Dynamics of Electricity Consumers for Classifying Power Consumption Data Using PCA

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This paper newly proposes a dynamics of an electricity consumer with the concept of principal component analysis, which collectively analyzes the power consumption data. The dynamics is proposed as a characteristic of consumer. It is applied various consumers of different five data sets. Through the results, the comparison of different power consumption data sets is performed. Furthermore, we discussed the applications of the consumer groups classified by dynamics.
Publisher
Institute of Electrical and Electronics Engineers Inc.
Issue Date
2018-01-15
Language
English
Citation

2018 IEEE International Conference on Big Data and Smart Computing, BigComp 2018, pp.697 - 700

DOI
10.1109/BigComp.2018.00129
URI
http://hdl.handle.net/10203/263595
Appears in Collection
EE-Conference Papers(학술회의논문)
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