Reconstruction of road defects and road roughness classification using Artificial Neural Networks simulation and vehicle dynamic responses: Application to experimental data

Author:

Ngwangwa H.M.,Heyns P.S.,Breytenbach H.G.A.,Els P.S.

Publisher

Elsevier BV

Subject

Mechanical Engineering

Reference18 articles.

1. Haul road defect identification and condition assessment using measured truck response;Hugo;J Terrramech,2008

2. Reconstruction of road defects and road roughness classification using vehicle responses with artificial neural networks simulation;Ngwangwa;J Terrramech,2010

3. Consistent haul road condition monitoring by means of vehicle response normalization with Gaussian processes;Heyns;Eng Appl Artif Intell,2012

4. International Organization for Standardization ISO 8608: 1995(E). Mechanical vibration – Road surface profiles – Reporting of measured data; 1995.

5. Els PS. The ride comfort vs. handling compromise for off-road vehicle. Ph.D. Thesis, Department of Mechanical and Aeronautical Engineering, University of Pretoria, South Africa; 2006. .

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