Distributed Photovoltaic Power Energy Generation Prediction Based on Improved Multi-objective Particle Algorithm

Distributed Photovoltaic Power Energy Generation Prediction Based on Improved Multi-objective Particle Algorithm

Accurate prediction of distributed photovoltaic (DPV) power generation is crucial for stable grid operation, yet existing methods struggle with the non-linear, intermittent nature of solar power, and traditional machine learning models face hyperparameter selection and overfitting challenges. This s...

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Bibliographic Details
Main Authors: Yuanzheng Xiao, Huawei Hong, Feifei Chen, Xiaorui Qian, Ming Xu, Hanbin Ma
Format: Article
Language:English
Published: European Alliance for Innovation (EAI) 2025-03-01
Series:EAI Endorsed Transactions on Energy Web
Subjects:
Particle Algorithm
Distributed photovoltaic power generation
Power prediction
Long short-term memory network
Intelligent Power Grid
Online Access:https://publications.eai.eu/index.php/ew/article/view/8901

Internet

https://publications.eai.eu/index.php/ew/article/view/8901

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