neural network based deep hybrid approach for solar irradiance forecasting论文
Applied Energy2021引用: 267
Day-ahead hourly photovoltaic power forecasting using attention-based CNN-LSTM neural network embedded with multiple relevant and target variables prediction pattern论文
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A Review of the Degradation of Photovoltaic Modules for Life Expectancy论文
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Deep learning neural networks for short-term photovoltaic power forecasting论文
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A Novel Convolutional Neural Network-Based Approach for Fault Classification in Photovoltaic Arrays论文
IEEE Access2020引用: 238
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