Title
Electricity Consumer Characteristics Identification: A Federated Learning Approach
Abstract
Nowadays, smart meters are deployed in millions of residential households to gain significant insights from fine-grained electricity consumption data. The information extracted from smart meter data enables utilities to identify the socio-demographic characteristics of electricity consumers and then offer them diversified services. Traditionally, this task is implemented in a centralized manner wi...
Year
DOI
Venue
2021
10.1109/TSG.2021.3066577
IEEE Transactions on Smart Grid
Keywords
DocType
Volume
Smart meters,Feature extraction,Collaborative work,Data models,Principal component analysis,Meters,Data privacy
Journal
12
Issue
ISSN
Citations 
4
1949-3053
1
PageRank 
References 
Authors
0.36
0
5
Name
Order
Citations
PageRank
Yi Wang16010.92
Imane Lahmam Bennani210.36
Xiufeng Liu310814.69
Mingyang Sun4148.36
Yao Zhou510.36