Outlier Data Treatment Methods Toward Smart Grid Applications

Outlier Data Treatment Methods Toward Smart Grid Applications

In a smart grid environment, advanced metering infrastructure (AMI) and intelligent sensors have been deployed extensively. As a result, large-scale and fine-grained smart grid data are more convenient to be collected, in which outliers exist pervasively, caused by system failures, environmental eff...

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Bibliographic Details
Main Authors: Li Sun, Kaile Zhou, Xiaoling Zhang, Shanlin Yang
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Outlier data treatment
outlier rejection
outlier mining
smart grid
data preprocessing
Online Access:https://ieeexplore.ieee.org/document/8404086/

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