제목

GAN을 이용한 슬로싱 충격압력 데이터 생성 방법 연구

저자

강보경, 오상진, 이상범, 정준형, 신성철

초록

A model test is performed to measure the sloshing impact pressure in the liquid tank. A preprocessing is performed to learn the model test results applied with various environmental conditions. In this study, we propose a method for generating data similar to the total pressure data using Generative Adversarial Networks. In addition, after approximating the generated result to the three parameter Weibull distribution, the difference of the three parameters was compared through the RMSE and SMAPE calculation results. As a result, the distribution of the generated data showed similar results to the total pressure data distribution.

한국산업융합학회 논문집. 2023. 26(1), 35-46