EP4360991A1 - System and method for detecting wagon sway - Google Patents

System and method for detecting wagon sway Download PDF

Info

Publication number
EP4360991A1
EP4360991A1 EP23206957.5A EP23206957A EP4360991A1 EP 4360991 A1 EP4360991 A1 EP 4360991A1 EP 23206957 A EP23206957 A EP 23206957A EP 4360991 A1 EP4360991 A1 EP 4360991A1
Authority
EP
European Patent Office
Prior art keywords
wagon
swing
accordance
damping
sensors
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
EP23206957.5A
Other languages
German (de)
French (fr)
Inventor
Caroline Martins Masso
Marcos Luis Pedroso
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Rumo Malha Sul SA
Original Assignee
Rumo Malha Sul SA
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Rumo Malha Sul SA filed Critical Rumo Malha Sul SA
Publication of EP4360991A1 publication Critical patent/EP4360991A1/en
Pending legal-status Critical Current

Links

Images

Classifications

    • BPERFORMING OPERATIONS; TRANSPORTING
    • B61RAILWAYS
    • B61LGUIDING RAILWAY TRAFFIC; ENSURING THE SAFETY OF RAILWAY TRAFFIC
    • B61L27/00Central railway traffic control systems; Trackside control; Communication systems specially adapted therefor
    • B61L27/50Trackside diagnosis or maintenance, e.g. software upgrades
    • B61L27/57Trackside diagnosis or maintenance, e.g. software upgrades for vehicles or trains, e.g. trackside supervision of train conditions
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B61RAILWAYS
    • B61KAUXILIARY EQUIPMENT SPECIALLY ADAPTED FOR RAILWAYS, NOT OTHERWISE PROVIDED FOR
    • B61K9/00Railway vehicle profile gauges; Detecting or indicating overheating of components; Apparatus on locomotives or cars to indicate bad track sections; General design of track recording vehicles
    • B61K9/02Profile gauges, e.g. loading gauges

