Learning-based data analytics: Moving towards transparent power grids

In this paper, we present the learning-based data analytics moving towards transparent power grids and provide some possible extensions including machine learning, big data analytics, and knowledge transferring. The closed loops of data and knowledge are illustrated and the challenges for establishi...

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Bibliographic Details
Main Authors: Kunjin Chen, Ziyu He, Shan X. Wang, Jun Hu, Licheng Li, Jinliang He
Format: Article
Language:English
Published: China electric power research institute 2018-03-01
Series:CSEE Journal of Power and Energy Systems
Online Access:https://ieeexplore.ieee.org/document/8315224