专题:Solar Radiation and Photovoltaics

This cluster of papers focuses on the application of machine learning methods, particularly artificial neural networks, for forecasting solar radiation and photovoltaic power generation. It covers topics such as solar energy integration, grid-connected PV plant performance prediction, solar position algorithms, and GIS-based site selection for solar farms.
最新文献
A multifaceted experimental approach for enhancing solar distiller productivity: Nano-coated heat coil integrated with solar nanofluid collector, nano-coated absorber, nano-enhanced PCM, reflectors, and PV panels

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The TRGB−SBF Project. III. Refining the HST Surface Brightness Fluctuation Distance Scale Calibration with JWST

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Decision algorithms for solar panel selection using T-spherical fuzzy Sugeno-Weber triangular norms

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Residual adaptive input normalization for forecasting renewable energy generation in multiple countries

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Parallel Multi-Model Energy Demand Forecasting with Cloud Redundancy: Leveraging Trend Correction, Feature Selection, and Machine Learning

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Performance of a solar still combined with external energy storage and Fresnel lens concentrator

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A novel CNN-LSTM-based forecasting model for household electricity load by merging mode decomposition, self-attention and autoencoder

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A novel deep learning framework with artificial protozoa optimization-based adaptive environmental response for wind power prediction

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Amplify seasonality, prioritize meteorological: Strengthening seasonal correlation in photovoltaic forecasting with dual-layer hierarchical attention

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Rooftop and floating PV potential for sustainable energy in Pakistan: A national-scale assessment

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近5年高被引文献
A survey on deep learning methods for power load and renewable energy forecasting in smart microgrids

article Full Text OpenAlex 458 FWCI29.721

Daily energy expenditure through the human life course

article Full Text OpenAlex 422 FWCI16.389

Prediction of solar energy guided by pearson correlation using machine learning

article Full Text OpenAlex 414 FWCI38.844

A novel genetic LSTM model for wind power forecast

article Full Text OpenAlex 390 FWCI26.597

SmaAt-UNet: Precipitation nowcasting using a small attention-UNet architecture

article Full Text OpenAlex 370 FWCI27.425

Kepler optimization algorithm: A new metaheuristic algorithm inspired by Kepler’s laws of planetary motion

article Full Text OpenAlex 350 FWCI74.221

Short-term offshore wind speed forecast by seasonal ARIMA - A comparison against GRU and LSTM

article Full Text OpenAlex 336 FWCI22.751

All‐Cold Evaporation under One Sun with Zero Energy Loss by Using a Heatsink Inspired Solar Evaporator

article Full Text OpenAlex 332 FWCI13.517

A global inventory of photovoltaic solar energy generating units

article Full Text OpenAlex 321 FWCI27.524

Deep learning models for solar irradiance forecasting: A comprehensive review

review Full Text OpenAlex 304 FWCI6.037