DocumentCode
133550
Title
An innovative high speed Weigh in Motion system for railway vehicles
Author
Allotta, Benedetto ; Gaburri, G. ; Innocenti, A. ; Marini, Luigi ; Meli, Enrico ; Pugi, Luca ; D´Adamio, P.
Author_Institution
Ind. Eng. Dept., Florence Univ., Florence, Italy
fYear
2014
fDate
10-12 Sept. 2014
Firstpage
1
Lastpage
7
Abstract
The accurate estimation of the axle loads and the correct detection of overloads and imbalances, represent a primary concern for railways management companies, since they are strictly related to traffic safety and maintenance planning of the track. Weigh in Motion (WIM) systems aim at the dynamic weighing of railway vehicles through a reasonable number of measurement stations placed along the track. Such systems may overcome disadvantages in terms of costs and traffic management exhibited by conventional static weighing systems. In this paper the authors present an innovative algorithm for high speed WIM applications to estimate the wheel loads of trains by means of indirect track measurements. The formulation of the algorithm is quite general and it can be customized for several track measurements; consequently it can be employed in different typologies of measurement stations. The WIM algorithm processes the set of experimental physical quantities chosen as track inputs by means of estimation procedures based on least square (LSQ) minimization techniques. The vertical loads on the train wheels are computed from the measurements according to the assumption that the effects of the single wheel loads on the track are approximately superimposable. The whole WIM architecture has been developed in cooperation with Ansaldo STS and ECM SpA.
Keywords
condition monitoring; least squares approximations; locomotives; maintenance engineering; railway safety; axle load estimation; imbalance detection; least square minimization techniques; maintenance planning; overload detection; railway management; railway safety; railway vehicles; weigh-in-motion systems; Estimation; Load modeling; Mathematical model; Rail transportation; Rails; Vehicles; Wheels;
fLanguage
English
Publisher
ieee
Conference_Titel
Mechatronic and Embedded Systems and Applications (MESA), 2014 IEEE/ASME 10th International Conference on
Conference_Location
Senigallia
Print_ISBN
978-1-4799-2772-2
Type
conf
DOI
10.1109/MESA.2014.6935556
Filename
6935556
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