Accelerometer-Based Pavement Classification for Vehicle Dynamics Analysis Using Neural Networks

Accelerometer-Based Pavement Classification for Vehicle Dynamics Analysis Using Neural Networks

This research examines the influence of various pavement types on vehicle dynamics, specifically concentrating on vertical acceleration and its implications for unsprung mass, including the wheels and suspension system. The objective of this project was to categorize pavement types with acceleromete...

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Bibliographic Details
Main Authors: Vytenis Surblys, Edward Kozłowski, Jonas Matijošius, Paweł Gołda, Agnieszka Laskowska, Artūras Kilikevičius
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Applied Sciences
Subjects:
vehicle dynamics
pavement classification
accelerometer data
neural networks
road surface monitoring
Online Access:https://www.mdpi.com/2076-3417/14/21/10027

Internet

https://www.mdpi.com/2076-3417/14/21/10027

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