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Jia-Cheng Ran

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Open access Aug 2026

Explainable Hybrid CNN-LSTM Model for Renewable Energy Forecasting to Enable Carbon Emission Reduction

A hybrid Convolutional Neural Network–Long Short-Term Memory (CNN–LSTM) model for forecasting multi-source renewable energy, which achieves lower prediction error and can contribute to reduced renewable curtailment and to more stable, reasonable decisions in smart cities.

Jia-Cheng Ran · 0 citations

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