Definitions

  • the present invention relates to a system and method for the detection of wagon swing, through which it is detected by means of specific sensors when a wagon presents excessive swing when passing through a certain section of a railway track.
  • the angle measured by the solution of this document is, in fact, a yaw angle between the plane of the wheel engaged on the track and a plane tangent to the track.
  • US5368260 discloses laser or infrared sensors that measure oscillations and angles in a moving car also configured to measure an angle of attack between the plane of a wheel and the tangent to the external track to which the wheel is engaged.
  • the angle of attack may not reflect the swing of the wagon. More specifically, it is observed that the angle formed between a wheel axis and the tangent plane to the track does not necessarily reproduce the wagon's rocking inclination angle in a scenario of wagon instability and, if it occurs, this is a mere coincidence.
  • An objective of the present invention is to provide a system and method for the detection of wagon swing.
  • An objective of the present invention is to provide a system and method for the detection of wagon swing that acts through a set of sensors.
  • An objective of the present invention is to provide a system and method for the detection of wagon swing that verifies the status of a wagon damping assembly.
  • An objective of the present invention is to provide a system and method for the detection of wagon swing that allows selective maintenance to be carried out on the wagon damping assembly.
  • An objective of the present invention is to provide a swing measuring station comprising a set of sensors and compatible with the system and method also objects of the present invention.
  • a wagon swing detection system comprising a set of fixed sensors, spaced apart, arranged at a certain height from the ground and installed on a section of a railway track, the system being configured to obtain at least one angle of inclination of a car in relation to its center line.
  • the objectives of the present invention are also achieved through a wagon swing detection method implemented through a set of fixed sensors, spaced apart, arranged at a height from the ground and installed in a section of a railway track, the method being compatible with the system also object of the present invention.
  • a swing measuring station comprising a set of fixed sensors, spaced apart, arranged at a height from the ground and installed on a section of a railway track, the measurement station swing measurement being compatible with the system and method also objects of the present invention.
  • the present invention refers to a wagon swing detection system 1, now also referred to as system 1.
  • System 1 as detailed below aims to especially allow detecting swing of a wagon 6 that passes through a certain section of a railway track 2.
  • said swing can be understood as a movement or mostly angular oscillation of the wagon 6 that can be caused by several factors, among which irregularities on the railway tracks 2, curves made with excessive speed and load unbalance, for example. Swings are exemplified in figures 9 and 10 , in which a left side of the car 6 is observed compressing and a right side of the car 6 stretching.
  • wagon 6 suffers a lateral force when passing through a point on the railway track that produces this oscillation 8 (for example, curve, unevenness, track changing devices, among others) which, due to its positioning on the tracks, causes it to be pushed laterally and describe an angular movement around a contact point on said track.
  • this oscillation 8 for example, curve, unevenness, track changing devices, among others
  • Amplitude z reflects how much the car 6 moves from one side to the other in relation to its center line.
  • Frequency w comprises a number of amplitude cycles that occur in a given space of time.
  • damping factor ⁇ represents how much a damping assembly 7 of wagon 6 can retain from this swing so that wagon 6 remains stable.
  • Maintenance history is a systematic representation that indicates whether or not wagon 6 has undergone maintenance that may or may not have treated the damping assembly 7.
  • the damping factor ⁇ is 0.25. As it degrades, this value is reduced and can reach 0.19. In this case, there is less attenuation of the swing, in accordance with the previous equation.
  • the decreasing exponential function causes the harmonic function of equation 1 to gradually dampen as a function of the damping factor ⁇ .
  • wagon 6 tends to recover due to the damping assembly 7 acting on it, where this recovery occurs due to the damping factor ⁇ mentioned above.
  • the system 1 then comprises a set of sensors 5 configured specifically for this purpose.
  • sensors 5a, 5b, 5c, 5d that make up the set of sensors 5 can be of the infrared type.
  • such sensors are fixed in relation to the wagon 6, spaced apart, arranged at a certain height H1 of the sensor in relation to the ground and installed on a section of a railway track 2.
  • the number of sensors in the sensor set 5 is not a limitation of the present invention.
  • the number of four sensors 5a, 5b, 5c, 5d proves to be advantageous, as it allows you to obtain a satisfactory amount of data from wagon 6 while maintaining a low installation and subsequent maintenance cost.
  • a set of sensors 5 formed by four sensors 5a, 5b, 5c, 5d will be considered the preferred configuration of the present invention, this not being a limiting quantity thereof.
  • each sensor 5a, 5b, 5c, 5d of the set of sensors 5 is configured to measure a respective distance Da, Db, Dc, Dd in relation to the wagon 6 so that each distance is measured sequentially and configured as a reference parameter for the subsequent distance.
  • sensor 5a measures a distance Da
  • sensor 5b measures a distance Db
  • sensor 5c measures a distance Dc
  • sensor 5d measures a distance Dd
  • each distance Da, Db, Dc, Dd measured is taken as a reference for the immediately previous distance, that is, the distance Da is a reference for the distance Db, the distance Db is a reference for the distance Dc and the distance Dc is a reference for the distance Dd.
  • Figures 2 , 3 , 4 , 5 and 6 schematically exemplify wagon 6 being sequentially monitored by sensors 5a, 5b, 5c, 5d, which also sequentially obtain the distances Da, Db, Dc, Dd also illustrated in these figures . More specifically, figures 2 to 6 exemplify in sequence a moving wagon being monitored by sensors 5a, 5b, 5c, 5d to obtain respective distances Da, Db, Dc, Dd as follows:
  • each distance Da, Db, Dc, Dd also allows at least one real damping curve related to the swing of the wagon 6 to be obtained.
  • the present invention is configured to perform the swing check of the wagon 6 disregarding an angle of attack of wheels of the wagon 6 measured between an axis of such wheels and a horizontal plane in which railway tracks are found as is commonly found in the prior art.
  • the measurement of this information related to the aforementioned quantities allows obtaining a real damping curve related to the swing of wagon 6 through the system 1 now proposed, in which the real damping curve related to the swing of wagon 6 can be completely obtained after wagon 6 passes the last sensor of the set of sensors 5, in which the real damping curve makes it possible to verify at least frequency, amplitude and damping coefficient related to the swing of wagon 6.
  • the actual damping curve can then be compared with a theoretical damping curve, previously obtained and parameterized and configured to serve as a reference for said characterization of the wagon swing and subsequent characterization of the integrity of a damping assembly 7 as per will be detailed below in light especially of figure 7 .
  • the damping assembly 7 can be characterized as at least good, normal or bad.
  • a check is carried out using classification rules based on the statistical data of the wagons.
  • inferences and validations are made of the statistical behavior of amplitude, damping coefficient and oscillation frequency to carry out hypothesis tests to identify wagons with anomalous behavior in their class.
  • system 1 object of the present invention, allows classifying the integrity of the damping assembly 7 by obtaining specific data.
  • classifications of good, normal or bad should not be understood in themselves as limitations to the present invention, as other classifications can also be implemented through the teachings described herein.
