CN110509951A - A kind of rail deformation detection system and method - Google Patents

A kind of rail deformation detection system and method Download PDF

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Publication number
CN110509951A
CN110509951A CN201910824825.8A CN201910824825A CN110509951A CN 110509951 A CN110509951 A CN 110509951A CN 201910824825 A CN201910824825 A CN 201910824825A CN 110509951 A CN110509951 A CN 110509951A
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track
module
vehicle
image
fault detection
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李斌
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Jia Hong Fei Hong (beijing) Intelligent Technology Research Institute Co Ltd
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Jia Hong Fei Hong (beijing) Intelligent Technology Research Institute Co Ltd
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    • 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
    • B61K9/08Measuring installations for surveying permanent way
    • 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
    • B61K9/08Measuring installations for surveying permanent way
    • B61K9/10Measuring installations for surveying permanent way for detecting cracks in rails or welds thereof
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/20Administration of product repair or maintenance
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/40Business processes related to the transportation industry
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W4/00Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/30Services specially adapted for particular environments, situations or purposes
    • H04W4/40Services specially adapted for particular environments, situations or purposes for vehicles, e.g. vehicle-to-pedestrians [V2P]
    • H04W4/42Services specially adapted for particular environments, situations or purposes for vehicles, e.g. vehicle-to-pedestrians [V2P] for mass transport vehicles, e.g. buses, trains or aircraft
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W4/00Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/30Services specially adapted for particular environments, situations or purposes
    • H04W4/40Services specially adapted for particular environments, situations or purposes for vehicles, e.g. vehicle-to-pedestrians [V2P]
    • H04W4/44Services specially adapted for particular environments, situations or purposes for vehicles, e.g. vehicle-to-pedestrians [V2P] for communication between vehicles and infrastructures, e.g. vehicle-to-cloud [V2C] or vehicle-to-home [V2H]

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  • Engineering & Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Human Resources & Organizations (AREA)
  • General Business, Economics & Management (AREA)
  • General Physics & Mathematics (AREA)
  • Signal Processing (AREA)
  • Computer Networks & Wireless Communication (AREA)
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  • Entrepreneurship & Innovation (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Primary Health Care (AREA)
  • Machines For Laying And Maintaining Railways (AREA)
  • Train Traffic Observation, Control, And Security (AREA)

Abstract

The embodiment of the invention discloses a kind of rail deformation detection system and methods, wherein system includes vehicle-mounted detection device and ground control centre, and the vehicle-mounted detection device and the ground control centre are wirelessly connected;Wherein, the vehicle-mounted detection device is used for real-time detection rail fault, and rail deformation detection result is sent to the ground control centre;The ground control centre is for receiving the rail deformation detection as a result, generating maintenance work order according to the rail deformation detection result, and the maintenance mans are singly sent to handheld terminal.The technical solution of the embodiment of the present invention can be realized automated analysis and the detection of rail fault, thus quickly and accurately detection and positioning track failure, and to rail fault automatic early-warning.

Description

Track fault detection system and method
Technical Field
The embodiment of the invention relates to the technical field of fault detection, in particular to a track fault detection system and a track fault detection method.
Background
The track refers to a route laid by strip-shaped steel for running of trains, trams and the like. Under the condition that departure intervals are continuously shortened, requirements on operation links such as detection, maintenance and repair of infrastructure related to the track are more and more strict.
At present, a manual inspection mode is mainly adopted when the rail fault is detected.
In the process of implementing the invention, the inventor finds that the existing manual inspection mode has the following defects: the mode detection efficiency that the manual work was patrolled and examined is low, and working strength is big, and operational environment is abominable, is unfavorable for patrolling and examining staff's personal safety, and the testing result is with patrolling and examining staff's enthusiasm and the strong correlation of responsibility. In addition, the detection of the track fault by the current manual inspection mode can only focus on a certain fault type, the detection means for multiple fault types is insufficient, the fault position needs to be marked manually, and the marking point still needs to be found manually during subsequent maintenance. Secondly, the detection result of manual inspection cannot be transmitted in real time, and only fault analysis can be performed after detection is finished, so that the efficiency of solving the fault problem is influenced. And the fault analysis mainly aims at manually checking the detection result, so that the time consumption is high, the efficiency is low, and the workload is large.
Disclosure of Invention
The embodiment of the invention provides a track fault detection system and method, which can realize automatic analysis and detection of track faults, thereby quickly and accurately detecting and positioning the track faults and automatically early warning the track faults.
