CA2431868C - Yard tracking system - Google Patents
Yard tracking system Download PDFInfo
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- CA2431868C CA2431868C CA2431868A CA2431868A CA2431868C CA 2431868 C CA2431868 C CA 2431868C CA 2431868 A CA2431868 A CA 2431868A CA 2431868 A CA2431868 A CA 2431868A CA 2431868 C CA2431868 C CA 2431868C
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- rolling stock
- railyard
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B61—RAILWAYS
- B61L—GUIDING RAILWAY TRAFFIC; ENSURING THE SAFETY OF RAILWAY TRAFFIC
- B61L17/00—Switching systems for classification yards
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B61—RAILWAYS
- B61B—RAILWAY SYSTEMS; EQUIPMENT THEREFOR NOT OTHERWISE PROVIDED FOR
- B61B1/00—General arrangement of stations, platforms, or sidings; Railway networks; Rail vehicle marshalling systems
- B61B1/005—Rail vehicle marshalling systems; Rail freight terminals
Abstract
A method for identifying and determining the position of rolling stock within a railyard using a system that includes an AEI reader, a plurality of elevated electronic imaging devices and a tracking computer. The rolling stock includes a plurality of railcars and a plurality of locomotives. The method includes recording an identification pattern for each piece of rolling stock as each piece enters the railyard, compiling tracking data of the rolling stock as the rolling stock moves within the railyard using the respective identification patterns, and mapping the position of each piece of rolling stock as the rolling stock moves within the railyard.
Description
YARD TRACKING SYSTEM
BACKGROUND OF THE INVENTION
This invention relates generally to railyards, and more particularly to determining the location of rolling stock, including railcars and locomotives, within a railyard.
Railyards are the hubs of railroad transportation systems.
Therefore, railyards perform many services, for example, freight origination, interchange and termination, locomotive storage and maintenance, assembly and inspection of new trains, servicing of trains running through the facility, inspection and maintenance of railcars, and railcar storage. The various services in a railyard compete for resources such as personnel, equipment, and space in various facilities so that managing the entire railyard efficiently is a complex operation.
The railroads in general recognize that yard management tasks would benefit from the use of management tools based on optimization principles.
Such tools use a current yard status and a list of tasks to be accomplished to determine an optimum order in which to accomplish these tasks.
However, any management system relies on credible and timely data concerning the present state of the system under management. In most railyards, the current data entry technology is a mixture of manual and automated methods. For example, automated equipment identification (AEI) readers and AEI
computers determine the location of rolling stock at points in the sequence of operations, but in general, this information limits knowledge of rolling stock whereabouts to at most the moment at which the rolling stock arrived, the moment at which the rolling stock passes the AEI reader, and the moment at which the rolling stock departs.
BRIEF DESCRIPTION OF THE INVENTION
[0006] In one aspect, a method is provided for identifying and determining the position of rolling stock within a railyard using a system that includes an AEI reader, a plurality of elevated -electronic imaging devices and a tracking computer. The rolling stock includes a plurality of railcars and a plurality of locomotives. The method includes recording an identification pattern for each piece of rolling stock as each piece enters the railyard, compiling tracking data of the rolling stock as the rolling stock moves within the railyard using the respective identification patterns, and mapping the position of each piece of rolling stock as the rolling stock moves within the railyard.
[0007] In another aspect, a system is provided for identifying and determining the position of rolling stock within a railyard. The system includes an AEI reader, an AEI computer, a plurality of elevated electronic imaging devices, and a tracking computer. The rolling stock includes a plurality of railcars and a plurality of locomotives. The system is configured to record an identifier unique to each piece of rolling stock as each piece of rolling stock enters the railyard, compile tracking data of the rolling stock as the rolling stock moves within the railyard using respective identification patterns, and map the position of each piece of rolling stock as the rolling stock moves within the railyard.
[0008] In another aspect, a system is provided for identifying and determining the position of movable components within a yard. The system includes an AEI reader, an AEI computer, a plurality of elevated electronic imaging devices, and a tracking computer. The system is configured to record an identifier unique to an AEI tag attached to a respective movable. component as each tagged component enters the yard, compile tracking data of the tagged movable components as the tagged components move within the yard using identification patterns, and map the position of each tagged movable component as the tagged component moves within the yard.
BACKGROUND OF THE INVENTION
This invention relates generally to railyards, and more particularly to determining the location of rolling stock, including railcars and locomotives, within a railyard.
Railyards are the hubs of railroad transportation systems.
Therefore, railyards perform many services, for example, freight origination, interchange and termination, locomotive storage and maintenance, assembly and inspection of new trains, servicing of trains running through the facility, inspection and maintenance of railcars, and railcar storage. The various services in a railyard compete for resources such as personnel, equipment, and space in various facilities so that managing the entire railyard efficiently is a complex operation.
The railroads in general recognize that yard management tasks would benefit from the use of management tools based on optimization principles.
Such tools use a current yard status and a list of tasks to be accomplished to determine an optimum order in which to accomplish these tasks.
However, any management system relies on credible and timely data concerning the present state of the system under management. In most railyards, the current data entry technology is a mixture of manual and automated methods. For example, automated equipment identification (AEI) readers and AEI
computers determine the location of rolling stock at points in the sequence of operations, but in general, this information limits knowledge of rolling stock whereabouts to at most the moment at which the rolling stock arrived, the moment at which the rolling stock passes the AEI reader, and the moment at which the rolling stock departs.
