CT-NET: A Novel Convolutional Transformer-Based Network for Short-Term Solar Energy Forecasting Using Climatic Information
Muhammad Munsif, Fath U Min Ullah, Samee U. Khan, Noman Khan, Sung Wook Baik
Abstract
Photovoltaic (PV) systems are environmentally friendly, generate green energy, and receive support from policies and organizations. However, weather fluctuations make large-scale PV power integration and management challengin... | Find, read and cite all the research you need on Tech Science Press
Topics & Concepts
Mean squared errorMean absolute percentage errorComputer sciencePhotovoltaic systemData miningConvolutional neural networkArtificial intelligenceArtificial neural networkStatisticsMathematicsEngineeringElectrical engineeringEnergy Load and Power ForecastingSolar Radiation and PhotovoltaicsPhotovoltaic System Optimization Techniques