CNN-BiLSTM Hybrid Model Optimized by Sparrow Search Algorithm for Photovoltaic Power Prediction

Against the backdrop of accelerating global energy transition, photovoltaic (PV) power generation technology has emerged as a core pathway to alleviate energy supply-demand imbalances and address climate change, owing to its high efficiency and low carbon emissions. However, PV output power is subje...

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Bibliographic Details

Published in:	2025 IEEE 3rd International Conference on Image Processing and Computer Applications (ICIPCA) pp. 1493 - 1498
Main Author:	Zhang, Boyuan
Format:	Conference Proceeding
Language:	English
Published:	IEEE 28.06.2025
Subjects:	Adaptation models bidirectional long short-term memory convolutional neural network Convolutional neural networks hyperparameter optimization Meteorology Optimization Photovoltaic systems Power system stability Prediction algorithms Predictive models PV power prediction Renewable energy sources sparrow search algorithm Stability analysis
Online Access:	Get full text
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