Development of a tram track degradation prediction model based on the acceleration data

A Falamarzi, S Moridpour, M Nazem - Structure and Infrastructure …, 2019 - Taylor & Francis
Although vibration is considered as one of the important factors in passenger ride comfort,
yet it has not been applied for predicting tram track degradation in tram network. Rail track …

Rail degradation prediction models for tram system: Melbourne case study

A Falamarzi, S Moridpour, M Nazem… - Journal of Advanced …, 2018 - Wiley Online Library
Tram is classified as a light rail mode of transportation. Tram tracks experience high
acceleration and deceleration forces of locomotives and wagons within their service life and …

Prediction of tram track gauge deviation using artificial neural network and support vector regression

A Falamarzi, S Moridpour, M Nazem… - Australian Journal of …, 2019 - Taylor & Francis
Along with increase in tram traffic, gradual increase in gauge deviation is inevitable.
Excessive track gauge is considered as an effective parameter in aggravating the quality of …

[PDF][PDF] Development of random forests regression model to predict track degradation index: Melbourne case study

A Falamarzi, S Moridpour, M Nazem… - Australian transport …, 2018 - researchgate.net
In rail infrastructure maintenance management systems, Track Degradation Index (TDI) is
considered as a representative of quality of rail tracks. This index is usually developed …

Integration of genetic algorithm and support vector machine to predict rail track degradation

A Falamarzi, S Moridpour, M Nazem… - MATEC Web of …, 2019 - matec-conferences.org
Gradual deviation in track gauge of tram systems resulted from tram traffic is unavoidable.
Tram gauge deviation is considered as an important parameter in poor ride quality and the …

[PDF][PDF] Modeling degradation of tracks for maintenance planning on a tram line

M Yousefikia, S Moridpour, S Setunge… - Journal of Traffic and …, 2014 - Citeseer
 Abstract—There is a need among transportation maintenance decision makers for a better
understanding of the long-term behavior of railroad tracks. The use of accurate techniques to …

[HTML][HTML] Degradation prediction of rail tracks: A review of the existing literature

N Elkhoury, L Hitihamillage… - The Open …, 2018 - opentransportationjournal.com
In the past few decades, the railway infrastructure has been widely expanded in urban and
rural areas, making it the most complex matrix of rail transport networks. Safe and …

A review of rail track degradation prediction models

A Falamarzi, S Moridpour, M Nazem - Australian Journal of Civil …, 2019 - Taylor & Francis
The increase in traffic congestion in urban areas as a result of more private transport
intensifies the importance of promoting public transport and rail transport in particular. The …

Prediction of track geometry degradation using artificial neural network: a case study

H Khajehei, A Ahmadi… - … Journal of Rail …, 2022 - Taylor & Francis
The aim of this study has been to predict the track geometry degradation rate using artificial
neural network. Tack geometry measurements, asset information, and maintenance history …

Fuzzy approach in rail track degradation prediction

M Karimpour, L Hitihamillage… - Journal of Advanced …, 2018 - Wiley Online Library
Rail transport authorities around the world have been facing a significant challenge when
predicting rail infrastructure maintenance work. With the restrictions on financial support, the …