Browsing Research Articles (Mechanical and Aeronautical Engineering) by UP Author "Ngwangwa, Harry Magadhlela"

Now showing items 1-3 of 3

Application of an ANN-based methodology for road surface condition identification on mining vehicles and roads

Ngwangwa, Harry Magadhlela; Heyns, P.S. (Philippus Stephanus) (Elsevier, 2014-06)

An artificial neural networks-based methodology for the identification of road surface condition was applied to two different vehicles in their normal operating environments at two mining sites. An ultra-heavy haul truck ...
Reconstruction of road defects and road roughness classification using Artificial Neural Networks simulation and vehicle dynamic responses : application to experimental data

Ngwangwa, Harry Magadhlela; Heyns, P.S. (Philippus Stephanus); Breytenbach, Hendrik Gerhardus Abraham; Els, Pieter Schalk (Elsevier, 2014-06)

This paper reports the performance of an Artificial Neural Network based road condition monitoring methodology on measured data obtained from a Land Rover Defender 110 which was driven over discrete obstacles and Belgian ...
Reconstruction of road defects and road roughness classification using vehicle responses with artificial neural networks simulation

Ngwangwa, Harry Magadhlela; Heyns, P.S. (Philippus Stephanus); Labuschagne, F.J.J. (Kobus); Kululanga, Grant K. (Elsevier, 2010-04)

The road damage assessment methodology in this paper utilizes an artificial neural network that reconstructs road surface profiles from measured vehicle accelerations. The paper numerically demonstrates the capabilities ...

Now showing items 1-3 of 3

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