  • the proposed system 1 is configured to be able to act on a wagon 6 that has at least one flat side face.
  • the present invention may be implemented on other types of wagons with non-flat faces.
  • the wagon swing detection system 1, object of the present invention is mounted in a region of the railway track away from the tracks, as illustrated in figure 8 in particular.
  • An example of this type of installation can be understood as being made on a platform, station or stop, for example.
  • the assembly (installation) can be carried out on any operational section of the track that is in a swing production environment, such as the tangent of a curve that characterizes a point on the railway that produces oscillation 8.
  • figure 8 also exemplifies a configuration of the system, object of the present invention, in which there is a compatibility between the height H1 of the sensor in relation to the ground and a wagon height H2.
  • compatibility does not mean that the heights H1 and H2 are the same, but rather that each sensor in the sensor set 5 is positioned at a height that allows it to measure the magnitudes of each wagon 6 in a satisfactory manner, i.e. is, less than the height H1 is less than the height H2 of the wagon.
  • the height H2 of the wagon may be 3680mm from the ground and the height of the sensor may be 3530mm from the ground.
  • the assembly of system 1 should preferably be done immediately after a section where rocking is produced, such as after a curve, thus composing a rocking measurement station.
  • An assembly of this nature allows sensors 5a, 5b, 5c, 5d of the sensor set 5 to adjust the respective distances Da, Db, Dc, Dd in relation to the wagon 6 appropriately.
  • This configuration is advantageous, as it is fixed and stationary in relation to wagon 6, and is therefore not subject to the vibrations and movements of the measured wagon 6.
  • the proposed system 1 is configured to group data from the set of sensors 5 and store them in a storage center. This process can also be called clustering and allows categorizing and analyzing the data obtained by the set of sensors 5, also composing a maintenance history of the wagon 6 and its identification.
  • the present invention also refers to a method for detecting wagon swing 6 compatible with the system 1 already described.
  • the characteristics of this system 1 apply, mutatis mutandis, also to said method and will not be detailed again below.
  • the proposed method is implemented using a set of fixed sensors 5, spaced apart, arranged at a height H1 from the ground and installed on a section of a railway track 2.
  • the proposed method may include an initial step of assembling the set of sensors 5 in a region of the railway track away from the tracks, which is carried out immediately after a section where swing is produced.
  • the set of sensors 5 is mounted (installed) in a region distant from the tracks and not on, coupled to or tangent to them (see figure 8 ).
  • step of this method comprises sequentially activating each sensor 5a, 5b, 5c, 5d of the set of sensors 5 through the passage of the wagon 6, as exemplified in sequential figures 2 to 6 .
  • this activation is automatic and, as already mentioned, each of said sensors 5a, 5b, 5c, 5d is configured to perform the measurement after the measurement of the immediately previous sensor.
  • a step of the proposed method is to measure a distance Da, Db, Dc, Dd through each sensor 5a, 5b, 5c, 5d respectively, so that each distance is measured sequentially and configured as a reference parameter for the subsequent distance.
  • sensor 5a will measure the distance Da and then sensor 5b will measure the distance Db, followed by sensor 5c which will measure the distance Dc and finally the sensor 5d will measure the distance Dd.
  • the number of sensors and consequently of measured quantities is not a limitation of the invention, so that this step can comprise as many measurements as necessary, made by additional sensors configured with the teachings of the present invention.
  • This feature is quite advantageous, as it makes the present invention possible to verify the real swing of the wagon 6, which does not occur when considering the angle of attack.
  • damping curve can be one of those exemplified in figure 7 , and can be obtained after wagon 6 passes the last sensor from sensor array 5.
  • the proposed method may comprise an additional step of characterizing conditions of the damping assembly 7.
  • this step is configured to characterize the integrity of the damping assembly 7, which can be characterized as good, worn or critical. Having already been explained previously, such characterizations or classifications will not be detailed again, but it should be noted that other classifications can also be implemented without prejudice to the teachings of the present invention.
  • a fuzzy rupture-type logic can be used in accordance with the teachings or proposal, which will allow for the characterization or classification in more detail of the integrity of wagon components 6, such as the damping assembly 7.
  • the present invention makes it possible to determine the real swing of the wagon and relate it to other important characteristics, such as conditions of a damping assembly 7.
  • the suggested method may also include a step of checking at least the frequency, amplitude and damping coefficient related to the rocking of the wagon 6 through its damping curve.
  • the method may also include a step of grouping data from the set of sensors 5 and storing them in a storage center (not shown).
  • the storage of the data obtained is very relevant to evaluate the history of each observed wagon 6.
  • the method may also include a step of composing a maintenance history of wagon 6 based on its swing.
  • the method may also include a step of identifying wagon 6, which is done through data crossing. More specifically, considering the passage of the train with the wagon 6 through sensor set 5, valuable information about it can be verified in its file.
  • the identification of the wagon 6 can be done as follows: a time of passage of the wagon 6 through the set of sensors 5 is considered. Therefore, based on the gaps between each wagon, the number of wagons 6 is also counted of that train and, comparing this information with the crossing time at that specific point, it is possible to identify such wagon 6.
  • the method is preferably configured to be able to act on a wagon 6 that has at least one flat side face, to which the set of sensors is directed.
  • This geometry optimizes the measurement of data and information by the set of sensors 5, as already explained.
  • the wagon swing detection method 6 can be carried out at a swing measuring station, being compatible with the wagon swing detection system 1 also object of the present invention.
  • the present invention provides for a swing measuring station comprising a set of fixed sensors 5, spaced apart, arranged at a height H1 from the ground and installed on a section of a railway track 2.
  • the proposed swing measuring station is compatible with the wagon swing detection system 1 and the wagon swing detection method and, for this reason, its components will not be detailed again.
  • the proposed station allows to verify at least the frequency, amplitude and damping coefficient related to the rocking of the wagon 6 and characterize conditions of a damping set 7.
  • said measuring station is ideally mounted immediately after a section where rocking is produced, so that the height H1 is compatible with a height H2 of the wagon 6 as illustrated in figure 8 .
  • Such a station can be set up on any stretch of railway, allowing advantageously to obtain a plurality of information from cars 6 and even from an entire train based on the teachings described herein.
  • reference parameters obtained from a new wagon 6 are initially considered, that is, with its damping assembly 7 completely intact. From this wagon 6, swing data is extracted, which especially includes frequency, damping factor and respective damping curve.
  • the set of sensors 5 consists of four sensors, a quantity that proved to be reasonable to achieve the objectives proposed here, but this quantity is obviously not a limitation of the invention.
  • the sensor array 5 is configured to take continuous readings. In one configuration, for example, twenty readings are taken per second to obtain a reasonable damping curve, but this amount can vary without affecting the teachings described here.

