[HTML][HTML] Advanced Sobol sensitivity analysis of a 1: 4-scale prestressed concrete containment vessel using an ANN-based surrogate model

BS Ju, HY Son, J Lee - Nuclear Engineering and Technology, 2024 - Elsevier
The safety of nuclear power plants can be enhanced by performing sensitivity analyses to
identify and evaluate factors that significantly impact their structural integrity. In this study, an …

[PDF][PDF] Optimization of MOSFET Copper Clip to Enhance Thermal Management Using Kriging Surrogate Model and Genetic Algorithm.

Y Cheon, J Jung, D Ki, S Khalid… - Mathematics (2227-7390), 2024 - researchgate.net
Metal–oxide–semiconductor field-effect transistors (MOSFETs) are critical in power
electronic modules due to their high-power density and rapid switching capabilities …

Comparing Surrogate-Assisted Evolutionary Algorithms on Optimization of a Simulation Model for Resource Planning Task for Hospitals

J Kůdela, L Dobrovský, MA Shehadeh… - 2024 IEEE Congress …, 2024 - ieeexplore.ieee.org
Surrogate-assisted evolutionary algorithms (SAEAs) are currently among the most widely
researched techniques for their capability to solve expensive real-world optimization …

Collaborative optimization on cooling channel flow resistance and winding temperature for integrated cooling of motor and controller

L Tan, Y Yuan, L Tang - Proceedings of the Institution of …, 2024 - journals.sagepub.com
The efficiency and working performance of the motor and controller system in micro-electric
vehicles depends mainly on its thermal performance, which is contingent upon effective and …

Comparative Evaluation of Sensitivity Analysis Methods Applied to Distributed Photovoltaic Systems

ÂJDS Kothe, A de Leles Ferreira Filho… - 2024 Workshop on …, 2024 - ieeexplore.ieee.org
The use of statistical techniques, such as stochastic processes, Monte Carlo simulations and
analysis of variance (ANOVA), has been widely used in power system analysis and are …

Design Optimization and Metamodel-based Sensitivity Analysis of Various Capacity Sterilization Shredder

D Kim, MM Azad, HS Kim, JH Chung - AIAA SCITECH 2024 Forum, 2024 - arc.aiaa.org
Since COVID-19, a significant amount of highly infectious medical waste has been
generated from medical facilities. The typical method for processing such waste involves a …

[NAVOD][C] CAE 기반 대리모델을 통한 기계시스템의 응력예측 및 최적화

김도훈, 정재현, 기대연, 김흥수 - 대한기계학회 춘추학술대회, 2024 - dbpia.co.kr
최근 전산역학의 발전으로 인해 연구자들은 복잡한 물리적 시스템의 동작을 계산할 수 있는
정확도 높은 모델을 개발할 수 있게 되었다. 이 방법을 통해 계산 비용과 시간이 많이 소요되는 …