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What is A Novel Fuzzy Based Ensemble Model about?

The document presents a novel fuzzy-based ensemble model for week-ahead load forecasting that combines fuzzy clustering, radial basis function neural networks (RBFNN), and convolutional neural networks (CNN). This hybrid model aims to improve prediction accuracy by clustering input data and applying localized regression approaches, demonstrating superior performance in case studies of the Hellenic interconnected power system and the isolated power system of Crete compared to traditional methods. The propose

Author

Γιωργος Σιδεράτος

Language

EN