BRIEF DESCRIPTION OF THE INVENTION
[0006] In one aspect, a method is provided for identifying and determining the position of rolling stock within a railyard using a system that includes an AEI reader, a plurality of elevated -electronic imaging devices and a tracking computer. The rolling stock includes a plurality of railcars and a plurality of locomotives. The method includes recording an identification pattern for each piece of rolling stock as each piece enters the railyard, compiling tracking data of the rolling stock as the rolling stock moves within the railyard using the respective identification patterns, and mapping the position of each piece of rolling stock as the rolling stock moves within the railyard.
[0007] In another aspect, a system is provided for identifying and determining the position of rolling stock within a railyard. The system includes an AEI reader, an AEI computer, a plurality of elevated electronic imaging devices, and a tracking computer. The rolling stock includes a plurality of railcars and a plurality of locomotives. The system is configured to record an identifier unique to each piece of rolling stock as each piece of rolling stock enters the railyard, compile tracking data of the rolling stock as the rolling stock moves within the railyard using respective identification patterns, and map the position of each piece of rolling stock as the rolling stock moves within the railyard.
[0008] In another aspect, a system is provided for identifying and determining the position of movable components within a yard. The system includes an AEI reader, an AEI computer, a plurality of elevated electronic imaging devices, and a tracking computer. The system is configured to record an identifier unique to an AEI tag attached to a respective movable. component as each tagged component enters the yard, compile tracking data of the tagged movable components as the tagged components move within the yard using identification patterns, and map the position of each tagged movable component as the tagged component moves within the yard.
[0009] In a further aspect, a method is provided for tracking rolling stock within a railyard using a system that includes an AEI reader, a plurality of elevated electronic imaging devices, and a tracking computer. The rolling stock includes a plurality of railcars and a plurality of locomotives. The method includes uniquely identifying each piece of rolling stock as it enters the railyard using AEI
readers at all yard entrances and exits, correlating each piece of the identified rolling stock with an image using an elevated electronic imaging device, tracking incremental movements of the images using tracking algorithms in the tracking computer while .
maintaining the correlation with the unique rolling stock identifier, and performing handoff from one elevated electronic imaging device to another electronic imaging device through position and shape correlation.
BRIEF DESCRIPTION OF THE DRAWINGS
[0010] Figure 1 is a schematic of a system for tracking the position of rolling stock within a railyard in accordance with the present invention.
[0011] Figure 2 is a diagram of a railyard for illustrating the various areas of the railyard that rolling stock pass through during railyard processing and are tracked using the system shown in Figure 1.
[0012] Figure 3 is a schematic of a server system for tracking rolling stock in a railyard, used in conjunction with the system shown in Figure 1.
[0013] Figure 4 is a flow chart of a system for tracking the position of movable components within an organizational and processing area in accordance with the present invention.
DETAILED DESCRIPTION OF THE INVENTION
[0014] Figure 1 is a schematic of a system 10 for determining the position of rolling stock within a railyard in accordance with one embodiment of the present invention. System 10 includes an automated equipment identification (AEI) reader 14, a AEI computer 18, a plurality of elevated electronic imaging device 22, and a tracking computer 26. Tracking computer 26 includes a processor 30 suitable to execute all functions of tracking computer 26 and an electronic storage device 34 for storing programs, information and data. Additionally, tracking computer 26 is connected to a display 38 for viewing information, data and graphical representations of the railyard, and a dispatcher interface 42 that allows a dispatcher to input information and data to tracking computer 26, for example a keyboard or a mouse.
[0015] Each piece of rolling stock in a train consist, for example each railcar and each locomotive, has an Automated Equipment Identification tag (not :
shown) attached. The AEI tag includes information that uniquely identifies the piece of rolling stock to which it is attached. As a train consist enters a railyard each piece of rolling stock passes AEI reader 14. As each piece of rolling stock passes AEI
reader 14, reader 14 collects the identification information from each AEI
tag, thereby identifying each piece of rolling stock that passes reader 14. In an exemplary embodiment, the AEI tag contains coded information and AEI reader is a backscatter transponder. However, the AEI tag and AEI reader 14 are not limited to utilizing backscatter technology and any other information recording and tracking equipment is applicable, for example, a tag containing printed information and a reader utilizing optical character recognition technology.
[0016] Reader 14 is connected to an AEI computer 18 and after reading the AEI tag for a piece of rolling stock, reader 14 communicates the identification information to AEI computer 18. AEI computer 18 processes the identification information creating AEI data and communicates the AEI data to tracking computer 26 located at a remote site. In an exemplary embodiment, system positions one elevated electronic imaging device 22 at an entrance to the railyard.
Such electronic imaging devices are well known in the art. Other embodiments are possible where more than one elevated electronic imaging device 22 is positioned at the railyard entrance. In the exemplary embodiment, as each piece of rolling stock passes AEI reader 14 and AEI reader 14 records identification information from the AEI tag, entrance imaging device 22 simultaneously captures a video image of the respective piece of rolling stock. Entrance imaging device 22 is connected to tracking computer 26, as are all other elevated electronic imaging device 22. After a master video image is captured the image is communicated to tracking computer 26.
Tracking computer 26 correlates, links, and/or pairs, the AEI data with the related video image for each piece of rolling stock. The video image, AEI data, and correlations are then stored in electronic memory device 34.
