Day-Ahead Hierarchical Probabilistic Load Forecasting With Linear Quantile Regression and Empirical Copulas

Day-Ahead Hierarchical Probabilistic Load Forecasting With Linear Quantile Regression and Empirical Copulas

In the smart grid era, high granular data play an important role in providing an enormous amount of information for industry and commerce, both temporally and spatially. With massive data, a hierarchical structure can be constructed, containing load series at diverse levels. With the fluctuation and...

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Bibliographic Details
Main Authors: Tianhui Zhao, Jianxue Wang, Yao Zhang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Electricity load
empirical copulas
linear programming
forecasting
prediction methods
probabilistic forecasting
Online Access:https://ieeexplore.ieee.org/document/8736321/

Internet

https://ieeexplore.ieee.org/document/8736321/

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