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

> Research article (Energy Conversion and Management, 2025) · cited 44× · AI/ML

**Wikidata**: [openalex:W4408075999](https://www.wikidata.org/wiki/openalex:W4408075999)  
**Source**: https://4ort.xyz/entity/hybrid-machine-learning-models-for-pv-output-prediction-harnessing-random-forest-and-lstm-rnn-for-sustainable-energy-man