In a first aspect, an embodiment of the present invention provides a track fault detection system, including: the system comprises vehicle-mounted detection equipment and a ground control center, wherein the vehicle-mounted detection equipment is wirelessly connected with the ground control center; wherein,
the vehicle-mounted detection equipment is used for detecting track faults in real time and sending track fault detection results to the ground control center;
and the ground control center is used for receiving the track fault detection result, generating a maintenance work order according to the track fault detection result, and sending the maintenance work order to the handheld terminal.
In a second aspect, an embodiment of the present invention further provides a track fault detection method, including:
detecting the track fault in real time through vehicle-mounted detection equipment, and sending a track fault detection result to the ground control center;
and receiving the track fault detection result through a ground control center, generating a maintenance work order according to the track fault detection result, and sending the maintenance work order to the handheld terminal.
The embodiment of the invention forms a track fault detection system through vehicle-mounted detection equipment and a ground control center, detects track faults in real time through the vehicle-mounted detection equipment, sends track fault detection results to the ground control center, generates maintenance work orders according to the track fault detection results after the ground control center receives the track fault detection results, and sends the maintenance work orders to a handheld terminal, thereby solving the problems of low efficiency and the like of the existing manual routing inspection mode aiming at the track faults, realizing automatic detection of the track faults, and further quickly and accurately detecting and positioning the track faults.
Drawings
Fig. 1a is a schematic structural diagram of a track fault detection system according to an embodiment of the present invention;
FIG. 1b is a schematic diagram illustrating the effect of a track fault according to an embodiment of the present invention;
fig. 1c is a schematic structural diagram of a track fault detection system according to an embodiment of the present invention;
fig. 1d is a schematic working flow chart of a track fault detection system according to an embodiment of the present invention;
FIG. 1e is a schematic diagram of an image processing flow according to an embodiment of the present invention;
fig. 2 is a flowchart of a track fault detection method according to a second embodiment of the present invention.
Detailed Description
The present invention will be described in further detail with reference to the accompanying drawings and examples. It is to be understood that the specific embodiments described herein are merely illustrative of the invention and are not limiting of the invention.
It should be further noted that, for the convenience of description, only some but not all of the relevant aspects of the present invention are shown in the drawings. Before discussing exemplary embodiments in more detail, it should be noted that some exemplary embodiments are described as processes or methods depicted as flowcharts. Although a flowchart may describe the operations (or steps) as a sequential process, many of the operations can be performed in parallel, concurrently or simultaneously. In addition, the order of the operations may be re-arranged. The process may be terminated when its operations are completed, but may have additional steps not included in the figure. The processes may correspond to methods, functions, procedures, subroutines, and the like.
Example one
Fig. 1a is a schematic structural diagram of a track fault detection system according to an embodiment of the present invention, and as shown in fig. 1a, the track fault detection system includes: the system comprises a vehicle-mounted detection device 10 and a ground control center 20, wherein the vehicle-mounted detection device 10 is wirelessly connected with the ground control center 20; the vehicle-mounted detection equipment 10 is used for detecting track faults in real time and sending track fault detection results to the ground control center 20; the ground control center 20 is configured to generate a maintenance work order according to the track fault detection result, and send the maintenance work order to the handheld terminal.
The on-board detection device 10 may be a device mounted on a vehicle for detecting a failure of a track. Optionally, the vehicle may be a vehicle that runs on a dedicated track, such as a train or a subway train, and the embodiment of the present invention does not limit the specific type of the vehicle. The ground control center 20 may be configured to analyze the track fault detection result sent by the vehicle-mounted detection device and generate a corresponding repair order. The maintenance work order can be a work order for operation and maintenance workers to carry out operation and maintenance work.
In the embodiment of the invention, the track fault of the vehicle can be detected in real time through the vehicle-mounted detection device 10. The vehicle-mounted detection device 10 may send the track fault detection result to the ground control center 20 through WIreless communication, such as WiFi (WIreless-Fidelity, WIreless connection) or the like, or data communication, such as an operator public network 4G network or the like. Among them, the detection of the track fault by the on-board detection device 10 may be used as a preliminary detection result. After receiving the rail fault detection result, the ground control center 20 may further analyze the rail fault detection result to obtain a final fault analysis result, and generate a corresponding maintenance work order, so as to issue the maintenance work order to the handheld terminal of the operation and maintenance work area in real time. Fig. 1b is a schematic diagram of a rail fault effect according to an embodiment of the present invention. Specifically, as shown in fig. 1b, the rail failure includes, but is not limited to, rail surface damage, such as fish scale damage (schematic diagram of reference number (1) in fig. 1 b), rail crack (schematic diagram of reference number (2) in fig. 1 b), spalling block (schematic diagram of reference number (3) in fig. 1 b), tread crush (schematic diagram of reference number (4) in fig. 1 b), rail head pock (schematic diagram of reference number (5) in fig. 1 b), and rail optical band (schematic diagram of reference number (6) in fig. 1 b), and the like, and damage of rail fasteners, such as fastener loss, snap strip breakage (schematic diagram of reference number (7) in fig. 1 b), and strip looseness (schematic diagram of reference number (8) in fig. 1 b), and the like. Therefore, the rail fault detection system provided by the embodiment of the invention can effectively realize the standardized management of the work production operation flow of automatic reporting, automatic analysis and processing of the rail fault and automatic issuing of the maintenance work order.