Landscapes

  • Engineering & Computer Science (AREA)
  • Mechanical Engineering (AREA)
  • Health & Medical Sciences (AREA)
  • Biomedical Technology (AREA)
  • General Health & Medical Sciences (AREA)
  • Train Traffic Observation, Control, And Security (AREA)

Abstract

The present invention relates to a system (1) and method for the detection of wagon swing (6), through which it is detected by specific sensors (5a, 5b, 5c, 5d) when a wagon (6) presents excessive swing when passing through a certain section of a railway track (2), in which such detection is made by measuring specific distances, advantageously disregarding an angle of attack of the wagon wheels (6) measured between an axis of such wheels and a horizontal plane on which railway tracks (2) are located.

Description

  • The present invention relates to a system and method for the detection of wagon swing, through which it is detected by means of specific sensors when a wagon presents excessive swing when passing through a certain section of a railway track.
  • Description of the State of the Art
  • When it comes to railways and their compositions (trains), it is extremely necessary to monitor parameters to ensure safe circulation, whether for passengers or various types of loads.
  • There are numerous parameters that can be monitored, but in the present context, special emphasis is placed on those that may cause instability in the wagons of a composition.
  • Among the known solutions, there is for example the one described in document PI0513289-4. This is configured to detect an angle of attack formed between the wheels of an axle and the tracks.
  • Therefore, the angle measured by the solution of this document is, in fact, a yaw angle between the plane of the wheel engaged on the track and a plane tangent to the track.
  • US5368260 , on the other hand, discloses laser or infrared sensors that measure oscillations and angles in a moving car also configured to measure an angle of attack between the plane of a wheel and the tangent to the external track to which the wheel is engaged.
  • Other solutions propose measuring oscillations in a wagon with sensors installed directly on the wagon, that is, solutions embedded in it.
  • However, it should be noted that the angle of attack may not reflect the swing of the wagon. More specifically, it is observed that the angle formed between a wheel axis and the tangent plane to the track does not necessarily reproduce the wagon's rocking inclination angle in a scenario of wagon instability and, if it occurs, this is a mere coincidence.
  • This is mainly because a damping system operates which aims, among other functions, not to transmit any oscillations, vibrations or swings suffered by its base (axles, wheels, etc.) to the wagon.
  • As a result, the solutions known in the prior art do not adequately apply to monitoring the wagon's swing. If applied for this purpose, the measured data will be inaccurate and will not reflect the real nature of the wagon's swing.
  • Therefore, there are no solutions in the state of the art capable of correctly gauging, monitoring, measuring and/or observing a swing in the wagon and transmitting information so that appropriate measures can be taken, especially with regard to maintenance of such wagons.
  • Objectives of the invention
  • An objective of the present invention is to provide a system and method for the detection of wagon swing.
  • An objective of the present invention is to provide a system and method for the detection of wagon swing that acts through a set of sensors.
  • An objective of the present invention is to provide a system and method for the detection of wagon swing that verifies the status of a wagon damping assembly.
  • An objective of the present invention is to provide a system and method for the detection of wagon swing that allows selective maintenance to be carried out on the wagon damping assembly.
  • An objective of the present invention is to provide a swing measuring station comprising a set of sensors and compatible with the system and method also objects of the present invention.
  • Brief Description of the invention
  • The objectives of the present invention are achieved by means of a wagon swing detection system comprising a set of fixed sensors, spaced apart, arranged at a certain height from the ground and installed on a section of a railway track, the system being configured to obtain at least one angle of inclination of a car in relation to its center line.
  • The objectives of the present invention are also achieved through a wagon swing detection method implemented through a set of fixed sensors, spaced apart, arranged at a height from the ground and installed in a section of a railway track, the method being compatible with the system also object of the present invention.
  • The objectives of the present invention are also achieved by means of a swing measuring station comprising a set of fixed sensors, spaced apart, arranged at a height from the ground and installed on a section of a railway track, the measurement station swing measurement being compatible with the system and method also objects of the present invention.
  • Brief Description of the Drawings
  • The present invention will now be described in more detail based on an example of execution represented in the drawings. The figures show:
    • Figure 1 - is a representation of a section of railway equipped with a system, method and station, objects of the present invention;
    • Figure 2 - represents a moving wagon passing through a section of railway track equipped with the system, method and station, objects of the present invention;
    • Figure 3 - represents a moving wagon passing through a section of railway track equipped with the system, method and station, objects of the present invention;
    • Figure 4 - represents a moving wagon passing through a section of railway equipped with the system, method and station, objects of the present invention;
    • Figure 5 - represents a moving wagon passing through a section of railway track equipped with the system, method and station, objects of the present invention;
    • Figure 6 - represents a moving wagon passing through a section of railway track equipped with the system, method and station, objects of the present invention;
    • Figure 7 - are graphs exemplifying damping curves for damping sets characterized as good, worn or critical in accordance with the teachings of the present invention;
    • Figure 8 - is a view exemplifying a swing measuring station in accordance with the teachings of the present invention;
    • Figure 9 - is an example of a wagon tilting to the left and being monitored by the system, method and station, objects of the present invention;
    • Figure 10 - is an example of a wagon tilting to the right and being monitored by the system, method and station, objects of the present invention.
    Detailed Description of Figures
  • Firstly, with initial reference to figures 1 to 10, the present invention refers to a wagon swing detection system 1, now also referred to as system 1. System 1 as detailed below aims to especially allow detecting swing of a wagon 6 that passes through a certain section of a railway track 2.
  • In the context of the present invention, said swing can be understood as a movement or mostly angular oscillation of the wagon 6 that can be caused by several factors, among which irregularities on the railway tracks 2, curves made with excessive speed and load unbalance, for example. Swings are exemplified in figures 9 and 10, in which a left side of the car 6 is observed compressing and a right side of the car 6 stretching.
  • Thus, wagon 6 suffers a lateral force when passing through a point on the railway track that produces this oscillation 8 (for example, curve, unevenness, track changing devices, among others) which, due to its positioning on the tracks, causes it to be pushed laterally and describe an angular movement around a contact point on said track.
  • In relation to the swing that the present invention monitors, it is necessary to define some parameters such as amplitude, frequency, damping factor and maintenance history.
  • Amplitude z reflects how much the car 6 moves from one side to the other in relation to its center line.
  • Frequency w comprises a number of amplitude cycles that occur in a given space of time.
  • In turn, damping factor ζ represents how much a damping assembly 7 of wagon 6 can retain from this swing so that wagon 6 remains stable.
  • Maintenance history is a systematic representation that indicates whether or not wagon 6 has undergone maintenance that may or may not have treated the damping assembly 7.
  • Other important variables considered in the present invention are natural oscillation frequency wn, initial speed v0 and initial amplitude z0.
  • For a car 6, mathematically we have equation 1 below which relates these variables as follows: z t = e ζω n t z o cos wt + ζw n z o + v o w sen wt
    Figure imgb0001
    in which the decreasing exponential function causes the harmonic function to gradually dampen as a function of the damping factor ζ.
  • Just to give a numerical example, if the damping assembly 7 is in "new" condition, the damping factor ζ is 0.25. As it degrades, this value is reduced and can reach 0.19. In this case, there is less attenuation of the swing, in accordance with the previous equation.
