[HTML][HTML] Metamodel-assisted design optimization in the field of structural engineering: A literature review
Metamodel-assisted optimization is a valuable alternative to handle structural design
optimization procedures, which are usually quite expensive and sometimes even prohibitive …
optimization procedures, which are usually quite expensive and sometimes even prohibitive …
A novel Kriging-model-assisted reliability-based multidisciplinary design optimization strategy and its application in the offshore wind turbine tower
Abstract In Reliability-based Multidisciplinary Design Optimization (RBMDO), the key
performance functions of wind turbine are usually implicit, which means the performance …
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
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 …
optimization ability that does not depend on gradient information. In this study, Water Cycle …
[PDF][PDF] Fault analysis of wind power rolling bearing based on EMD feature extraction
D Meng, H Wang, S Yang, Z Lv, Z Hu… - … -Computer Modeling in …, 2022 - cdn.techscience.cn
In a wind turbine, the rolling bearing is the critical component. However, it has a high failure
rate. Therefore, the failure analysis and fault diagnosis of wind power rolling bearings are …
rate. Therefore, the failure analysis and fault diagnosis of wind power rolling bearings are …
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 …
engineering structure, may lead to higher and higher calculation errors and costs. The …
[HTML][HTML] Multidisciplinary design for structural integrity using a collaborative optimization method based on adaptive surrogate modelling
As one of the multidisciplinary design optimization methods, the collaborative optimization
(CO) can enjoy a high degree of discipline autonomy. It has received extensive attention and …
(CO) can enjoy a high degree of discipline autonomy. It has received extensive attention and …
Data analytics and techniques
SS Abdul-Jabbar - ARO-The Scientific Journal of Koya …, 2022 - aro.koyauniversity.org
Big data of different types, such as texts and images, are rapidly generated from the internet
and other applications. Dealing with this data using traditional methods is not practical since …
and other applications. Dealing with this data using traditional methods is not practical since …
[PDF][PDF] RBMDO using gaussian mixture model-based second-order mean-value saddlepoint approximation
D Meng, S Yang, T Lin, J Wang… - Computer Modeling in …, 2022 - cdn.techscience.cn
Actual engineering systems will be inevitably affected by uncertain factors. Thus, the
Reliability-Based Multidisciplinary Design Optimization (RBMDO) has become a hotspot for …
Reliability-Based Multidisciplinary Design Optimization (RBMDO) has become a hotspot for …
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 …
assessment methods based on adaptive surrogate models to accurately assess the …
An efficient multi-objective reliability-based design optimization method for structure based on probability and interval hybrid model
X Liu, T Li, Z Zhou, L Hu - Computer Methods in Applied Mechanics and …, 2022 - Elsevier
An efficient multi-objective reliability-based design optimization (MO-RBDO) method is
proposed based on the probability and interval hybrid model. With probability variables …
proposed based on the probability and interval hybrid model. With probability variables …