Dynamics of Electricity Consumers for Classifying Power Consumption Data Using PCA
Minkyung Kim, Sangdon Park, Kireem Han, Nakyoung Kim, Jun Kyun Choi · 2018
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.