A clustering fractional-order grey model in short-term electrical load forecasting

A clustering fractional-order grey model in short-term electrical load forecasting

Abstract Short-term electrical load series forecast plays an essential role in energy demand management, however power consumption data are non-stationary, nonlinear and multi-dimensional series, leaving prediction a difficult task. Recently, fractional- order partial differential equations are attr...

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Bibliographic Details
Main Authors: Xiang Yu, Lihua Lu, Jianming Qi, Yuchen Qian, Lisen Zhao, Chang Tan, Yangquan Chen, Zhigang Han
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
Subjects:
Fractional-order differential equations
Data driven modeling
Short-term electrical load forecast
Grey system
Online Access:https://doi.org/10.1038/s41598-025-89861-w
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https://doi.org/10.1038/s41598-025-89861-w

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