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Civil-Comp Proceedings
ISSN 1759-3433
ISSN 1759-3433
CCP: 64
COMPUTATIONAL ENGINEERING USING METAPHORS FROM NATURE
COMPUTATIONAL ENGINEERING USING METAPHORS FROM NATURE
Edited by: B.H.V. Topping
Paper I.8
Multiple-Sensor Weigh-in-Motion of Road Vehicles using a Neural Network Algorithm
A. Shamseldin, B.J. Black and E. O'Brien
Department of Civil Engineering, University College, Dublin, Ireland
Full Bibliographic Reference for this paper
A. Shamseldin, B.J. Black, E. O'Brien, "Multiple-Sensor Weigh-in-Motion of Road Vehicles using a Neural Network Algorithm", in B.H.V. Topping, (Editor), "Computational Engineering using Metaphors from Nature", Civil-Comp Press, Edinburgh, UK, pp 53-58, 2000. doi:10.4203/ccp.64.1.8
Abstract
This paper describes efforts to improve the accuracy of
Weigh-in-Motion systems using multiple sensors. For this
study a Neural Network algorithm is used to combine the
output from the individual sensors into one improved estimate
of static gross vehicle weight. A multilayer feedforward
neural network is used. The algorithm is tested using data
from a field trial at Trappes in France.
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