  • Thus, the decreasing exponential function causes the harmonic function of equation 1 to gradually dampen as a function of the damping factor ζ. When the vibration amplitude z(t) decreases with time, the system is said to be stable.
  • Based on equation 1, it is possible to classify the swing of wagon 6. At this point, it is clear that the swing of wagon 6 can be classified as overdamped, critically damped or underdamped. This damping classification, however, will not be detailed in this text as it is already widespread knowledge in this field.
  • In any case, wagon 6 tends to recover due to the damping assembly 7 acting on it, where this recovery occurs due to the damping factor ζ mentioned above.
  • To monitor this swing in light of the previously described variables, the system 1 then comprises a set of sensors 5 configured specifically for this purpose. Merely to exemplify a configuration of the present invention, sensors 5a, 5b, 5c, 5d that make up the set of sensors 5 can be of the infrared type.
  • These sensors act satisfactorily by emitting waves that allow the necessary data to be measured with adequate precision to achieve the objectives of the present invention, which will be detailed below.
  • As shown in figure 8, such sensors are fixed in relation to the wagon 6, spaced apart, arranged at a certain height H1 of the sensor in relation to the ground and installed on a section of a railway track 2.
  • It should be noted that the number of sensors in the sensor set 5 is not a limitation of the present invention. However, the number of four sensors 5a, 5b, 5c, 5d proves to be advantageous, as it allows you to obtain a satisfactory amount of data from wagon 6 while maintaining a low installation and subsequent maintenance cost.
  • For this reason, a set of sensors 5 formed by four sensors 5a, 5b, 5c, 5d will be considered the preferred configuration of the present invention, this not being a limiting quantity thereof.
  • More specifically in relation to the operation of the set of sensors 5, each sensor 5a, 5b, 5c, 5d of the set of sensors 5 is configured to measure a respective distance Da, Db, Dc, Dd in relation to the wagon 6 so that each distance is measured sequentially and configured as a reference parameter for the subsequent distance.
  • In other words, sensor 5a measures a distance Da, sensor 5b measures a distance Db, sensor 5c measures a distance Dc and sensor 5d measures a distance Dd, sequentially, that is, each of the said Sensors 5a, 5b, 5c, 5d are configured to perform their measurement after a measurement of the immediately previous sensor.
  • In addition, each distance Da, Db, Dc, Dd measured is taken as a reference for the immediately previous distance, that is, the distance Da is a reference for the distance Db, the distance Db is a reference for the distance Dc and the distance Dc is a reference for the distance Dd.
  • In this way, it is possible to compare each measured distance with the respective immediately previous distance, allowing to check whether quantities related to the swing, such as amplitude and frequency for example, are increasing or decreasing and also classify the swing.
  • Figures 2, 3, 4, 5 and 6 schematically exemplify wagon 6 being sequentially monitored by sensors 5a, 5b, 5c, 5d, which also sequentially obtain the distances Da, Db, Dc, Dd also illustrated in these figures . More specifically, figures 2 to 6 exemplify in sequence a moving wagon being monitored by sensors 5a, 5b, 5c, 5d to obtain respective distances Da, Db, Dc, Dd as follows:
    • Sensor 5a - Distance From (figure 2);
    • Sensors 5a and 5b - Distances Da and Db (figure 3);
    • Sensors 5b and 5c - Distances Db and Dc (figure 4);
    • Sensors 5c and 5d - Distances Dc and Dd (figure 5);
    • Sensor 5d - Distance Dd (figure 6).
  • Additionally, the proposed system 1 is configured so that each distance Da, Db, Dc, Dd also allows at least one real damping curve related to the swing of the wagon 6 to be obtained.
  • As indicated in figures 9 and 10, the present invention is configured to perform the swing check of the wagon 6 disregarding an angle of attack of wheels of the wagon 6 measured between an axis of such wheels and a horizontal plane in which railway tracks are found as is commonly found in the prior art.
  • Thus, as already mentioned, the measurement of this information related to the aforementioned quantities allows obtaining a real damping curve related to the swing of wagon 6 through the system 1 now proposed, in which the real damping curve related to the swing of wagon 6 can be completely obtained after wagon 6 passes the last sensor of the set of sensors 5, in which the real damping curve makes it possible to verify at least frequency, amplitude and damping coefficient related to the swing of wagon 6.
  • The actual damping curve can then be compared with a theoretical damping curve, previously obtained and parameterized and configured to serve as a reference for said characterization of the wagon swing and subsequent characterization of the integrity of a damping assembly 7 as per will be detailed below in light especially of figure 7.
  • Thus, based on this information, it is possible to characterize conditions of a damping assembly 7 with regard to its integrity (condition). In this sense, the damping assembly 7 can be characterized as at least good, normal or bad.
  • For this characterization, first a verification of rules is carried out considering absolute values derived from a theoretical formulation of the dynamic behavior of the wagons' swing. There are safety limits for the amplitude, damping and frequency of movement that allow this classification to be made.
  • At a second level, a check is carried out using classification rules based on the statistical data of the wagons. The more discrepant the result of the wagon under analysis from the average for that type of wagon, the more likely it is to have an item out of specification. In this case, inferences and validations are made of the statistical behavior of amplitude, damping coefficient and oscillation frequency to carry out hypothesis tests to identify wagons with anomalous behavior in their class.
  • In other words, the data obtained when wagon 6 passes are used to draw a real curve of the same, which is subsequently compared with theoretical curves resulting in a classification of the damping set of said wagon 6. These in- training can be used to analyze its maintenance.
  • It should be noted that, to this end, it is also possible to use artificial intelligence to carry out the classification using supervised and unsupervised machine learning models, seeking to identify combinations of factors that may indicate a risk to the operation.
  • In this aspect, system 1, object of the present invention, allows classifying the integrity of the damping assembly 7 by obtaining specific data. Obviously these classifications of good, normal or bad should not be understood in themselves as limitations to the present invention, as other classifications can also be implemented through the teachings described herein.
  • In one embodiment, the proposed system 1 is configured to be able to act on a wagon 6 that has at least one flat side face.
  • The application of system 1 in flat-faced wagons 6 proves to be quite advantageous, as this type of wagon 6 allows each sensor in the sensor set 5 to act correctly and carry out its measurements in a correct manner. Therefore, a flat face does not tend to induce erroneous measurements by the sensors precisely because it is flat.
  • Alternatively, the present invention may be implemented on other types of wagons with non-flat faces.
  • In any case, the wagon swing detection system 1, object of the present invention, is mounted in a region of the railway track away from the tracks, as illustrated in figure 8 in particular. An example of this type of installation can be understood as being made on a platform, station or stop, for example. In general, the assembly (installation) can be carried out on any operational section of the track that is in a swing production environment, such as the tangent of a curve that characterizes a point on the railway that produces oscillation 8.
  • Again, figure 8 also exemplifies a configuration of the system, object of the present invention, in which there is a compatibility between the height H1 of the sensor in relation to the ground and a wagon height H2. In the context of the present invention, such compatibility does not mean that the heights H1 and H2 are the same, but rather that each sensor in the sensor set 5 is positioned at a height that allows it to measure the magnitudes of each wagon 6 in a satisfactory manner, i.e. is, less than the height H1 is less than the height H2 of the wagon.
  • By way of example and not limitation, the height H2 of the wagon may be 3680mm from the ground and the height of the sensor may be 3530mm from the ground.
  • The assembly of system 1 should preferably be done immediately after a section where rocking is produced, such as after a curve, thus composing a rocking measurement station.
  • An assembly of this nature allows sensors 5a, 5b, 5c, 5d of the sensor set 5 to adjust the respective distances Da, Db, Dc, Dd in relation to the wagon 6 appropriately.
  • This configuration is advantageous, as it is fixed and stationary in relation to wagon 6, and is therefore not subject to the vibrations and movements of the measured wagon 6.
