Multidisciplinary design optimization of engineering systems under uncertainty: a review

D Meng, S Yang, C He, H Wang, Z Lv… - International Journal of …, 2022 - emerald.com
Purpose As an advanced calculation methodology, reliability-based multidisciplinary design
optimization (RBMDO) has been widely acknowledged for the design problems of modern …

A novel Kriging-model-assisted reliability-based multidisciplinary design optimization strategy and its application in the offshore wind turbine tower

D Meng, S Yang, AMP de Jesus, SP Zhu - Renewable Energy, 2023 - Elsevier
Abstract In Reliability-based Multidisciplinary Design Optimization (RBMDO), the key
performance functions of wind turbine are usually implicit, which means the performance …

A novel hybrid adaptive Kriging and water cycle algorithm for reliability-based design and optimization strategy: Application in offshore wind turbine monopile

D Meng, S Yang, AMP De Jesus… - Computer Methods in …, 2023 - Elsevier
Metaheuristic algorithms have been widely concerned by scholars because of their global
optimization ability that does not depend on gradient information. In this study, Water Cycle …

A novel learning function for adaptive surrogate-model-based reliability evaluation

S Yang, D Meng, H Wang… - … Transactions of the …, 2024 - royalsocietypublishing.org
The classical reliability analysis methods, due to the ever-increasing complexity of
engineering structure, may lead to higher and higher calculation errors and costs. The …

A novel hybrid adaptive framework for support vector machine-based reliability analysis: A comparative study

S Yang, Z He, J Chai, D Meng, W Macek, R Branco… - Structures, 2023 - Elsevier
This study presents an innovative hybrid Adaptive Support Vector Machine-Monte Carlo
Simulation (ASVM-MCS) framework for reliability analysis in complex engineering …

Physics-informed distributed modeling for CCF reliability evaluation of aeroengine rotor systems

XQ Li, LK Song, GC Bai, DG Li - International Journal of Fatigue, 2023 - Elsevier
Reliability evaluation of aeroengine rotor systems is often characterized by multiple
correlated frail sites and multiple coupled failure modes, leading to the traditional integral …

A comparative study for adaptive surrogate-model-based reliability evaluation method of automobile components

S Yang, D Meng, H Wang, Z Chen, B Xu - International Journal of …, 2023 - emerald.com
Purpose This study conducts a comparative study on the performance of reliability
assessment methods based on adaptive surrogate models to accurately assess the …

Saddlepoint Approximation Method in Reliability Analysis: A Review.

D Meng, Y Guo, Y Xu, S Yang, Y Guo… - … in Engineering & …, 2024 - search.ebscohost.com
The escalating need for reliability analysis (RA) and reliability-based design optimization
(RBDO) within engineering challenges has prompted the advancement of saddlepoint …

A reliability-based design and optimization strategy using a novel MPP searching method for maritime engineering structures

S Yang, D Meng, Y Guo, P Nie… - International Journal of …, 2023 - emerald.com
Purpose In order to solve the problems faced by First Order Reliability Method (FORM) and
First Order Saddlepoint Approximation (FOSA) in structural reliability optimization, this paper …

[HTML][HTML] A coupled simulated annealing and particle swarm optimization reliability-based design optimization strategy under hybrid uncertainties

S Yang, H Wang, Y Xu, Y Guo, L Pan, J Zhang, X Guo… - Mathematics, 2023 - mdpi.com
As engineering systems become increasingly complex, reliability-based design optimization
(RBDO) has been extensively studied in recent years and has made great progress. In order …