[0017] Figure 2 is a diagram of a railyard layout for illustrating particular railyard activities for which the yard tracking system shown in Figure 1 is utilized. A railyard includes various sets of tracks dedicated to specific uses and functions. For example, an incoming train arrives in a receiving yard 50 and is assigned a specific receiving track. Then at some later time, a switch engine enters the track and moves the railcars into a classification area, or bowl, 54. The tracks in classification yard 54 are likewise assigned to hold specific blocks of railcars being assembled for outbound trains. When a block of railcars is completed it is assigned to a specific track in a departure yard 58 reserved for assembling a specific outgoing train. When all the blocks of railcars for the departing train are assembled, one or more locomotives from a locomotive storage and receiving overflow yard 62 will be moved and coupled to the assembled railcars. A railyard also includes a service run through area 66 for servicing railcars, and a diesel shop and service area 70 to service and repair locomotives. The organization of yards normally includes a number of throats, or bottlenecks 74, through which all cars involved in the train building process (TBP) must pass. Throats 74 limit the amount of parallel processing possible in a yard, and limit the rate at which the sequence of train building tasks may occur.
[0018] Additional elevated electronic imaging devices 22 (shown in Figure 1) are strategically located throughout the railyard. For example, one imaging device 22 is positioned in receiving yard 50, another electronic imaging device 22 is positioned in classification yard 54. Further imaging devices 22 are positioned in departure yard 58, service run-through area 66, diesel shop and service area 70 and bottlenecks 74. Railyard elevated imaging devices 22 capture secondary video images of rolling stock as the rolling stock is processed through the TBP.
readers at all yard entrances and exits, correlating each piece of the identified rolling stock with an image using an elevated electronic imaging device, tracking incremental movements of the images using tracking algorithms in the tracking computer while .
maintaining the correlation with the unique rolling stock identifier, and performing handoff from one elevated electronic imaging device to another electronic imaging device through position and shape correlation.
BRIEF DESCRIPTION OF THE DRAWINGS
[0010] Figure 1 is a schematic of a system for tracking the position of rolling stock within a railyard in accordance with the present invention.
[0011] Figure 2 is a diagram of a railyard for illustrating the various areas of the railyard that rolling stock pass through during railyard processing and are tracked using the system shown in Figure 1.
[0012] Figure 3 is a schematic of a server system for tracking rolling stock in a railyard, used in conjunction with the system shown in Figure 1.
[0013] Figure 4 is a flow chart of a system for tracking the position of movable components within an organizational and processing area in accordance with the present invention.
DETAILED DESCRIPTION OF THE INVENTION
[0014] Figure 1 is a schematic of a system 10 for determining the position of rolling stock within a railyard in accordance with one embodiment of the present invention. System 10 includes an automated equipment identification (AEI) reader 14, a AEI computer 18, a plurality of elevated electronic imaging device 22, and a tracking computer 26. Tracking computer 26 includes a processor 30 suitable to execute all functions of tracking computer 26 and an electronic storage device 34 for storing programs, information and data. Additionally, tracking computer 26 is connected to a display 38 for viewing information, data and graphical representations of the railyard, and a dispatcher interface 42 that allows a dispatcher to input information and data to tracking computer 26, for example a keyboard or a mouse.
[0015] Each piece of rolling stock in a train consist, for example each railcar and each locomotive, has an Automated Equipment Identification tag (not :
shown) attached. The AEI tag includes information that uniquely identifies the piece of rolling stock to which it is attached. As a train consist enters a railyard each piece of rolling stock passes AEI reader 14. As each piece of rolling stock passes AEI
reader 14, reader 14 collects the identification information from each AEI
tag, thereby identifying each piece of rolling stock that passes reader 14. In an exemplary embodiment, the AEI tag contains coded information and AEI reader is a backscatter transponder. However, the AEI tag and AEI reader 14 are not limited to utilizing backscatter technology and any other information recording and tracking equipment is applicable, for example, a tag containing printed information and a reader utilizing optical character recognition technology.
[0016] Reader 14 is connected to an AEI computer 18 and after reading the AEI tag for a piece of rolling stock, reader 14 communicates the identification information to AEI computer 18. AEI computer 18 processes the identification information creating AEI data and communicates the AEI data to tracking computer 26 located at a remote site. In an exemplary embodiment, system positions one elevated electronic imaging device 22 at an entrance to the railyard.
Such electronic imaging devices are well known in the art. Other embodiments are possible where more than one elevated electronic imaging device 22 is positioned at the railyard entrance. In the exemplary embodiment, as each piece of rolling stock passes AEI reader 14 and AEI reader 14 records identification information from the AEI tag, entrance imaging device 22 simultaneously captures a video image of the respective piece of rolling stock. Entrance imaging device 22 is connected to tracking computer 26, as are all other elevated electronic imaging device 22. After a master video image is captured the image is communicated to tracking computer 26.
Tracking computer 26 correlates, links, and/or pairs, the AEI data with the related video image for each piece of rolling stock. The video image, AEI data, and correlations are then stored in electronic memory device 34.
[0017] Figure 2 is a diagram of a railyard layout for illustrating particular railyard activities for which the yard tracking system shown in Figure 1 is utilized. A railyard includes various sets of tracks dedicated to specific uses and functions. For example, an incoming train arrives in a receiving yard 50 and is assigned a specific receiving track. Then at some later time, a switch engine enters the track and moves the railcars into a classification area, or bowl, 54. The tracks in classification yard 54 are likewise assigned to hold specific blocks of railcars being assembled for outbound trains. When a block of railcars is completed it is assigned to a specific track in a departure yard 58 reserved for assembling a specific outgoing train. When all the blocks of railcars for the departing train are assembled, one or more locomotives from a locomotive storage and receiving overflow yard 62 will be moved and coupled to the assembled railcars. A railyard also includes a service run through area 66 for servicing railcars, and a diesel shop and service area 70 to service and repair locomotives. The organization of yards normally includes a number of throats, or bottlenecks 74, through which all cars involved in the train building process (TBP) must pass. Throats 74 limit the amount of parallel processing possible in a yard, and limit the rate at which the sequence of train building tasks may occur.
