Advanced machine learning approach with dynamic kernel weighting for accurate electrical load forecasting

This article presents a load forecasting model for commercial buildings with Enhanced Dynamically Weighted Multiple Kernel Support Vector Regression (EDW-MKSVR) and a mini-batch gradient descent method to achieve good regularization along with clustering techniques to segment different times of the...

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Bibliographic Details
Main Authors: C. Jeevakarunya, V. Manikandan
Format: Article
Language:English
Published: AIP Publishing LLC 2025-01-01
Series:AIP Advances
Online Access:http://dx.doi.org/10.1063/5.0218832
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