The working principle of the track fault detection system in the embodiment of the invention is as follows: and detecting the track fault in real time through vehicle-mounted detection equipment to form a primary track fault detection result, and sending the track fault detection result to a ground control center. After the ground control center receives the track fault detection result, the track fault detection result can be further analyzed and confirmed to obtain a final fault analysis result, and a corresponding maintenance work order is generated according to the final fault analysis result so as to send the maintenance work order to the handheld terminal, so that operation and maintenance personnel can maintain the track fault according to the maintenance work order.
Fig. 1c is a schematic structural diagram of a track fault detection system according to an embodiment of the present invention, and in an alternative embodiment of the present invention, as shown in fig. 1c, an on-board detection device 10 may include an on-board image capture device 11 and an on-board host 12; the vehicle-mounted image acquisition equipment 11 is electrically connected and in communication connection with the vehicle-mounted host 12, and is used for acquiring a track image in real time and sending the acquired track image to the vehicle-mounted host 12; the vehicle-mounted host 12 is used for analyzing the received track image to obtain a track fault detection result; the track fault detection result comprises track fault information and alarm information.
The track fault information may be specific fault information, including but not limited to a specific fault type, a fault occurrence location, a fault detection time, and the like. The alarm information may be information formed for track fault information for alerting operation and maintenance personnel. Optionally, the alarm information may adopt a rating system to distinguish the importance degree of the track fault information.
Further, the in-vehicle detection apparatus 10 may include an in-vehicle image capture apparatus 11 and an in-vehicle host 12. The vehicle-mounted image acquisition device 11 is mainly used for acquiring a track image in real time and transmitting the acquired track image to the vehicle-mounted host 12. After receiving the track image, the on-board host 12 performs preliminary screening and analysis on the track image, thereby obtaining corresponding track fault information. For example, the type of the track fault, the geographical location and the detection time corresponding to the track fault, and the like are determined. Then, the on-board host 12 may form corresponding alarm information according to a preset alarm setting rule for the track fault information, thereby obtaining a preliminary track fault detection result. Wherein, the warning of predetermineeing sets up the rule and can sets for according to the actual production demand, for example, the track fault type of fastener disappearance sets up to the one-level trouble to correspond and set up one-level alarm information.
In an alternative embodiment of the present invention, as shown in fig. 1c, the vehicle-mounted image capturing apparatus 11 includes at least one camera device 111 and at least one light source device 112; the camera 111 is used for acquiring a track image in real time; the light source device 112 is used for providing a light source for the camera device 111; the vehicle-mounted host 12 comprises a position information acquisition module 121, a mileage positioning module 122, a vehicle speed acquisition module 123, a manual interaction module 124, a data processing module 125, a first communication module 126 and a first power supply module 127; the position information acquisition module 121 is in communication connection with the data processing module 125 and is used for acquiring geographical position information corresponding to the track image; the mileage positioning module 122 is in communication connection with the data processing module 125 and is used for calculating mileage information corresponding to the track image; the vehicle speed acquisition module 123 is in communication connection with the data processing module 125 and is used for acquiring vehicle running speed information in real time; the data processing module 125 is in communication connection with the first communication module 126, and is configured to analyze the track image according to the geographic location information, the mileage information, and the vehicle running speed information to obtain a track fault detection result, and send the fault detection result to the ground control center 20; the manual interaction module 124 is in communication connection with the data processing module 125 and is used for rechecking the track fault detection result; the first power module 127 is electrically connected to the on-vehicle host 12 and the on-vehicle image capturing device 11, and is configured to supply power to the on-vehicle host 12 and the on-vehicle image capturing device 11.