[0018] Additional elevated electronic imaging devices 22 (shown in Figure 1) are strategically located throughout the railyard. For example, one imaging device 22 is positioned in receiving yard 50, another electronic imaging device 22 is positioned in classification yard 54. Further imaging devices 22 are positioned in departure yard 58, service run-through area 66, diesel shop and service area 70 and bottlenecks 74. Railyard elevated imaging devices 22 capture secondary video images of rolling stock as the rolling stock is processed through the TBP.
[0019] Referring to Figure 1, each railyard electronic imaging device 22 has a designated viewing area and captures secondary video images of the pieces of rolling stock within that viewing area at a specified duty cycle. Each secondary image is communicated to tracking computer 26, along with an identifier identifying which railyard-imaging device 22 communicated the secondary image. Processor 30 then interprets each image by executing a pattern recognition and tracking algorithm stored in electronic memory device 34, thereby identifying the piece of rolling stock related to each secondary video image and the location within the railyard of the piece of :
rolling stock. The pattern recognition algorithm defines the shape of the piece of rolling stock as viewed by electronic imaging device 22 as it passes by AEI
reader 14.
This process may be augmented by using the AEI data to access a known railcar and locomotive database such as the Umler database and correlating the stored shape of the railcar or locomotive with that scanned by imaging device 22. As the piece of rolling stock progresses through the yard, an incremental tracking algorithm initially based on this stored shape is used whereby each small movement of said rolling stock is used to register the revised shape of the particular piece of rolling stock. In this manner, changes in orientation and illumination are continuously compensated.
Multiple imaging devices 22 are arranged such that a region of overlapping coverage exists between each adjacent pair. Tracking computer 26 stores the physical locations associated with the picture elements within the field of view of each imaging device 22 such that handoff may be performed for a given piece or rolling stock based on spatial and pattern correlation between adjacent pairs of imaging devices 22.
[0020] After each piece of rolling stock is identified for each secondary video image, processor 30 executes a mapping program that resides on storage device 34. The mapping program computes coordinates for each identified piece of rolling stock, and plots the coordinates on a graphical representation of the railyard displayed as an electronic map viewed on display 38. The graphical representation identifies each piece of rolling stock by the identification number of each piece. Since secondary video images are captured and rolling stock identified repetitiously based on the duty cycle, a dispatcher views an up to date graphical representation depicting the location of each piece of rolling stock within the railyard during the train building process. In an alternate embodiment, the results of the tracking process are displayed on a computer aided dispatch (CAD) system (not shown).
[0021] In another alternate embodiment, system 10 includes a railyard management information system (MIS) (not shown) that includes auxiliary data and information relevant to the TBP, such as train identifiers and destination identifiers. The auxiliary data supplied by the MIS is used to cross reference rolling stock with the train and/or destination identifiers. Utilizing the train and destination identifiers, system 10 displays rolling stock with the same train and/or destination identifiers as trains.
[0022] Figure 3 is a schematic of a server system 100 for tracking rolling stock in a railyard, used in conjunction with system 10 (shown in Figure 1). In an alternate embodiment, tracking computer 26 (shown in Figure 1) is part of a computer network accessible using the Internet. Server system 100 is an automated system that includes a server 114 and a plurality of client systems 118 connected to server 114. In one embodiment, client systems 118 include a computer (not shown), such as tracking computer 26 (shown in Figure 1), including a web server, a central processing unit (CPU), a random access memory (RAM), an output device, for example a monitor, a mass storage device, and an input device, for example a keyboard or a mouse. In an alternative embodiment, client systems 118 are servers for a network of customer devices.
[0023] Server 114 is accessible to client systems 118 via the Internet. Client systems 118 are interconnected to server 114 through many interfaces including dial-in-connections, cable modems, special high-speed ISDN lines, and networks, such as local area networks (LANs) or wide area networks (WANs). In one embodiment, client systems 118 include any client system capable of interconnecting to the Internet including a web-based phone or other web-based movable equipment.
Server 114 is also connected to mass storage device 122. Mass storage device 122 is accessible by potential users through client systems 118.
rolling stock. The pattern recognition algorithm defines the shape of the piece of rolling stock as viewed by electronic imaging device 22 as it passes by AEI
reader 14.
This process may be augmented by using the AEI data to access a known railcar and locomotive database such as the Umler database and correlating the stored shape of the railcar or locomotive with that scanned by imaging device 22. As the piece of rolling stock progresses through the yard, an incremental tracking algorithm initially based on this stored shape is used whereby each small movement of said rolling stock is used to register the revised shape of the particular piece of rolling stock. In this manner, changes in orientation and illumination are continuously compensated.
Multiple imaging devices 22 are arranged such that a region of overlapping coverage exists between each adjacent pair. Tracking computer 26 stores the physical locations associated with the picture elements within the field of view of each imaging device 22 such that handoff may be performed for a given piece or rolling stock based on spatial and pattern correlation between adjacent pairs of imaging devices 22.
