A review of machine learning methods applied to structural dynamics and vibroacoustic

BZ Cunha, C Droz, AM Zine, S Foulard… - Mechanical Systems and …, 2023 - Elsevier
Abstract The use of Machine Learning (ML) has rapidly spread across several fields of
applied sciences, having encountered many applications in Structural Dynamics and …

Synergy between topology optimization and additive manufacturing in the automotive field

S Mantovani, SG Barbieri, M Giacopini… - Proceedings of the …, 2021 - journals.sagepub.com
This article purposes on developing and on re-interpreting the numerical results of a
topology optimization for a structural component built via additive manufacturing. A critical …

Analysis and optimisation of parameters influencing the out-of-plane energy absorption of an aluminium honeycomb

S Xie, H Zhou - Thin-Walled Structures, 2015 - Elsevier
To improve the efficiency of the numerical simulation of the crushing of a honeycomb
structure, the equivalent solid model of an aluminium honeycomb core was established …

Failure Strength of Automotive Steering Knuckle Made of Metal Matrix Composite

K Reza Kashyzadeh - Applied Mechanics, 2023 - mdpi.com
This article presents the static performance of composite steering knuckle due to drive on an
equivalent road, including different types of roughness and maneuvers. To achieve this …

Sensitivity control of a MR-damper semi-active suspension

A Turnip, S Park, KS Hong - International Journal of Precision Engineering …, 2010 - Springer
In this paper, numerical aspects of a sensitivity control for the semi-active suspension system
with a magnetorheological (MR) damper are investigated. A 2-dof quarter-car model …

Design and evaluation of two-stage planetary gearbox for special-purpose industrial machinery

Z Qin, YT Wu, A Eizad, KH Lee, SK Lyu - Journal of Mechanical Science …, 2019 - Springer
The gearbox, as a traditional machine that changes the transmission ratio and transfers
power safely, stably, quietly and efficiently, is an irreplaceable component in the field of …

[PDF][PDF] 废旧磷酸铁锂电池可持续回收技术研究进展

颜群轩, 罗碧云, 陈嘉鑫, 赵子祥, 陈洁, 谭群英… - 矿冶工程, 2023 - kygczz.com
废旧磷酸铁锂电池可持续回收技术研究进展① Page 1 废旧磷酸铁锂电池可持续回收技术研究
进展① 颜群轩1, 罗碧云1,2, 陈嘉鑫1, 赵子祥1, 陈洁1, 谭群英1, 肖绍辉1, 蒋实1 (1.湖南金凯循环 …

Simulation-based design optimisation to develop a lightweight body-in-white structure focusing on dynamic and static stiffness

M Kiani, H Shiozaki… - International Journal of …, 2015 - inderscienceonline.com
Through finite element simulations, static and dynamic stiffness of the body-in-white (BIW)
model are investigated. Design of computer experiments through Latin hypercube sampling …

On Machine-Learning-Driven Surrogates for Sound Transmission Loss Simulations

BZ Cunha, AM Zine, M Ichchou, C Droz, S Foulard - Applied Sciences, 2022 - mdpi.com
Surrogate models are data-based approximations of computationally expensive simulations
that enable efficient exploration of the model's design space and informed decision making …

The effect of vibration characteristics of an automotive seating system on ride comfort–A finite element study

M Ramalingam, DD Jebaseelan - Proceedings of the …, 2019 - journals.sagepub.com
The Automotive Seating System (ASS) is an important sub-system in a car for increasing the
ride comfort of driver/occupant and hence the need for a systematic study on the vibration …