Electric Load Data Compression and Classification Based on Deep Stacked Auto-Encoders

With the development of advanced metering infrastructure (AMI), electrical data are collected frequently by smart meters. Consequently, the load data volume and length increase dramatically, which aggravates the data storage and transmission burdens in smart grids. On the other hand, for event detec...

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Principais autores:	Xiaoyao Huang, Tianbin Hu, Chengjin Ye, Guanhua Xu, Xiaojian Wang, Liangjin Chen
פורמט:	Artigo
שפה:	Inglês
יצא לאור:	MDPI AG 2019-02-01
סדרה:	Energies
נושאים:	big data smart meter compression classification deep learning Stacked Auto-Encoder (SAE)
גישה מקוונת:	https://www.mdpi.com/1996-1073/12/4/653
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