In an embodiment of the present invention, as shown in fig. 1c, the camera 111 may capture the orbit image in real time. Alternatively, the camera 111 may be an industrial-grade line-array camera to acquire continuous track images. The light source device 112 can perform adaptive intelligent light supplement according to the light condition of the current environment where the camera device 111 is located, so as to provide a light source for the camera device 111. Wherein, the two sets of vehicle-mounted image capturing devices 11 in fig. 1c can capture the rail images of the left and right rails, respectively. The position information acquisition module 121 may acquire geographical position information corresponding to the track image, and optionally, the position information acquisition module 121 may acquire absolute geographical position information including information such as longitude and latitude of the track image by using a GPS (Global Positioning System) module. The mileage positioning module 122 may calculate mileage information corresponding to the track image. Alternatively, the mileage information may be relative mileage information with respect to the start point or the end point of the vehicle. The mileage information can be used for auxiliary positioning of track faults. Illustratively, the location of a failed fastener may be located based on mileage information and the fastener's installation criteria. The vehicle speed acquisition module 123 can acquire vehicle running speed information in real time. It should be noted that the vehicle running speed information can also be used to assist in locating track faults. For example, the current position of the vehicle is calibrated according to the vehicle running speed and the vehicle running time, so that the position information of the track image is calibrated according to the calibrated position information. The data processing module 125 may analyze the track image by integrating the geographic location information, the mileage information, the vehicle running speed information, and the like, so as to obtain a preliminary track fault detection result. It should be noted that the data processing module 125 may use the determined track fault and the suspected track fault as the track fault detection result at the same time. That is, the data processing module 125 may send the track image with the suspected fault as the track fault detection result to the ground control center 20 through the first communication module 126, so that the ground control center 20 further analyzes and confirms the received track image. Optionally, the first communication module 126 may be a wireless communication module. The first power module 127 can supply power to each module in the entire vehicle-mounted detection device 10. Meanwhile, in order to avoid the situation of false alarm or missing report of the track fault detection system, the system can also provide a human-computer interaction module 124, so that operation and maintenance personnel can recheck the track fault detection result.
In an alternative embodiment of the present invention, as shown in fig. 1c, the ground control center 20 includes a second power module 201, a second communication module 202, a server 203, and a display module 204; the second power module 201 is electrically connected with the second communication module 202, the server 203 and the display module 204, and is used for supplying power to the ground control center 20; the server 203 is connected with the second communication module 202 and is used for performing fault analysis on the received track fault detection result, generating a maintenance work order according to the fault analysis result and sending the maintenance work order to the handheld terminal through the second communication module 202; the display module 204 is in communication connection with the server 203 and is used for displaying the fault analysis result.
Specifically, the second power module 201 may provide power to each module in the ground control center 20. The server 203 may receive the track fault detection result sent by the data processing module 125 in the vehicle-mounted detection device 10, further perform fault analysis on the track fault detection result, generate a maintenance work order according to the final fault analysis result, and send the maintenance work order to the handheld terminal through the second communication module 202. That is, the server 203 can more intelligently detect and judge the track image with suspected fault that the vehicle-mounted detection device 10 cannot determine, so as to obtain a final fault analysis result. Accordingly, the display module 204 displays the failure analysis result.
In an alternative embodiment of the present invention, as shown in fig. 1c, the ground control center 20 may further include an image processing module 205 for performing fault analysis on the received track fault detection result alone. That is, the image processing module 205 may complete a function of more intelligently detecting and judging the track image with the suspicion of failure that the in-vehicle detection apparatus 10 cannot determine in the server 203. Correspondingly, after the image processing module 205 obtains the final fault analysis result, the fault analysis result may be sent to the server 203, so that the server 203 generates the maintenance work order according to the fault analysis result, and sends the maintenance work order to the handheld terminal through the second communication module 202. Accordingly, the second power module 201 needs to supply power to the image processing module 205. Alternatively, the image processing module 205 may be a GPU (Graphics processing unit) module. That is, the image processing module 205 may process the track image independently from the server 203, or may process the track image integrated within the server 203, which is not limited in the embodiment of the present invention.
Fig. 1d is a schematic working flow chart of a track fault detection system according to an embodiment of the present invention. As shown in fig. 1d, the track fault detection system can implement automatic analysis and automatic early warning of track faults by viewing and analyzing track images. Meanwhile, operation and maintenance personnel can also utilize a human-computer interaction module in the track fault detection system or utilize a ground control center to retrieve track images. For example, the track fault detection system may perform keyword tagging on the track image, so that the operation and maintenance personnel may retrieve the corresponding picture by inputting keywords such as a fault problem. Alternatively, the operation and maintenance personnel can also directly search for the image condition. For example, among all the track images, one type of track image of the type of the fastener failure at the location is searched. The operation and maintenance personnel can also manually recheck the track fault identified by the track fault detection system, optionally, the manual recheck can be executed in a human-computer interaction module or a ground control center, and the accuracy of fault positioning can be further improved. Correspondingly, the track fault detection system can generate a corresponding maintenance work order according to the final fault analysis result.
