화학공학소재연구정보센터
학회 한국화학공학회
학술대회 2021년 봄 (04/21 ~ 04/23, 부산 BEXCO)
권호 27권 1호, p.297
발표분야 공정시스템
제목 Development of a surrogate model for open rack vaporizer system based on the 2D first principle equations and computational fluid dynamics data
초록 Open rack vaporizer (ORV) is a seawater heat exchanger that vaporizes LNG into natural gas using seawater as a heat medium and is widely used around the world. The fluid and heat flow analysis of ORV is generally performed through the computational fluid dynamics (CFD), but it has a heavy computational burden for a single simulation, so control or optimization applications are limited. In order to analyze the structural complexity and turbulence of the ORV system quickly, approximated equations or surrogate model for the ORV CFD model is proposed using the 2D 1st principle equations. In the 1st principle equations, important parameters were found through sensitivity analysis, and parameter estimation was performed based on the analysis results of CFD to complete the surrogate model. The results analyzed through the surrogate model are expected to help understand turbulence along with various structural factors, and furthermore, it will enable preliminary performance evaluation for ORVs of various structures.
저자 최석훈1, 이종민1, 정동휘2
소속 1서울대, 2울산대
키워드 공정모사 및 설계
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