Artificial neural networks controller of active suspension for ambulance based on ISO standards

A Hamza, N Ben Yahia - Proceedings of the Institution of …, 2023 - journals.sagepub.com
The level of vibration to which a patient is subjected in an ambulance is often too high.
Ambulance personnel should take steps to reduce these vibrations. To avoid slowdowns …

Heavy trucks with intelligent control of active suspension based on artificial neural networks

A Hamza, N Ben Yahia - … , Part I: Journal of Systems and …, 2021 - journals.sagepub.com
The active control of a suspension system is meant to provide an isolated behavior of the
system spring-mass (for example, increased comfort and performance). During this article …

Intelligent neural network control for active heavy truck suspension

A Hamza, N Ben Yahia - … and Mechanics: Selected Papers from the 4th …, 2019 - Springer
In this paper, we will explain the interest of developing a new active suspension control
approach for trucks HGVs based on Artificial Neural Network ANNs. The suspension system …

Improved analytical model for cylindrical compression springs not ground considering end behavior of end coils

G Cadet, M Paredes, H Orcière - Mechanics & Industry, 2021 - mechanics-industry.org
In a context of increased competition, companies are looking to optimize all the components
of their systems. They use compression springs with constant pitch for their linear …

Deep learning based intelligent active suspension control for heavy trucks (DMPSO)

A Hamza, N Ben Yahia - … in Mechanical Engineering and Mechanics II …, 2022 - Springer
We will discuss why we are interested in developing a brand new active suspension control
approach for trucks that is supported by Deep Learning in this article. The mechanical …

Enhanced formulae for determining the axial behavior of cylindrical extension springs

M Paredes, T Stephan, H Orcière - Mechanics & Industry, 2019 - mechanics-industry.org
Cylindrical extension springs have been commonly exploited in mechanical systems for
years and their behavior could be considered as well identified. Nevertheless, it appears …

Effect of static axial compression on the natural frequencies of helical springs

V Kobelev - Multidiscipline Modeling in Materials and Structures, 2014 - emerald.com
Purpose–The purpose of this paper is to address the practically important problem of the
load dependence of transverse vibrations for helical springs. At the beginning, the author …

[图书][B] Static and Dynamic Analysis of Nonlinear Valve Springs Based on Finite Element Analysis and Machine Learning Algorithm

Z Gu - 2022 - search.proquest.com
The valve spring is a fundamental type of helical spring which is essential for enabling the
opening and closure of a valve in a car engine. Nowadays, it is increasingly common to use …

Design of Active Suspension for All-Terrain Vehicle (ATV) with Intelligent Control Using Artificial Neural Networks (ANN)

A Hamza, I Dridi, K Bousnina, N Ben Yahia - … Tunisian Congress of …, 2023 - Springer
The automotive manufacturing sector is currently witnessing remarkable progress in various
domains, including the development of systems like protection and stability control. Among …

“Equivalent Columns” for Helical Springs

V Kobelev, V Kobelev - Durability of Springs, 2021 - Springer
In this chapter, the helical spring is substituted by a flexible rod that is located along the axis
of helix. This rod possesses the same mechanical features, as the spring itself. Its bending …