[0020] After each piece of rolling stock is identified for each secondary video image, processor 30 executes a mapping program that resides on storage device 34. The mapping program computes coordinates for each identified piece of rolling stock, and plots the coordinates on a graphical representation of the railyard displayed as an electronic map viewed on display 38. The graphical representation identifies each piece of rolling stock by the identification number of each piece. Since secondary video images are captured and rolling stock identified repetitiously based on the duty cycle, a dispatcher views an up to date graphical representation depicting the location of each piece of rolling stock within the railyard during the train building process. In an alternate embodiment, the results of the tracking process are displayed on a computer aided dispatch (CAD) system (not shown).
[0021] In another alternate embodiment, system 10 includes a railyard management information system (MIS) (not shown) that includes auxiliary data and information relevant to the TBP, such as train identifiers and destination identifiers. The auxiliary data supplied by the MIS is used to cross reference rolling stock with the train and/or destination identifiers. Utilizing the train and destination identifiers, system 10 displays rolling stock with the same train and/or destination identifiers as trains.
[0022] Figure 3 is a schematic of a server system 100 for tracking rolling stock in a railyard, used in conjunction with system 10 (shown in Figure 1). In an alternate embodiment, tracking computer 26 (shown in Figure 1) is part of a computer network accessible using the Internet. Server system 100 is an automated system that includes a server 114 and a plurality of client systems 118 connected to server 114. In one embodiment, client systems 118 include a computer (not shown), such as tracking computer 26 (shown in Figure 1), including a web server, a central processing unit (CPU), a random access memory (RAM), an output device, for example a monitor, a mass storage device, and an input device, for example a keyboard or a mouse. In an alternative embodiment, client systems 118 are servers for a network of customer devices.
[0023] Server 114 is accessible to client systems 118 via the Internet. Client systems 118 are interconnected to server 114 through many interfaces including dial-in-connections, cable modems, special high-speed ISDN lines, and networks, such as local area networks (LANs) or wide area networks (WANs). In one embodiment, client systems 118 include any client system capable of interconnecting to the Internet including a web-based phone or other web-based movable equipment.
Server 114 is also connected to mass storage device 122. Mass storage device 122 is accessible by potential users through client systems 118.
[0024] Figure 4 is a flow chart 200 of a system for tracking the position of movable components within an organizational and processing area in accordance with one embodiment of the present invention. In another exemplary embodiment, tracking system 10 (shown in Figure 1) and server system 100 (shown in Figure 3) are used to track the position of movable components other than rolling stock within a railyard. For example system 10 and system 100 are used to track the position of trailer cars and the over-the-road trucks used to transport the trailer cars within a truck yard.
[0025] Each movable component has an AEI tag containing information that uniquely identifies the movable component to which it is attached.
As a movable component enters 202 an organizational and processing area each movable component passes 204 an AEI reader. As each movable component passes the AEI reader, the reader collects 206 the identification information from each AEI
tag, thereby collecting an identifier unique to each movable component. The reader is connected to an AEI computer that processes 208 the identification information creating AEI data and communicates 210 the data to a tracking computer located at a remote site. As each movable component passes the AEI reader, an entrance electronic imaging device simultaneously captures 212 a master video image of the respective movable component. After a master video image is captured it is communicated 214 to the tracking computer. The tracking computer correlates the AEI data with the related master video image for each movable component.
The master video image, AEI data, and correlations are then stored 218 in the tracking computer.
[0026] Additional elevated, electronic imaging devices are strategically located throughout the organizational and processing yard. At a specified duty cycle, the additional elevated electronic imaging devices capture 220 secondary video images of the movable components as the components are processed through the organizational and processing yard. Each secondary image is communicated to the tracking computer, along with an identifier identifying which imaging device communicated the secondary image. The images are then interpreted 224 using a pattern recognition and tracking algorithm stored in the tracking computer, thereby identifying the movable component related to each secondary video image.
Therefore, secondary video images are captured, transferred to the tracking computer, and interpreted repetitiously based on the selected duty cycle.
[0027] After each movable component is identified for each secondary video image, the tracking computer executes 226 a mapping program.
The mapping program computes 228 coordinates for each identified movable component, and. plots 230 the coordinates on a graphical representation of the organizational and processing yard viewed on a display connected to the tracking computer. Since secondary video images are captured and each movable component identified repetitiously based on the duty cycle, a dispatcher views 232 an up to date graphical representation of the location of each movable component within the organizational and processing yard during the processing of the movable components.
[0028] While the invention has been described in terms of various specific embodiments, those skilled in the art will recognize that the invention can be practiced with modification within the spirit and scope of the claims.
[0025] Each movable component has an AEI tag containing information that uniquely identifies the movable component to which it is attached.
As a movable component enters 202 an organizational and processing area each movable component passes 204 an AEI reader. As each movable component passes the AEI reader, the reader collects 206 the identification information from each AEI
tag, thereby collecting an identifier unique to each movable component. The reader is connected to an AEI computer that processes 208 the identification information creating AEI data and communicates 210 the data to a tracking computer located at a remote site. As each movable component passes the AEI reader, an entrance electronic imaging device simultaneously captures 212 a master video image of the respective movable component. After a master video image is captured it is communicated 214 to the tracking computer. The tracking computer correlates the AEI data with the related master video image for each movable component.
The master video image, AEI data, and correlations are then stored 218 in the tracking computer.
[0026] Additional elevated, electronic imaging devices are strategically located throughout the organizational and processing yard. At a specified duty cycle, the additional elevated electronic imaging devices capture 220 secondary video images of the movable components as the components are processed through the organizational and processing yard. Each secondary image is communicated to the tracking computer, along with an identifier identifying which imaging device communicated the secondary image. The images are then interpreted 224 using a pattern recognition and tracking algorithm stored in the tracking computer, thereby identifying the movable component related to each secondary video image.
