A new method to improve passenger vehicle safety using intelligent functions in active suspension system

Abstract

In this research a new electronic based mechanism for vehicle suspension system is designd. The aims are to improve passengers' safety and comfort. The proposed system is developed for proactive rapid reaction of suspension system which can readjust the height of chassis while confronting with wrong conditions of driving such as unflatted road, rainy or snowy road profile. The results show that the proposed mechanism can successfully increase the stability of the car by readjusting the height of the the chassis and center of the gravity of vehicle while turning.

A supervised machine-learning method for optimizing the automatic transmission system of wind turbines

“…They showed the superiority of the proposed method compared to the classic Genetic Algorithm. Rezanoori et al (2019) proposed an artificial neural network method for safety of passengers in an active suspension system. Kozłowski et al (2020) addressed a Logistic Regression method for solving a model that could estimate the parameters of probabilities of transitions between operational states.…”

Enhancing the Performance of Active Suspension Systems Through Adaptive Control

“…This kind of suspension can work correctly even in cases where mechanical factors like stress and fatigue alter the suspension characteristics. They may successfully compensate for road imperfections and preserve correct operation [8][9][10][11].…”