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Hybrid Machine learning models for PV output prediction: Harnessing Random Forest and LSTM-RNN for sustainable energy management in aquaponic system

Tresna Dewi, Elsa Nurul Mardiyati, Pola Risma, Yurni Oktarina

2025Energy Conversion and Management45 citationsDOI

Topics & Concepts

Random forestAquaponicsSustainable energyEnergy (signal processing)Computer scienceArtificial intelligenceRecurrent neural networkMachine learningEnergy managementEngineeringArtificial neural networkRenewable energyMathematicsFisheryBiologyAquacultureElectrical engineeringFish <Actinopterygii>StatisticsSolar Radiation and PhotovoltaicsEnergy Harvesting in Wireless NetworksPhotovoltaic System Optimization Techniques