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
AutoGIS-driven solar pond site selection for water treatment in Africa aligned with the NEXUS framework

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Experimental performance comparison of Ducted and Freestream hydrokinetic turbines

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Solar water pumping: Experimental evaluation of the Buck converter effect under low irradiance conditions

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Integrating predictive and hybrid Machine Learning approaches for optimizing solar still performance: A comprehensive review

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Design of an Efficient MPPT Topology Based on a Grey Wolf Optimizer-Particle Swarm Optimization (GWO-PSO) Algorithm for a Grid-Tied Solar Inverter Under Variable Rapid-Change Irradiance

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Innovative water-cooling system for enhanced energy efficiency in photovoltaic-thermal system

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Enhanced solar cascade utilization: Photocatalytic PV/T and PV-TEG/T systems for energy output and clean air

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Optimal tilt angles for bifacial photovoltaic plants across Europe based on cumulative sky and Typical Meteorological Year data

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A photovoltaic power forecasting framework based on Attention mechanism and parallel prediction architecture

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Understanding the synergy of energy storage and renewables in decarbonization via random forest-based explainable AI

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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 421 FWCI29.714

Daily energy expenditure through the human life course

article Full Text OpenAlex 410 FWCI105.191

Prediction of solar energy guided by pearson correlation using machine learning

article Full Text OpenAlex 399 FWCI38.791

A novel genetic LSTM model for wind power forecast

article Full Text OpenAlex 367 FWCI26.59

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

article Full Text OpenAlex 350 FWCI27.45

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

article Full Text OpenAlex 323 FWCI13.518

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

article Full Text OpenAlex 320 FWCI22.746

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

article Full Text OpenAlex 300 FWCI74.06

A global inventory of photovoltaic solar energy generating units

article Full Text OpenAlex 297 FWCI27.486

Deep learning models for solar irradiance forecasting: A comprehensive review

review Full Text OpenAlex 288 FWCI6.032