  • In addition, the proposed system 1 is configured to group data from the set of sensors 5 and store them in a storage center. This process can also be called clustering and allows categorizing and analyzing the data obtained by the set of sensors 5, also composing a maintenance history of the wagon 6 and its identification.
  • The present invention also refers to a method for detecting wagon swing 6 compatible with the system 1 already described. Thus, for all purposes, the characteristics of this system 1 apply, mutatis mutandis, also to said method and will not be detailed again below.
  • In any case, the proposed method is implemented using a set of fixed sensors 5, spaced apart, arranged at a height H1 from the ground and installed on a section of a railway track 2.
  • In order for the method to be implemented as claimed and the objectives of the present invention to be achieved, it is necessary to carry out an initial installation step.
  • More specifically, the proposed method may include an initial step of assembling the set of sensors 5 in a region of the railway track away from the tracks, which is carried out immediately after a section where swing is produced.
  • Therefore, this means that, in line with what has already been described, the set of sensors 5 is mounted (installed) in a region distant from the tracks and not on, coupled to or tangent to them (see figure 8).
  • After the initial step, there is a step of this method that comprises sequentially activating each sensor 5a, 5b, 5c, 5d of the set of sensors 5 through the passage of the wagon 6, as exemplified in sequential figures 2 to 6. In one configuration, this activation is automatic and, as already mentioned, each of said sensors 5a, 5b, 5c, 5d is configured to perform the measurement after the measurement of the immediately previous sensor.
  • Thus, a step of the proposed method is to measure a distance Da, Db, Dc, Dd through each sensor 5a, 5b, 5c, 5d respectively, so that each distance is measured sequentially and configured as a reference parameter for the subsequent distance.
  • In other words, sensor 5a will measure the distance Da and then sensor 5b will measure the distance Db, followed by sensor 5c which will measure the distance Dc and finally the sensor 5d will measure the distance Dd. Obviously, the number of sensors and consequently of measured quantities is not a limitation of the invention, so that this step can comprise as many measurements as necessary, made by additional sensors configured with the teachings of the present invention.
  • In line with what has already been described, it is important to highlight that in accordance with the teachings of the present invention and moving away from the solutions known in the state of the art, the invention proposed here can be carried out disregarding an angle of attack of the wagon wheels 6 measured between an axis of such wheels and a horizontal plane on which railway tracks are located, as illustrated in figures 9 and 10.
  • This feature is quite advantageous, as it makes the present invention possible to verify the real swing of the wagon 6, which does not occur when considering the angle of attack.
  • It is also a step in the proposed method to also obtain at least one damping curve related to the rocking of wagon 6. Such damping curve can be one of those exemplified in figure 7, and can be obtained after wagon 6 passes the last sensor from sensor array 5.
  • Additionally, the proposed method may comprise an additional step of characterizing conditions of the damping assembly 7.
  • In more details, this step is configured to characterize the integrity of the damping assembly 7, which can be characterized as good, worn or critical. Having already been explained previously, such characterizations or classifications will not be detailed again, but it should be noted that other classifications can also be implemented without prejudice to the teachings of the present invention.
  • For example, if an artificial intelligence solution controlled in accordance with the principles of the present invention is implemented, a fuzzy rupture-type logic can be used in accordance with the teachings or proposal, which will allow for the characterization or classification in more detail of the integrity of wagon components 6, such as the damping assembly 7.
  • Merely as a non-limiting example, such detailed and additional classifications can be completely intact, partially worn, severely worn, extremely critical, without conditions of use, among others.
  • In any case, and quite beneficially, the present invention makes it possible to determine the real swing of the wagon and relate it to other important characteristics, such as conditions of a damping assembly 7.
  • Additionally, the suggested method may also include a step of checking at least the frequency, amplitude and damping coefficient related to the rocking of the wagon 6 through its damping curve.
  • This is because these are important parameters to be monitored and bring valuable information that, upon evaluation by an operator, can indicate necessity of maintenance, replacement of wagons 6, components, among others.
  • In this regard, the method may also include a step of grouping data from the set of sensors 5 and storing them in a storage center (not shown).
  • The storage of the data obtained is very relevant to evaluate the history of each observed wagon 6. Thus, the method may also include a step of composing a maintenance history of wagon 6 based on its swing.
  • In addition, the method may also include a step of identifying wagon 6, which is done through data crossing. More specifically, considering the passage of the train with the wagon 6 through sensor set 5, valuable information about it can be verified in its file. The identification of the wagon 6 can be done as follows: a time of passage of the wagon 6 through the set of sensors 5 is considered. Therefore, based on the gaps between each wagon, the number of wagons 6 is also counted of that train and, comparing this information with the crossing time at that specific point, it is possible to identify such wagon 6.
  • In line with what has already been described, the method is preferably configured to be able to act on a wagon 6 that has at least one flat side face, to which the set of sensors is directed. This geometry optimizes the measurement of data and information by the set of sensors 5, as already explained.
  • Obviously, except for some adaptations, the present proposal could also operate on other wagons 6, such as cylindrical ones, for example.
  • Furthermore, the wagon swing detection method 6 can be carried out at a swing measuring station, being compatible with the wagon swing detection system 1 also object of the present invention.
  • Furthermore, as shown in figure 8, the present invention provides for a swing measuring station comprising a set of fixed sensors 5, spaced apart, arranged at a height H1 from the ground and installed on a section of a railway track 2.
  • The proposed swing measuring station is compatible with the wagon swing detection system 1 and the wagon swing detection method and, for this reason, its components will not be detailed again.
  • The proposed station allows to verify at least the frequency, amplitude and damping coefficient related to the rocking of the wagon 6 and characterize conditions of a damping set 7.
  • To provide adequate and useful operation, said measuring station is ideally mounted immediately after a section where rocking is produced, so that the height H1 is compatible with a height H2 of the wagon 6 as illustrated in figure 8.
  • However, such a station can be set up on any stretch of railway, allowing advantageously to obtain a plurality of information from cars 6 and even from an entire train based on the teachings described herein.
  • For illustrative purposes only, an example of a possible embodiment of the present invention will be described below.
  • Example 1
  • Here, reference parameters obtained from a new wagon 6 are initially considered, that is, with its damping assembly 7 completely intact. From this wagon 6, swing data is extracted, which especially includes frequency, damping factor and respective damping curve.
  • In principle, the set of sensors 5 consists of four sensors, a quantity that proved to be reasonable to achieve the objectives proposed here, but this quantity is obviously not a limitation of the invention.
  • In any case, the sensor array 5 is configured to take continuous readings. In one configuration, for example, twenty readings are taken per second to obtain a reasonable damping curve, but this amount can vary without affecting the teachings described here.
  • When wagon 6 passes through the set of sensors 5, its data is obtained in the form of primary data ("raw"). This data is processed and can be smoothed by processes already known in the prior art, so that noise, also called "outliers", is removed and discarded.
  • Subsequently, its damping curve can be obtained in accordance with the teachings already described here. One way to obtain this curve is mathematically, using the least squares method.
  • From there, the curve obtained is compared with the reference parameters, thus being able to characterize (classify) the integrity of the damping assembly of each wagon 6 in accordance with parameters and comparisons already detailed in this text.
  • Having described a preferred embodiment example, it must be understood that the scope of the present invention covers other possible variations, being limited only by the content of the attached claims, including possible equivalents.

