Title
A Versatile Clustering Method for Electricity Consumption Pattern Analysis in Households.
Abstract
Analysis and modeling of electric energy demand is indispensable for power planning, operation, facility investment, and urban planning. Because of recent development of renewable energy generation systems oriented for households, there is also a great demand for analysing the electricity usage and optimizing the way to install electricity generation systems for each household. In this study, empl...
Year
DOI
Venue
2013
10.1109/TSG.2013.2240319
IEEE Transactions on Smart Grid
Keywords
Field
DocType
Electricity,Clustering methods,Euclidean distance,Gaussian distribution,Gaussian mixture model,Wind power generation
Econometrics,Hierarchical clustering,Economics,Renewable energy,Electricity,Urban planning,Statistical model,Cluster analysis,Electricity generation,Mixture model
Journal
Volume
Issue
ISSN
4
2
1949-3053
Citations 
PageRank 
References 
8
0.66
9
Authors
5
Name
Order
Citations
PageRank
Hideitsu Hino19925.73
Haoyang Shen281.33
Noboru Murata3855170.36
Shinji Wakao492.10
Yasuhiro Hayashi5132.18