Fig. 1e is a schematic diagram of an image processing flow according to an embodiment of the present invention. Specifically, as shown in fig. 1e, the data processing module, the server, and the image processing module in the track fault detection system may use machine learning to identify the acquired track image. Firstly, the track image can be collected through the vehicle-mounted image collecting device, and image processing operations such as data enhancement can be carried out on the collected track image. And then, taking the processed orbit image as sample data of machine learning, and outputting a corresponding analysis model according to the sample data through a convolutional neural network. And after the analysis model is obtained, detecting and identifying the real-time acquired track image according to the analysis model, and outputting a detection result. Accordingly, as shown in fig. 1d, in the workflow of the track fault detection system, the data processing module and the server need to complete analysis model management, event management, log management, security management, and the like.
The track fault detection system provided by the embodiment of the invention can be used on running vehicles, so that the detection period is controllable, and the track detection can be completed by operating trains every day. Meanwhile, the track fault detection system can realize a detection mode combining manual rechecking and system inspection, and the content which cannot be identified and detected by the system is identified and confirmed by the manual rechecking mode, so that the detection quality can be improved, and the detection working intensity and the outdoor operation risk can be reduced. In addition, the track fault detection system provided by the embodiment of the invention can realize visualization of the detection process and visualization of the detection result, and can be accurately associated with the track fault position by combining various positioning technologies, so that the accuracy of the fault detection result is ensured. And the fault detection result can be transmitted in real time, so that the detection efficiency is greatly improved. Therefore, the track fault detection system provided by the embodiment of the invention can comprehensively use various sensors, various positioning technologies and big data analysis aid decision, and realize real-time automatic monitoring and alarm early warning, so that the track fault can be quickly and accurately detected and positioned.
The embodiment of the invention forms a track fault detection system through vehicle-mounted detection equipment and a ground control center, detects track faults in real time through the vehicle-mounted detection equipment, sends track fault detection results to the ground control center, generates maintenance work orders according to the track fault detection results after the ground control center receives the track fault detection results, and sends the maintenance work orders to a handheld terminal, thereby solving the problems of low efficiency and the like of the existing manual routing inspection mode aiming at the track faults, realizing automatic analysis and detection of the track faults, rapidly and accurately detecting and positioning the track faults, and automatically early warning the track faults.
Example two
Fig. 2 is a flowchart of a track fault detection method according to a second embodiment of the present invention, where the present embodiment is applicable to a situation where a track fault is detected and located quickly, and the method may be executed by a track fault detection system. Accordingly, as shown in fig. 2, the method includes the following operations:
and S110, detecting the track fault in real time through vehicle-mounted detection equipment, and sending a track fault detection result to the ground control center.
And S120, generating a maintenance work order through a ground control center according to the track fault detection result, and sending the maintenance work order to a handheld terminal.
The vehicle-mounted detection device may be a device mounted on a vehicle and used for detecting a fault of a rail. Optionally, the vehicle may be a vehicle that runs on a dedicated track, such as a train or a subway train, and the embodiment of the present invention does not limit the specific type of the vehicle. The ground control center can be used for analyzing the track fault detection result sent by the vehicle-mounted detection equipment and generating a corresponding maintenance work order. The maintenance work order can be a work order for operation and maintenance workers to carry out operation and maintenance work.
In the embodiment of the invention, the track fault of the vehicle can be detected in real time through the vehicle-mounted detection equipment. The vehicle-mounted detection device can send the track fault detection result to the ground control center through wireless communication, such as WiFi, or data communication, such as an operator public network 4G network. The track fault detection detected by the vehicle-mounted detection equipment can be used as a preliminary detection result. And after receiving the track fault detection result, the ground control center can further analyze the track fault detection result to obtain a final fault analysis result and generate a corresponding maintenance work order so as to issue the maintenance work order to a handheld terminal of the operation and maintenance work area in real time. Therefore, the rail fault detection system provided by the embodiment of the invention can effectively realize the standardized management of the work production operation flow of automatic reporting, automatic analysis and processing of the rail fault and automatic issuing of the maintenance work order.
The working principle of the track fault detection system in the embodiment of the invention is as follows: and detecting the track fault in real time through vehicle-mounted detection equipment to form a primary track fault detection result, and sending the track fault detection result to a ground control center. After the ground control center receives the track fault detection result, the track fault detection result can be further analyzed and confirmed to obtain a final fault analysis result, and a corresponding maintenance work order is generated according to the final fault analysis result so as to send the maintenance work order to the handheld terminal, so that operation and maintenance personnel can maintain the track fault according to the maintenance work order.