Therefore, secondary video images are captured, transferred to the tracking computer, and interpreted repetitiously based on the selected duty cycle.
[0027] After each movable component is identified for each secondary video image, the tracking computer executes 226 a mapping program.
The mapping program computes 228 coordinates for each identified movable component, and. plots 230 the coordinates on a graphical representation of the organizational and processing yard viewed on a display connected to the tracking computer. Since secondary video images are captured and each movable component identified repetitiously based on the duty cycle, a dispatcher views 232 an up to date graphical representation of the location of each movable component within the organizational and processing yard during the processing of the movable components.
[0028] While the invention has been described in terms of various specific embodiments, those skilled in the art will recognize that the invention can be practiced with modification within the spirit and scope of the claims.
Claims
WHAT IS CLAIMED IS:
1. A method for identifying and determining the position of rolling stock within a railyard using a system that includes a video imaging device adjacent an entrance to the railyard, constituting an entry video imaging device, for capturing images in electronic data of the external appearance of each piece of rolling stock generally at the time of entry of the piece of rolling stock into the railyard, a plurality of video imaging devices at spaced locations in the railyard, constituting railyard-wide video imaging devices, for capturing images in electronic data of the external appearance of the pieces of rolling stock in the railyard, a database with data representative of a map of the railyard and a tracking computer in communication with the database and the entry and railyard-wide video imaging devices, the rolling stock includes a plurality of railcars and a plurality of locomotives, said method comprising:
recording a video image of the shape of each piece of rolling stock generally at the time each piece enters the railyard;
transmitting imaging data from the entry video imaging device to the tracking computer;
recording video images of the shape of the pieces of rolling stock located in the railyard via the railyard-wide video imaging devices at timed intervals;
transmitting imaging data from the railyard-wide video imaging devices to the tracking computer;
processing the imaging data from the entry and railyard-wide video imaging devices in the tracking computer to associate the image of each piece of rolling stock as said piece of rolling stock enters the railyard with subsequent images of the said piece of rolling stock as it moves through the railyard; and determining the position of each piece of rolling stock in the railyard as the rolling stock moves within the railyard.
2. A method in accordance with claim 1 wherein the system includes an automated equipment identification (AEI) reader, and an AEI tag is coupled to each piece of rolling stock, said method further comprises:
positioning the plurality of video imaging devices such that rolling stock may be viewed with the plurality of video imaging devices as the rolling stock enters the railyard; and collecting AEI data from each AEI tag using the AEI reader as each piece of rolling stock enters the railyard.
3. A method in accordance with Claim 2 further comprising:
processing AEI data for each piece of rolling stock using an AEI computer;
and capturing a video image of each piece of rolling stock as the AEI data from each AEI tag is collected.
4. A method in accordance with Claim 3 wherein the tracking computer includes a processor and an electronic storage device, the tracking computer connected to a display and a dispatcher interface, said method further comprising:
transmitting each video image from the at least one electronic imaging device to the tracking computer; and communicating the processed AEI data for each piece of rolling stock from the AEI computer to the tracking computer.
5. A method in accordance with Claim 4 further comprising:
correlating the AEI data for each piece of rolling stock with the video image that was captured using the tracking computer; and storing the master video image, the AEI data, and the correlation data for each piece of rolling stock in the electronic storage device.
6. A method in accordance with Claim 4 wherein compiling tracking data comprises:
positioning elevated electronic imaging devices at a plurality of selected locations within the railyard;
capturing a video image of each piece of rolling stock throughout the railyard using the elevated electronic imaging devices, each of the elevated electronic imaging devices capturing the video images of the rolling stock; and repeating the capturing of video images at a specific duty cycle.
7. A method in accordance with Claim 6 wherein a pattern recognition and tracking algorithm is stored on the electronic storage device and executable by the processor, said method further comprising:
communicating video images from the elevated electronic imaging devices to the tracking computer each time a video image is captured; and interpreting the secondary video images with the pattern recognition and tracking algorithm.
8. A method in accordance with Claim 7 further comprising:
correlating the interpreted video images to video images stored within the computer; and identifying each piece of rolling stock using the correlations.
9. A method in accordance with Claim 8 further comprising:
determining the location of each piece of identified rolling stock utilizing the recognition and tracking algorithm each time a piece of rolling stock is identified;
and storing the location of each piece of rolling stock in the electronic storage device each time the location is determined.
10. A method in accordance with Claim 4 wherein a mapping program is stored on the electronic storage device and executed by the processor, mapping the position of the rolling stock comprises:
computing mapping coordinates of each piece of rolling stock using the mapping program each time the location is determined; and graphically displaying the location of each piece of rolling stock on the display each time the mapping coordinates are computed.
11. A system for identifying and determining the position of rolling stock within a railyard comprising:
an equipment identification reader for recording an identifier unique to each piece of rolling stock entering the railyard;
a first computer coupled to the equipment identification reader for receiving data from the equipment identification reader;
at least one imaging device for capturing image data of the rolling stock at various locations throughout the railyard;
a second computer coupled to the first computer and the imaging device;
and wherein the second computer correlates an image data file of the rolling stock with the identifier for each piece of rolling stock in the railyard, generates tracking data for each piece of rolling stock as the rolling stock moves within the railyard, and generates coordinate information for mapping the position of each piece of rolling stock within the railyard.
