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남경훈,김종태,박성철,이창주,김수진,추창오,정교철 대한지질공학회 2023 지질공학 Vol.33 No.1
Predicting earthquakes is difficult due to the complexity of the systems underlying tectonic phenomena and incomplete understanding of the interactions among tectonic settings, tectonic stress, and crustal components. The Korean Peninsula is located in a stable intraplate region with a low average seismicity of M 2.3. As public interest in the earthquake grows, we analyzed earthquakes on the Korean Peninsula by attempting to predict spatio-temporal earthquake patterns and magnitudes using Facebook’s Prophet model based on deep learning, and here we discuss seismic distribution zones using DBSCAN, a cluster analysis method. The Prophet model predicts future earthquakes in Chungcheongbuk-do, Gyeonggi-do, Seoul, and Gyeongsangbuk-do. 지진은 지체 구조, 지구조 응력, 지각 성분 및 구성 요소 간의 상호 작용을 통해 발생하는 복잡한 현상으로 이해하기 매우 어려운 시스템이기 때문에 예측하기가 쉽지 않다. 우리나라는 평균 M 2.3의 비교적안전한 지역으로 볼 수 있으나 지진에 대한 대중의 관심이 높아짐에 따라, 한반도의 지진현상을 분석하기 위하여 딥러닝 기반의 Facebook’s Prophet 모델을 이용한 시간에 따른 지진패턴의 변화 및 공간과 규모에 따른 지진예측을 시도하였다. 또한, 진앙분포도 군집분석 방법인 DBSCAN과 비교 및 토의하였다. Prophet 지진 예측 모델링 결과 향후 경상북도뿐만 아니라 충청북도, 경기도 및 서울권역에서 지진이 발생할 것으로 예측되었다.
남경훈,전경만,홍석경,임아영,안지환,장항제,변기섭,박소희,박소정,신윤미,박지수,강성욱,김진형,박진경,김덕규,이보영,조우현,이광하,이송이,박태선,정윤정,곽상현,전상범,김성현,정원재,이상민,박성훈,심윤수,조영재,고윤석 대한중환자의학회 2025 Acute and Critical Care Vol.40 No.3
Background: This study investigated the characteristics of mechanically ventilated patients in South Korean intensive care units (ICUs). Methods: We conducted a subgroup analysis of a multinational observational study. Data from 271 mechanically ventilated patients in South Korean ICUs were analyzed for demographics, ventilation practices, and mortality, and were compared with those of 327 patients from other high-income Asian countries.Results: South Korean patients were older (mean age: 67 vs. 62 years, P<0.001) and had lower ratio of the partial pressure of arterial oxygen to the fraction of inspired oxygen (255.5 vs. 306.2, P<0.001). South Korean ICUs exhibited higher patient-to-nurse ratios (2.6 vs. 1.9, P<0.001) and more beds per unit (20.5 vs. 16.0, P=0.017). The use of sufficient positive end-expiratory pressure for patients (PEEP) for acute respiratory distress syndrome (ARDS) was less frequent in South Korea (62.2% vs. 91.2%, P=0.005). Mortality rates were similar between South Korean patients and those in other high-income Asian countries (38.0% vs. 34.2%, P=0.401). Significant mortality predictors in South Korea included age ≥65 years (odds ratio [OR], 4.03; P=0.039) and a Sequential Organ Failure Assessment score ≥8 (OR, 2.36; P=0.031). The presence of respiratory therapists was associated with reduced mortality (OR, 0.52; P=0.034).Conclusions: Despite higher age and patient-to-nurse ratios in South Korean ICUs, outcomes were comparable to those in other high-income Asian countries. The suboptimal use of sufficient PEEP with ARDS indicates potential areas for improvement. Additionally, the beneficial impact of respiratory therapists on mortality rates warrants further investigation.
남경훈,박석호,김백영,김원일 한국소음진동공학회 1999 소음 진동 Vol.9 No.6
HRSG, which is one of main components of the combined cycle power plant,is composed of an inlet duct, a main body and casing, an outlet duct and a stack. It is important to design HRSG wihtin the allowable noise limit. For this purpose, it is necessary to analyze and predict the noise reduction and radiation at HRSG. In this paper, the technology for the noise prediction at each part of HRSG has been based on the empirical and field data, and also the HRSG noise prediction program has been developed. In order to verify the developed technology and program a field test is conducted. The results of noise prediction show good agreement with the measured.