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Short-Term Prediction of Photovoltaic Power Based on Improved CNN-LSTM and Cascading Learning

Feng Guo, Chen Yang, D.S. Xia, Jingxiang Xu

2025Energy Engineering8 citationsDOIOpen Access PDF

Abstract

Short-term photovoltaic (PV) power forecasting plays a crucial role in enhancing the stability and reliability of power grid scheduling. To address the challenges posed by complex environmental variables and difficulties in m... | Find, read and cite all the research you need on Tech Science Press

Topics & Concepts

Photovoltaic systemTerm (time)Power (physics)Computer scienceArtificial intelligenceEngineeringElectrical engineeringPhysicsQuantum mechanicsSmart Grid and Power SystemsAdvanced Algorithms and ApplicationsPower Systems and Renewable Energy