TY - JOUR
T1 - Research trend analysis for smart grid using social network analysis
AU - Na, Sang Tae
AU - Ahn, Joo Eon
AU - Jung, Min Ho
AU - Kim, Ja Hee
N1 - Publisher Copyright:
Copyright © The Korean Institute of Electrical Engineers.
PY - 2017
Y1 - 2017
N2 - As the power grid has been changed to a smart grid, existing power technologies are evolving into convergence technology through interdisciplinary research. According to the government policy to increase the proportion of renewable energy to 20% by 2030, the speed seems to be accelerating. This study analyzes the relationship between research technologies in order to grasp research trends of smart grid technology. To this end, we analyze the relationship between keywords extracted from topic modeling using social network analysis methodology. This is because, in the field where interdisciplinary research such as smart grid is active, each research topic is not independent, but research technologies emerging in one topic coexist in different topics, and linkage between research technologies can be important information. Therefore, this study can contribute to the analysis of research trend as it can be used as a package tool together with a topic modeling methodology.
AB - As the power grid has been changed to a smart grid, existing power technologies are evolving into convergence technology through interdisciplinary research. According to the government policy to increase the proportion of renewable energy to 20% by 2030, the speed seems to be accelerating. This study analyzes the relationship between research technologies in order to grasp research trends of smart grid technology. To this end, we analyze the relationship between keywords extracted from topic modeling using social network analysis methodology. This is because, in the field where interdisciplinary research such as smart grid is active, each research topic is not independent, but research technologies emerging in one topic coexist in different topics, and linkage between research technologies can be important information. Therefore, this study can contribute to the analysis of research trend as it can be used as a package tool together with a topic modeling methodology.
KW - Edge betweenness
KW - Interdisciplinary research
KW - Smart grid
KW - Social network analysis
KW - Topic analysis
UR - https://www.scopus.com/pages/publications/85040064764
U2 - 10.5370/KIEE.2017.66.12.1697
DO - 10.5370/KIEE.2017.66.12.1697
M3 - Article
AN - SCOPUS:85040064764
SN - 1975-8359
VL - 66
SP - 1697
EP - 1704
JO - Transactions of the Korean Institute of Electrical Engineers
JF - Transactions of the Korean Institute of Electrical Engineers
IS - 12
ER -