12. A system in accordance with Claim 11 wherein the at least one imaging device includes an imaging device positioned for capturing image data of each piece of rolling stock entering the railyard.
13. A system in accordance with Claim 11 wherein the at least one imaging device includes a plurality of imaging devices each located for capturing image data of the rolling stock at a certain area of the railyard, the second computer for processing the image data for tracking the movement of each piece of rolling stock throughout the railyard.
14. A system in accordance with Claim 13 wherein the plurality of imaging devices are controlled for capturing image data of the rolling stock in accordance with a duty cycle.
15. A system in accordance with Claim 12 wherein said second computer is configured to associate a captured image data file of each piece of rolling stock entering the railyard with the unique identifier therefor and store the associated information corresponding to each piece of rolling stock.
16. A system in accordance with Claim 13 wherein the second computer employs a pattern recognition algorithm to first define a shape associated with the a computer coupled to the equipment identification reader for receiving data from the equipment identification reader corresponding to each piece of rolling stock entering the railyard;
a plurality of imaging devices coupled to the computer for capturing image data of the rolling stock at various locations throughout the railyard;
wherein the computer correlates an image data file of the rolling stock with the identifier for each piece of rolling stock in the railyard and generates tracking data for each piece of rolling stock as the rolling stock moves within the railyard.
23. A system in accordance with Claim 22 further comprising a display device coupled to the computer for displaying a graphical representation of the position of at least a portion of each of the rolling stock within the railyard.
24. A system in accordance with Claim 22 wherein the plurality of imaging devices are each located for capturing image data of the rolling stock at a certain area of the railyard, the computer for processing the captured image data for tracking the movement of each piece of rolling stock throughout the railyard.
25. A system in accordance with Claim 22 wherein the plurality of imaging devices are controlled for capturing image data of the rolling stock in accordance with a duty cycle.
26. A system in accordance with Claim 22 wherein the computer includes a user interface.
27. A system in accordance with Claim 22 wherein the computer utilizes a pattern recognition algorithm to analyze the captured image data to identify each piece of rolling stock and determine the location coordinates thereof as each piece of rolling stock moves throughout the railyard.
28. A system in accordance with Claim 22 wherein the computer is configured to generate and store coordinate information for identifying the position of each of the rolling stock within the railyard.
1. A method for identifying and determining the position of rolling stock within a railyard using a system that includes a video imaging device adjacent an entrance to the railyard, constituting an entry video imaging device, for capturing images in electronic data of the external appearance of each piece of rolling stock generally at the time of entry of the piece of rolling stock into the railyard, a plurality of video imaging devices at spaced locations in the railyard, constituting railyard-wide video imaging devices, for capturing images in electronic data of the external appearance of the pieces of rolling stock in the railyard, a database with data representative of a map of the railyard and a tracking computer in communication with the database and the entry and railyard-wide video imaging devices, the rolling stock includes a plurality of railcars and a plurality of locomotives, said method comprising:
recording a video image of the shape of each piece of rolling stock generally at the time each piece enters the railyard;
transmitting imaging data from the entry video imaging device to the tracking computer;
recording video images of the shape of the pieces of rolling stock located in the railyard via the railyard-wide video imaging devices at timed intervals;
transmitting imaging data from the railyard-wide video imaging devices to the tracking computer;
processing the imaging data from the entry and railyard-wide video imaging devices in the tracking computer to associate the image of each piece of rolling stock as said piece of rolling stock enters the railyard with subsequent images of the said piece of rolling stock as it moves through the railyard; and determining the position of each piece of rolling stock in the railyard as the rolling stock moves within the railyard.
2. A method in accordance with claim 1 wherein the system includes an automated equipment identification (AEI) reader, and an AEI tag is coupled to each piece of rolling stock, said method further comprises:
positioning the plurality of video imaging devices such that rolling stock may be viewed with the plurality of video imaging devices as the rolling stock enters the railyard; and collecting AEI data from each AEI tag using the AEI reader as each piece of rolling stock enters the railyard.
3. A method in accordance with Claim 2 further comprising:
processing AEI data for each piece of rolling stock using an AEI computer;
and capturing a video image of each piece of rolling stock as the AEI data from each AEI tag is collected.
4. A method in accordance with Claim 3 wherein the tracking computer includes a processor and an electronic storage device, the tracking computer connected to a display and a dispatcher interface, said method further comprising:
transmitting each video image from the at least one electronic imaging device to the tracking computer; and communicating the processed AEI data for each piece of rolling stock from the AEI computer to the tracking computer.
5. A method in accordance with Claim 4 further comprising:
correlating the AEI data for each piece of rolling stock with the video image that was captured using the tracking computer; and storing the master video image, the AEI data, and the correlation data for each piece of rolling stock in the electronic storage device.
6. A method in accordance with Claim 4 wherein compiling tracking data comprises:
positioning elevated electronic imaging devices at a plurality of selected locations within the railyard;
capturing a video image of each piece of rolling stock throughout the railyard using the elevated electronic imaging devices, each of the elevated electronic imaging devices capturing the video images of the rolling stock; and repeating the capturing of video images at a specific duty cycle.
7. A method in accordance with Claim 6 wherein a pattern recognition and tracking algorithm is stored on the electronic storage device and executable by the processor, said method further comprising:
communicating video images from the elevated electronic imaging devices to the tracking computer each time a video image is captured; and interpreting the secondary video images with the pattern recognition and tracking algorithm.
8. A method in accordance with Claim 7 further comprising:
correlating the interpreted video images to video images stored within the computer; and identifying each piece of rolling stock using the correlations.
