The rapid improvement method of fatigue life reliability for single-crystal aeroengine turbine blades: Casting orientation design technology

YC Zhao, YQ Yang, Y Zhao, HL Chen, ZW Li… - Aerospace Science and …, 2024 - Elsevier
The uncertainty in the casting orientation of single-crystal aeroengine turbine blades is an
intractable engineering problem, and breaking through the crystal orientation design …

Random projection enhancement: A Novel method for improving performance of surrogate models

S Zhang, Y Pang, F Liu, M Wang, Z Kan… - Swarm and Evolutionary …, 2024 - Elsevier
Surrogate models serve as powerful tools for engineering application but constructing highly
accurate models with limited samples remains a challenge. Inspired by this, this paper …

A systematic framework of constructing surrogate model for slider track peeling strength prediction

XJ Dong, Q Chen, WB Liu, D Wang, ZK Peng… - Science China …, 2024 - Springer
Peeling strength can comprehensively reflect slider track safety and is crucial in car seat
safety assessments. Current methods for determining slider peeling strength are primarily …

Leveraging deep reinforcement learning for design space exploration with multi-fidelity surrogate model

H Li, R Wang, Z Wang, G Li, G Wang… - Journal of Engineering …, 2024 - Taylor & Francis
Design automation is undergoing a new generation of changes caused by artificial
intelligence technologies represented by deep learning and reinforcement learning …

Intelligent-inspired framework for fatigue reliability evaluation of offshore wind turbine support structures under hybrid uncertainty

D Meng, S Yang, H Yang, AMP De Jesus, J Correia… - Ocean …, 2024 - Elsevier
Offshore wind energy has become a key strategy in the global transition to sustainable and
renewable energy. This emphasis has significantly propelled the advancement of offshore …

Prediction and design optimization of mechanical properties for rubber fertilizer hose reinforced with helically wrapped nylon

M Wang, L Zhang, C Fu - Scientific Reports, 2024 - nature.com
Predicting and optimizing the mechanical performance of the helically wound nylon-
reinforced rubber fertilizer hose (HWNR hose) is crucial for enhancing the performance of …

The prediction of sound absorption coefficient of film multi-cavity materials based on generalized regression neural network (GRNN)

T Zhang, J Zhang, H Hou, Y Xu - Applied Acoustics, 2024 - Elsevier
In recent years, noise problems have attracted more and more widespread attention with the
rapid development of economy, social life and transportation construction. Sound can cause …

Trajectory Planning for Active Walking in Lower Limb Rehabilitation Exoskeletons Based on GRNN-DMPs

X Wang, H Zhang, P Zhong, Y Lang… - … and Special Robots, 2024 - ebooks.iospress.nl
This paper presents a novel approach for active gait trajectory planning in lower limb
rehabilitation exoskeletons, specifically targeting hemiplegic patients. The proposed method …

基于结构与性能结合的数字孪生研究进展.

袁美霞, 谢晓瑄, 马利** - Science Technology & …, 2024 - search.ebscohost.com
摘要**几年, 研究人员提出了一种结构与性能结合的数字孪生技术, 能够解决一些生产制造系统
不可观测性, 时变性和设备空间的局限性等问题, 有效对研究对象的关键部位进行实时性能预测 …