In an optional embodiment of the present invention, the vehicle-mounted detection device includes a vehicle-mounted image capturing device and a vehicle-mounted host; real-time detection track trouble through on-vehicle check out test set includes: acquiring a track image in real time through the vehicle-mounted image acquisition equipment, and transmitting the acquired track image to the vehicle-mounted host; analyzing the received track image through the vehicle-mounted host to obtain a track fault detection result; and the track fault detection result comprises track fault information and alarm information.
The track fault information may be specific fault information, including but not limited to a specific fault type, a fault occurrence location, a fault detection time, and the like. The alarm information may be information formed for track fault information for alerting operation and maintenance personnel. Optionally, the alarm information may adopt a rating system to distinguish the importance degree of the track fault information.
Furthermore, the vehicle-mounted image acquisition equipment can acquire the track image in real time and transmit the acquired track image to the vehicle-mounted host. And after receiving the track image, the vehicle-mounted host carries out primary screening and analysis on the track image so as to obtain corresponding track fault information. For example, the type of the track fault, the geographical location and the detection time corresponding to the track fault, and the like are determined. Then, the vehicle-mounted host can form corresponding alarm information according to preset alarm setting rules aiming at the track fault information, so that a preliminary track fault detection result is obtained. Wherein, the warning of predetermineeing sets up the rule and can sets for according to the actual production demand, for example, the track fault type of fastener disappearance sets up to the one-level trouble to correspond and set up one-level alarm information.
In an optional embodiment of the present invention, the vehicle-mounted image capturing apparatus includes at least one camera device and at least one light source device; the vehicle-mounted host comprises a position information acquisition module, a mileage positioning module, a vehicle speed acquisition module, a manual interaction module, a data processing module, a first communication module and a first power supply module; the first power supply module is used for supplying power to the vehicle-mounted host and the vehicle-mounted image acquisition equipment; through on-vehicle image acquisition equipment gathers orbit image in real time, include: providing a light source for the camera device through the light source device, and acquiring the track image in real time through the camera device; the analyzing the received track image through the vehicle-mounted host to obtain the track fault detection result includes: collecting geographical position information corresponding to the track image through the position information collection module; calculating mileage information corresponding to the track image through the mileage positioning module; acquiring vehicle running speed information in real time through the vehicle speed acquisition module; analyzing the track image according to the geographic position information, the mileage information and the vehicle running speed information through the data processing module to obtain a track fault detection result, and sending the fault detection result to the ground control center; and rechecking the track fault detection result through the manual interaction module.
In the embodiment of the invention, the image pickup device can acquire the track image in real time. Alternatively, the camera device may employ an industrial-grade linear-array camera to acquire continuous track images. The light source device can carry out self-adaptive intelligent light supplement according to the light condition of the current environment where the camera device is located, so that a light source is provided for the camera device. The position information acquisition module can acquire geographical position information corresponding to the track image, and optionally, the position information acquisition module can acquire absolute geographical position information including information such as longitude and latitude of the track image by adopting a GPS module. The mileage positioning module can calculate mileage information corresponding to the track image. Alternatively, the mileage information may be relative mileage information with respect to the start point or the end point of the vehicle. The mileage information can be used for auxiliary positioning of track faults. Illustratively, the location of a failed fastener may be located based on mileage information and the fastener's installation criteria. The vehicle speed acquisition module can acquire vehicle running speed information in real time. It should be noted that the vehicle running speed information can also be used to assist in locating track faults. For example, the current position of the vehicle is calibrated according to the vehicle running speed and the vehicle running time, so that the position information of the track image is calibrated according to the calibrated position information. The data processing module can analyze the track image by integrating geographical position information, mileage information, vehicle running speed information and the like, so as to obtain a preliminary track fault detection result. It should be noted that the data processing module may use the determined track fault and the suspected track fault as the track fault detection result at the same time. That is, the data processing module may send the track image with the suspected fault as a track fault detection result to the ground control center through the first communication module, so that the ground control center further analyzes and confirms the received track image. Optionally, the first communication module may be a wireless communication module. The first power supply module can supply power to each module in the whole vehicle-mounted detection device. Meanwhile, in order to avoid the situation of false alarm or missing report of the track fault detection system, operation and maintenance personnel can recheck the track fault detection result through the human-computer interaction module.
