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 Hino | 1 | 99 | 25.73 |
Haoyang Shen | 2 | 8 | 1.33 |
Noboru Murata | 3 | 855 | 170.36 |
Shinji Wakao | 4 | 9 | 2.10 |
Yasuhiro Hayashi | 5 | 13 | 2.18 |