Claims (31)

  1. Wagon swing detection system (1) comprising a set of fixed sensors (5), spaced apart, arranged at a certain height from the ground (H1) and installed on a section of a railway track (2), the wagon detection system (1) being characterized in that each sensor (5a, 5b, 5c, 5d) of the set of sensors (5) is configured to measure a respective distance (Da, Db, Dc, Dd) in relation to the wagon (6) so that each distance is measured sequentially and configured as a reference parameter for the subsequent distance, in which
    the swing of the wagon (6) is obtained based on each distance (Da, Db, Dc, Dd) so as to allow obtaining at least one real damping curve related to said swing of the wagon (6).
  2. Wagon swing detection system (1), in accordance with claim 1, characterized in that the set of sensors (5) is formed by a plurality of sensors (5a, 5b, 5c, 5d), each of said sensors (5a, 5b, 5c, 5d) being configured to carry out its measurement after a measurement of the immediately previous sensor.
  3. Wagon swing detection system (1), in accordance with claim 2, characterized in that it is configured in such a way that conditions of a damping assembly (7) are characterized as a function of the actual damping curve related to said wagon swing (6), in which frequency and damping factor information are considered to characterize the conditions of the damping assembly (7).
  4. Wagon swing detection system (1), in accordance with claim 3, characterized in that the conditions of the damping assembly (7) characterize its integrity and can be at least good, normal or bad, in which the classification is based on statistical data for each wagon (6), in which the real damping curve can be compared with a theoretical damping curve which is configured as a reference for said wagon swing characterization (6) and subsequent characterization of integrity of a damping assembly (7), in which the characterization can be done at two levels: a first verification based on absolute values of data for each wagon (6) and a second verification based on rules so that the classification of the wagon (6) is based on a comparison with the theoretical damping curve and possible discrepancies with the real damping curve.
  5. Wagon swing detection system (1), in accordance with claim 4, characterized in that it is configured so that obtaining the distances (Da, Db, Dc, Dd) can be done disregarding an angle of wheel attack of the wagon (6) measured between an axis of such wheels and a horizontal plane on which railway tracks are located.
  6. Wagon swing detection system (1), in accordance with claim 5, characterized in that it is configured to be able to act on a wagon (6) that has at least one flat side face.
  7. Wagon swing detection system (1), in accordance with claim 6, characterized in that it is mounted in a region of the railway track away from the tracks, in order to allow the sensors (5a, 5b, 5c, 5d) of the set of sensors (5) measure the respective distances (Da, Db, Dc, Dd) in relation to the wagon (6).
  8. Wagon swing detection system (1), in accordance with claim 7, characterized in that it is fixed in relation to the wagon (6).
  9. Wagon swing detection system (1), in accordance with claim 8, characterized in that the damping curve related to the swing of the wagon (6) can be completely obtained after the wagon (6) passes by the last sensor of the set of sensors (5), wherein the damping curve allows checking at least the frequency, amplitude and damping coefficient related to the movement of the wagon (6).
  10. Wagon swing detection system (1), in accordance with claim 9, characterized in that it is configured to group data from the set of sensors (5) and store them in a storage center.
  11. Wagon swing detection system (1), in accordance with claim 10, characterized in that it allows composing a maintenance history of the wagon (6) as a function of its swing.
  12. Wagon swing detection system (1), in accordance with claim 11, characterized in that it allows the wagon (6) to be identified.
  13. Wagon swing detection system (1), in accordance with claim 12, characterized in that the height (H1) is compatible with a wagon height (H2).
  14. Wagon swing detection system (1), in accordance with claim 13, characterized in that it is mounted immediately after a point where swing is produced (8).
  15. Wagon swing detection system (1), in accordance with claim 14, characterized in that it comprises a swing measurement station.
  16. Wagon swing detection method (6) implemented using a set of fixed sensors (5), spaced apart, arranged at a height (H1) from the ground and installed on a section of a railway track (2), the method being characterized in that it is composed of at least the steps of:
    - sequentially activate each sensor (5a, 5b, 5c, 5d) of the sensor set (5) through the wagon passage (6);
    - measure a distance (Da, Db, Dc, Dd) through each sensor (5a, 5b, 5c, 5d) respectively, so that each distance is measured sequentially and configured as a reference parameter for the subsequent distance;
    - obtain at least one damping curve related to the wagon swing (6).
  17. Wagon swing detection method (6), in accordance with claim 16, characterized in that each of said sensors (5a, 5b, 5c, 5d) is configured to perform measurement after measurement of the immediately preceding sensor.
  18. Wagon swing detection method (6), in accordance with claim 17, characterized in that it may comprise an additional step of characterizing conditions of a damping assembly (7) as a function of each distance (Da , Db, Dc, Dd).
  19. Wagon swing detection method (6), in accordance with claim 18, characterized in that the step of characterizing conditions of a damping assembly (7) is configured so as to characterize integrity of the damping assembly (7) as at least good, normal or bad, in which the classification is based on statistical data for each car (6), in which the actual damping curve can be compared with a theoretical damping curve which is configured as reference for said characterization of the wagon swing (6) and subsequent characterization of the integrity of a damping assembly (7), in which the characterization step can be done at two levels: a first verification based on absolute values of the data for each wagon (6) and a second check based on rules so that the wagon classification is based on a comparison with the theoretical damping curve and possible discrepancies with the real curve.
  20. Wagon rocking detection method (6), in accordance with claim 19, characterized in that it can be carried out disregarding an angle of attack of the wagon wheels (6) measured between an axis of such wheels and a horizontal plane on which railway tracks lie.
  21. Wagon swing detection method (6), in accordance with claim 20, characterized in that it is configured to be able to act on a wagon (6) that has at least one flat side face.
  22. Wagon swing detection method (6), in accordance with claim 21, characterized in that it may include an initial step of mounting the set of sensors (5) in a region of the railway track away from the tracks.
  23. Method of detecting wagon swing (6), in accordance with claim 22, characterized in that the step of also obtaining at least the damping curve related to the swing of the wagon (6) can be carried out after the wagon (6) pass through the last sensor of the sensor set (5).
  24. Method of detecting wagon swing (6), in accordance with claim 23, characterized in that it may further include a step of checking at least frequency, amplitude and damping coefficient related to the swing of the wagon (6) by middle of its damping curve.
  25. Wagon swing detection method (6), in accordance with claim 24, characterized in that it may further include a step of grouping data from the set of sensors (5) and storing them in a storage center
  26. Method for detecting wagon swing (6), in accordance with claim 25, characterized in that it may also include a step of composing a maintenance history of the wagon (6) depending on its swing.
  27. Wagon swing detection method (6), in accordance with claim 26, characterized in that it may further include a step of identifying the wagon (6).
  28. Wagon swing detection method (6), in accordance with claim 27, characterized in that the initial assembly step is carried out immediately after a section where swing is produced.
  29. Wagon swing detection method (6), in accordance with claim 28, characterized in that it can be carried out at a swing measuring station, being compatible with the wagon swing detection system (1), as defined in claim 1.
  30. Swing measuring station comprising a set of fixed sensors (5), spaced apart, arranged at a height (H1) from the ground and installed on a section of a railway track (2), characterized in that each sensor (5a, 5b, 5c, 5d) of the set of sensors (5) is mounted in a region of the railway track away from the tracks and configured to measure a respective distance (Da, Db, Dc, Dd) in relation to the wagon (6), so that each distance is measured sequentially and configured as a reference parameter for the subsequent distance, so as to also allow obtaining at least one real damping curve related to the swing of the wagon (6), allowing to verify at least the frequency, amplitude and damping coefficient related to the movement of the wagon (6) and characterize conditions of a damping assembly (7) regarding its integrity, which can be characterized as at least good, normal or bad, wherein the actual damping curve can be compared with a theoretical damping curve which is configured as a reference for said characterization of the wagon swing (6) and subsequent characterization of the integrity of a damping assembly (7), in which the characterization can be done at two levels: a first verification based on absolute values of the data for each wagon (6) and a second verification based on rules so that the classification of the wagon is based on a comparison with the theoretical damping curve and possible discrepancies with the real damping curve, in which an angle of attack of the wagon wheels (6) measured between an axis of such wheels and a horizontal plane in which they lie railway tracks, which can be completely obtained after the wagon (6) passes the last sensor of the set of sensors (5), in which the wagon (6) has at least one flat side face and can be identified, in which data from the set of sensors (5) are grouped and stored in a storage center, allowing the creation of a maintenance history of the wagon (6) depending on its swing, in which
    said measuring station is mounted immediately after a section where rocking is produced, so that the height (H1) is compatible with a height (H2) of the wagon (6).
  31. Swing measuring station, in accordance with claim 30, characterized in that it is compatible with the wagon swing detection system (1), as defined in claim 1, and with the swing detection method wagon swing (6), as defined in claim 16.
EP23206957.5A 2022-10-31 2023-10-31 System and method for detecting wagon sway Pending EP4360991A1 (en)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
BR102022002216 2022-10-31