In an optional embodiment of the present invention, the ground control center comprises a second power module, a second communication module, a server, and a display module; the second power supply module is used for supplying power to the ground control center; the display module is used for displaying the fault analysis result; receiving the track fault detection result through the ground control center, generating a maintenance work order according to the track fault detection result, and sending the maintenance work order to the handheld terminal, wherein the method comprises the following steps of: and carrying out fault analysis on the received track fault detection result through the server, generating the maintenance work order according to the fault analysis result, and sending the maintenance work order to the handheld terminal through the second communication module.
In particular, the second power module may provide power to various modules in the ground control center. The server can receive a track fault detection result sent by the data processing module in the vehicle-mounted detection equipment, further performs fault analysis on the track fault detection result, generates a maintenance work order according to a final fault analysis result, and sends the maintenance work order to the handheld terminal through the second communication module. That is, the server can detect and judge the track image which cannot be determined by the vehicle-mounted detection equipment and has the suspected fault more intelligently so as to obtain a final fault analysis result. Correspondingly, the display module displays the fault analysis result.
In an optional embodiment of the present invention, the received track fault detection result may be further subjected to fault analysis by the image processing module alone. That is, the image processing module can complete the function of more intelligently detecting and judging the track image which cannot be determined by the vehicle-mounted detection equipment and has the suspected fault in the server. Correspondingly, after the image processing module obtains the final fault analysis result, the fault analysis result can be sent to the server, so that the server can generate the maintenance work order according to the fault analysis result, and the maintenance work order is sent to the handheld terminal through the second communication module. Correspondingly, the second power module needs to supply power to the image processing module. Alternatively, the image processing module may be a GPU module. That is, the image processing module may process the track image independently from the server, or may be integrated inside the server to process the track image, which is not limited in the embodiment of the present invention.
The embodiment of the invention forms a track fault detection system through vehicle-mounted detection equipment and a ground control center, detects track faults in real time through the vehicle-mounted detection equipment, sends track fault detection results to the ground control center, generates maintenance work orders according to the track fault detection results after the ground control center receives the track fault detection results, and sends the maintenance work orders to a handheld terminal, thereby solving the problems of low efficiency and the like of the existing manual routing inspection mode aiming at the track faults, realizing automatic analysis and detection of the track faults, rapidly and accurately detecting and positioning the track faults, and automatically early warning the track faults.
It is to be noted that the foregoing is only illustrative of the preferred embodiments of the present invention and the technical principles employed. It will be understood by those skilled in the art that the present invention is not limited to the particular embodiments described herein, but is capable of various obvious changes, rearrangements and substitutions as will now become apparent to those skilled in the art without departing from the scope of the invention. Therefore, although the present invention has been described in greater detail by the above embodiments, the present invention is not limited to the above embodiments, and may include other equivalent embodiments without departing from the spirit of the present invention, and the scope of the present invention is determined by the scope of the appended claims.

Claims (10)

1. A rail fault detection system, comprising: the system comprises vehicle-mounted detection equipment and a ground control center, wherein the vehicle-mounted detection equipment is wirelessly connected with the ground control center; wherein,
the vehicle-mounted detection equipment is used for detecting track faults in real time and sending track fault detection results to the ground control center;
and the ground control center is used for generating a maintenance work order according to the track fault detection result and sending the maintenance work order to the handheld terminal.
2. The system of claim 1, wherein the onboard inspection device comprises an onboard image capture device and an onboard host; wherein,
the vehicle-mounted image acquisition equipment is electrically connected and in communication connection with the vehicle-mounted host computer, and is used for acquiring a track image in real time and transmitting the acquired track image to the vehicle-mounted host computer;
the vehicle-mounted host is used for analyzing the received track image to obtain a track fault detection result; and the track fault detection result comprises track fault information and alarm information.
3. The system according to claim 2, wherein the vehicle-mounted image acquisition device comprises at least one camera device and at least one light source device; wherein,
the camera device is used for acquiring the track image in real time;
the light source device is used for providing a light source for the camera device;
the vehicle-mounted host comprises a position information acquisition module, a mileage positioning module, a vehicle speed acquisition module, a manual interaction module, a data processing module, a first communication module and a first power supply module; wherein,
the position information acquisition module is in communication connection with the data processing module and is used for acquiring geographical position information corresponding to the track image;
the mileage positioning module is in communication connection with the data processing module and is used for calculating mileage information corresponding to the track image;
the vehicle speed acquisition module is in communication connection with the data processing module and is used for acquiring vehicle running speed information in real time;
the data processing module is in communication connection with the first communication module and is used for analyzing the track image according to the geographic position information, the mileage information and the vehicle running speed information to obtain a track fault detection result and sending the fault detection result to the ground control center;
the manual interaction module is in communication connection with the data processing module and is used for rechecking the track fault detection result;
the first power supply module is electrically connected with the vehicle-mounted host and the vehicle-mounted image acquisition equipment and used for supplying power to the vehicle-mounted host and the vehicle-mounted image acquisition equipment.
