Massive power device condition monitoring data feature extraction and clustering analysis using MapReduce and graph model

Effective storage, processing and analyzing of power device condition monitoring data faces enormous challenges. A framework is proposed that can support both MapReduce and Graph for massive monitoring data analysis at the same time based on Aliyun DTplus platform. First, power device condition moni...

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Bibliographic Details
Main Authors: Hongtao Shen, Peng Tao, Pei Zhao, Hao Ma
Format: Article
Language:English
Published: China Electrotechnical Society 2019-06-01
Series:CES Transactions on Electrical Machines and Systems
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8766966