Journal of the Korea Academia-Industrial cooperation Society (한국산학기술학회논문지)

The Korea Academia-Industrial cooperation Society (한국산학기술학회)
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Evaluation of Results in Recent Flexible Solar Cell Research Trends via Network Analysis Method

네트워크 분석을 이용한 플렉시블 태양전지 최근 연구동향 분석

  • Byun, Kisik (Technology Promotion Center, Defense Agency for Technology and Quality) ;
  • Lim, Jae Sung (Missile Electronics Center, Defense Agency for Technology and Quality) ;
  • Park, Jae Woo (Forces Support Systems Research Center, Defense Agency for Technology and Quality)
  • 변기식 (국방기술품질원 기술진흥센터) ;
  • 임재성 (국방기술품질원 유도전자센터) ;
  • 박재우 (국방기술품질원 전력지원체계연구센터)
  • Received : 2018.04.06
  • Accepted : 2018.06.01
  • Published : 2018.06.30
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Abstract

The purpose of this research was to introduce a network analysis method for analyzing the recent trend of the flexible solar cell using a scholarly database. Based on the five years from 2013 to 2017, we used centrality analysis of research papers via measurement of degree centrality, closeness centrality, and betweenness centrality. The results of network analysis show that cell has a centrality value above 0.8, which means that cell is connected with 80% of the total keywords, so it is recognized as the center of flexible solar cell research. The analysis results also indicate that perovskite and copper indium gallium diselenide (CuInGaSe2, or CIGS) are the center of the subgroup for cell. We recognize that the result refers to recent new technology called the CIGS/perovskite tandem solar cell. We hope that the network analysis method will be the appropriate and precise tool for technology and research planning via elaboration and optimization.

본 연구에서는 "플렉시블 태양 전지(Flexible Solar Cell)"에 대한 학술 문헌(논문) 데이터 베이스를 대상으로 네트워크 분석을 진행하고 이를 바탕으로 "플렉시블 태양 전지(Flexible Solar Cell)"의 최근 연구 동향을 분석하였다. 네트워크 분석에 사용된 데이터는 2013년부터 2017년까지의 최근 5년 간의 학술 논문을 대상으로 하였으며, 주요 분석 기법으로는 키워드 빈도 수 출현 기반 분석 및 중심성 분석 (연결 정도 중심성, 근접 중심성, 매개 중심성)을 적용하였다. 네트워크 분석 결과, "전지(cell)"은 중심성 척도가 0.8 이상으로, 전체 키워드 중 80% 이상과 연결되어 있어, 플렉시블 태양 전지 (Flexible Solar Cell) 분야의 연구 중심으로 식별이 되었다. "페로브스카이트(Perovskite)"와 "CIGS(CuInGaSe2)"는 "전지(cell)"의 하위 그룹의 중심으로 식별되었다. 이러한 분석 결과는 최신 기술인 "CIGS/페로브스카이트 탠덤 태양 전지"를 의미하고 있음을 확인 할 수 있었다. 향후 분석 기법을 보다 최적화/정교화하게 된다면 현재의 기술 동향 예측을 통해서 관련 연구 분야의 기술기획 및 연구 방향성 제시에 큰 도구로 활용 될 것이라 기대한다.

Keywords

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