Publications (1)

Publication Number Publication Date
EP4360991A1 true EP4360991A1 (en) 2024-05-01

Family

ID=89190741

Family Applications (1)

Application Number Title Priority Date Filing Date
EP23206957.5A Pending EP4360991A1 (en) 2022-10-31 2023-10-31 System and method for detecting wagon sway

Country Status (1)

Country Link
EP (1) EP4360991A1 (en)

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5368260A (en) 1993-11-01 1994-11-29 Canadian Pacific Limited Wayside monitoring of the angle-of-attack of railway vehicle wheelsets
WO2018073331A1 (en) * 2016-10-20 2018-04-26 Siemens Ag Österreich Method and device for detecting roll motion of a rail vehicle car body relative to the bogie
US20200047779A1 (en) * 2018-08-07 2020-02-13 Hitachi High-Tech Fine Systems Corporation Vehicle size measurement apparatus and vehicle size measuring method
EP3663163A1 (en) * 2018-12-05 2020-06-10 Production cooperative «Research and production Complex «AVTOMATIZATSIYA» Automated system for commercial inspection of trains and cars with modular architecture

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5368260A (en) 1993-11-01 1994-11-29 Canadian Pacific Limited Wayside monitoring of the angle-of-attack of railway vehicle wheelsets
WO2018073331A1 (en) * 2016-10-20 2018-04-26 Siemens Ag Österreich Method and device for detecting roll motion of a rail vehicle car body relative to the bogie
US20200047779A1 (en) * 2018-08-07 2020-02-13 Hitachi High-Tech Fine Systems Corporation Vehicle size measurement apparatus and vehicle size measuring method
EP3663163A1 (en) * 2018-12-05 2020-06-10 Production cooperative «Research and production Complex «AVTOMATIZATSIYA» Automated system for commercial inspection of trains and cars with modular architecture

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
JELENA AKSENTIJEVIC ET AL: "Realisierung von Checkpoint-Lösungen bei der ÖBB-Infrastruktur AG - The implementation of checkpoint solutions at ÖBB-Infrastruktur AG", SIGNAL UND DRAHT: SIGNALLING & DATACOMMUNICATION, vol. 110, no. 4, 10 April 2018 (2018-04-10), DE, pages 12 - 26, XP055469205, ISSN: 0037-4997 *

Similar Documents

Publication Publication Date Title
CN107406090B (en) Abnormal vehicle dynamics detection
US8305567B2 (en) Rail sensing apparatus and method
KR20120095977A (en) Method for monitoring the state of a bogie of a railway vehicle comprising at least one wheel set
MXPA03008603A (en) Method and apparatus for monitoring wheel/brake performance.
Gerlici et al. The development of diagnostics methodological principles of the railway rolling stock on the basis of the analysis of dynamic vibration processes of the rail
CN112541430B (en) Fault diagnosis method for fusion of temperature signal and noise signal
EP4360991A1 (en) System and method for detecting wagon sway
US20240140506A1 (en) System and Method for Wagon Swing Detection
KR102111196B1 (en) A System for Detecting an Element of a Train
JP7056428B2 (en) Orbital condition evaluation method and evaluation device
Mal et al. Modern condition monitoring systems for railway wheel-set dynamics: Performance analysis and limitations of existing techniques
US20210139060A1 (en) Method and arrangement for identifying a rail vehicle wheel
Ni et al. A Bayesian machine learning approach for online wheel condition detection using track-side monitoring
CN115943103A (en) Method for monitoring railway track and monitoring system for monitoring railway track
Nugraha et al. Detection of railroad anomalies using machine learning approach
RU2803609C1 (en) Method for strain gauge monitoring of the rolling surface of railway cars wheels
RU2582761C1 (en) Automated system for measuring dynamic characteristics and detection of cars with negative dynamics
KR102412379B1 (en) A Multiple Diagnosing System for a Train Wheel and a Train Axle Bearing
Yao et al. Joint self-learning and fuzzy clustering algorithm for early warning detection of railway running gear defects
McGuire et al. Wayside wheel/rail load detector based rail car preventive maintenance
US20230415796A1 (en) Method for monitoring a railway track and monitoring unit for monitoring a railway track
Brant et al. Condition monitoring systems in the railway industry
CN117725804B (en) Rail geometrical parameter and vehicle dynamics fusion influence analysis method and system
CN114595514B (en) Intelligent track safety calculation method
Mattsson Wheel-rail impact loads generated by wheel flats-Detector measurements and simulations

Legal Events

Date Code Title Description
PUAI Public reference made under article 153(3) epc to a published international application that has entered the european phase

Free format text: ORIGINAL CODE: 0009012

STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: THE APPLICATION HAS BEEN PUBLISHED

AK Designated contracting states

Kind code of ref document: A1

Designated state(s): AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC ME MK MT NL NO PL PT RO RS SE SI SK SM TR