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투명 백 시트와 봉지재 물질 조합에 따른 소형 슁글드 실리콘 태양전지 모듈의 열화 특성 분석
손형진(Hyung Jin Son),김성현(Sung Hyun Kim) 한국태양광발전학회 2020 Current Photovoltaic Research Vol.8 No.1
This study investigates the degradation characteristics of different material types of ethyl vinyl acetate (EVA) and polyolefin (POE) with combining transparent backsheet. To this end, we fabricated samples with structure of glass/encapsulant/transparent backsheet for each type of encapsulants, and shingled Si modules with the same structure. The samples were then subjected to accelerated test by storing under damp heat condition of 85°C and 85% RH. As a result, encaplsulant discoloration was observed, which the transmittance of the samples with EVA decreased in a rapid rate than the samples with POE. The discoloration also affected a power degradation of the shingled modules with a reduction of current density, resulting that the module with EVA showed more drop on the efficiency than the modules with POE. Furthermore, corrosion of the soldered ribbon caused by acetic acid produced from the degraded EVA also contributed in fill factor reduction.
강화학습을 이용한 포트폴리오 투자 프로세스 최적화에 대한 연구
손형진 ( Hyeong-jin Son ),임동휘 ( Lim Donhui ),한영우 ( Young-woo Han ) 한국정보처리학회 2023 한국정보처리학회 학술대회논문집 Vol.30 No.2
포트폴리오 구성문제는 과거부터 현재까지 많은 연구가 이루어지고 있다. 현재는 강화학습을 통해 포트폴리오를 구성하는 연구가 많이 진행되고있다. 포트폴리오를 구성함에 있어 종목선택과 각 종목을 얼만큼 투자할 것인지는 둘 다 중요한 문제이다. 본 연구에서는 과거부터 많이 사용해오던 방식을 차용하여 강화학습 방법과 접목시켰고 이를 통해 설명력이 높은 모델을 만들려고 노력하였다. 강화학습에 사용한 모델은 PPO(Proximal Policy Optimization)을 기본으로 하였고 인공신경망은 LSTM을 활용하였다. 실험결과 실험 기간 동안(2023년 3월 30일 부터 108 영업일 까지)의 코스피 수익률은 5%인데 반해 본 연구에서 제시한 모델의 수익률은 평균 약 9%를 기록했다.
윤리적 슬로건 티셔츠의 선택 기준과 착용에 따른 태도변화
손형진 ( Hyungjin Son ),이유리 ( Yuri Lee ) 한국의류학회 2016 한국의류학회지 Vol.40 No.3
Some groups do ethical activities (such as ethical slogan t-shirt campaigns) only to complete the requirements for ethical duty; consequently, some people question the effectiveness of those products. The attributes of ethical slogan t-shirts should be considered seriously to reduce skepticism when planning a campaign. Researchers can also suggest a new purpose for ethical t-shirts using an ethical message. In study 1, we conduct a conjoint analysis that suggests realistic multi-attribute choice decisions. The suggested multi-attributes wear design aesthetic (high/low), price (high/low), where we donate (close/far), and the size of firm (big/ small). In addition, participations were divided into two groups according to eco-friendly attitudes to confirm differences in choices between two groups. Study 1 showed that price is the most important attribute, but design aesthetic also remains important. In addition, a group that has a high eco-friendly attitude thought “where we donate” was more important than other groups. In study 2, a pre-post approach investigated wearers`` attitude changes. We also divided participants into two groups and one group wear high level design aesthetic t-shirts (and vice-versa) to measure the attitude change difference. As a result of study 2, the wearers partially changed their eco-friendly attitudes. The group that wore high design aesthetic t-shirts showed a greater difference than other groups. Through this study, we conclude that customers seriously considered the design aesthetic. Finally, wearing ethical slogan t-shirts can change the attitudes of wearers.