4. The system of claim 2, wherein the ground control center comprises a second power module, a second communication module, a server, and a display module; wherein,
the second power supply module is electrically connected with the second communication module, the server and the display module and is used for supplying power to the ground control center;
the server is connected with the second communication module and used for carrying out fault analysis on the received track fault detection result, generating the maintenance work order according to the fault analysis result and sending the maintenance work order to the handheld terminal through the second communication module;
and the display module is in communication connection with the server and is used for displaying the fault analysis result.
5. The system of claim 2, wherein the ground control center comprises a second power module, an image processing module, a second communication module, a server, and a display module; wherein,
the second power supply module is electrically connected with the image processing module, the second communication module, the server and the display module and is used for supplying power to the ground control center;
the image processing module is communicated with the server and connected with the second communication module, and is used for performing fault analysis on the received track fault detection result and sending the fault analysis result to the server;
the server is in communication connection with the second communication module and is used for generating the maintenance work order according to the fault analysis result and sending the maintenance work order to the handheld terminal through the second communication module;
and the display module is in communication connection with the server and is used for displaying the fault analysis result.
6. A rail fault detection method, comprising:
detecting the track fault in real time through vehicle-mounted detection equipment, and sending a track fault detection result to the ground control center;
and generating a maintenance work order according to the track fault detection result through a ground control center, and sending the maintenance work order to the handheld terminal.
7. The method of claim 6, wherein the onboard inspection device comprises an onboard image capture device and an onboard host;
real-time detection track trouble through on-vehicle check out test set includes:
acquiring a track image in real time through the vehicle-mounted image acquisition equipment, and transmitting the acquired track image to the vehicle-mounted host;
analyzing the received track image through the vehicle-mounted host to obtain a track fault detection result; and the track fault detection result comprises track fault information and alarm information.
8. The method according to claim 7, wherein the vehicle-mounted image acquisition device comprises at least one camera device and at least one light source device; the vehicle-mounted host comprises a position information acquisition module, a mileage positioning module, a vehicle speed acquisition module, a manual interaction module, a data processing module, a first communication module and a first power supply module; the first power supply module is used for supplying power to the vehicle-mounted host and the vehicle-mounted image acquisition equipment;
through on-vehicle image acquisition equipment gathers orbit image in real time, include:
providing a light source for the camera device through the light source device, and acquiring the track image in real time through the camera device;
the analyzing the received track image through the vehicle-mounted host to obtain the track fault detection result includes:
collecting geographical position information corresponding to the track image through the position information collection module;
calculating mileage information corresponding to the track image through the mileage positioning module;
acquiring vehicle running speed information in real time through the vehicle speed acquisition module;
analyzing the track image according to the geographic position information, the mileage information and the vehicle running speed information through the data processing module to obtain a track fault detection result, and sending the fault detection result to the ground control center;
and rechecking the track fault detection result through the manual interaction module.
9. The method of claim 7, wherein the ground control center comprises a second power module, a second communication module, a server, and a display module; the second power supply module is used for supplying power to the ground control center; the display module is used for displaying the fault analysis result;
receiving the track fault detection result through the ground control center, generating a maintenance work order according to the track fault detection result, and sending the maintenance work order to the handheld terminal, wherein the method comprises the following steps of:
and carrying out fault analysis on the received track fault detection result through the server, generating the maintenance work order according to the fault analysis result, and sending the maintenance work order to the handheld terminal through the second communication module.
10. The method of claim 7, wherein the ground control center comprises a second power module, an image processing module, a second communication module, a server, and a display module; the second power supply module is used for supplying power to the ground control center; the display module is used for displaying the fault analysis result;
receiving the track fault detection result through the ground control center, generating a maintenance work order according to the track fault detection result, and sending the maintenance work order to the handheld terminal, wherein the method comprises the following steps of:
carrying out fault analysis on the received track fault detection result through the image processing module, and sending the fault analysis result to the server;
and generating the maintenance work order according to the fault analysis result through the server, and sending the maintenance work order to the handheld terminal through the second communication module.
CN201910824825.8A 2019-09-02 2019-09-02 A kind of rail deformation detection system and method Pending CN110509951A (en)

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CN113112501A (en) * 2021-05-11 2021-07-13 上海市东方海事工程技术有限公司 Vehicle-mounted track inspection device and method based on deep learning
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Application publication date: 20191129