9. A method in accordance with Claim 8 further comprising:
determining the location of each piece of identified rolling stock utilizing the recognition and tracking algorithm each time a piece of rolling stock is identified;
and storing the location of each piece of rolling stock in the electronic storage device each time the location is determined.
10. A method in accordance with Claim 4 wherein a mapping program is stored on the electronic storage device and executed by the processor, mapping the position of the rolling stock comprises:
computing mapping coordinates of each piece of rolling stock using the mapping program each time the location is determined; and graphically displaying the location of each piece of rolling stock on the display each time the mapping coordinates are computed.
11. A system for identifying and determining the position of rolling stock within a railyard comprising:
an equipment identification reader for recording an identifier unique to each piece of rolling stock entering the railyard;
a first computer coupled to the equipment identification reader for receiving data from the equipment identification reader;
at least one imaging device for capturing image data of the rolling stock at various locations throughout the railyard;
a second computer coupled to the first computer and the imaging device;
and wherein the second computer correlates an image data file of the rolling stock with the identifier for each piece of rolling stock in the railyard, generates tracking data for each piece of rolling stock as the rolling stock moves within the railyard, and generates coordinate information for mapping the position of each piece of rolling stock within the railyard.
12. A system in accordance with Claim 11 wherein the at least one imaging device includes an imaging device positioned for capturing image data of each piece of rolling stock entering the railyard.
13. A system in accordance with Claim 11 wherein the at least one imaging device includes a plurality of imaging devices each located for capturing image data of the rolling stock at a certain area of the railyard, the second computer for processing the image data for tracking the movement of each piece of rolling stock throughout the railyard.
14. A system in accordance with Claim 13 wherein the plurality of imaging devices are controlled for capturing image data of the rolling stock in accordance with a duty cycle.
15. A system in accordance with Claim 12 wherein said second computer is configured to associate a captured image data file of each piece of rolling stock entering the railyard with the unique identifier therefor and store the associated information corresponding to each piece of rolling stock.
16. A system in accordance with Claim 13 wherein the second computer employs a pattern recognition algorithm to first define a shape associated with the a computer coupled to the equipment identification reader for receiving data from the equipment identification reader corresponding to each piece of rolling stock entering the railyard;
a plurality of imaging devices coupled to the computer for capturing image data of the rolling stock at various locations throughout the railyard;
wherein the computer correlates an image data file of the rolling stock with the identifier for each piece of rolling stock in the railyard and generates tracking data for each piece of rolling stock as the rolling stock moves within the railyard.
23. A system in accordance with Claim 22 further comprising a display device coupled to the computer for displaying a graphical representation of the position of at least a portion of each of the rolling stock within the railyard.
24. A system in accordance with Claim 22 wherein the plurality of imaging devices are each located for capturing image data of the rolling stock at a certain area of the railyard, the computer for processing the captured image data for tracking the movement of each piece of rolling stock throughout the railyard.
25. A system in accordance with Claim 22 wherein the plurality of imaging devices are controlled for capturing image data of the rolling stock in accordance with a duty cycle.
26. A system in accordance with Claim 22 wherein the computer includes a user interface.
27. A system in accordance with Claim 22 wherein the computer utilizes a pattern recognition algorithm to analyze the captured image data to identify each piece of rolling stock and determine the location coordinates thereof as each piece of rolling stock moves throughout the railyard.
28. A system in accordance with Claim 22 wherein the computer is configured to generate and store coordinate information for identifying the position of each of the rolling stock within the railyard.
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| PCT/US2001/049471 WO2002053443A1 (en) | 2000-12-28 | 2001-10-26 | Yard tracking system |
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| CA2431868A1 CA2431868A1 (en) | 2002-07-11 |
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| CA (1) | CA2431868C (en) |
| DE (1) | DE10197107T5 (en) |
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| CN102745212A (en) * | 2012-07-04 | 2012-10-24 | 北京铁龙恒通车辆装备有限公司 | Method and system for monitoring shutting safety for vehicle inspection and maintenance |
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| US7657348B2 (en) | 2005-12-30 | 2010-02-02 | Canadian National Railway Company | System and method for computing rail car switching solutions using dynamic classification track allocation |
| US7818101B2 (en) | 2005-12-30 | 2010-10-19 | Canadian National Railway Company | System and method for computing rail car switching solutions in a switchyard using an iterative method |
| US7742848B2 (en) | 2005-12-30 | 2010-06-22 | Canadian National Railway Company | System and method for computing rail car switching solutions in a switchyard including logic to re-switch cars for block pull time |
| US7565228B2 (en) | 2005-12-30 | 2009-07-21 | Canadian National Railway Company | System and method for computing railcar switching solutions in a switchyard using empty car substitution logic |
| US7747362B2 (en) | 2005-12-30 | 2010-06-29 | Canadian National Railway Company | System and method for computing rail car switching solutions by assessing space availability in a classification track on the basis of block pull time |
| US7457691B2 (en) | 2005-12-30 | 2008-11-25 | Canadian National Railway Company | Method and system for computing rail car switching solutions in a switchyard based on expected switching time |
| US7742849B2 (en) | 2005-12-30 | 2010-06-22 | Canadian National Railway Company | System and method for computing car switching solutions in a switchyard using car ETA as a factor |
| US7751952B2 (en) | 2005-12-30 | 2010-07-06 | Canadian National Railway Company | System and method for computing rail car switching solutions in a switchyard including logic to re-switch cars for arrival rate |
| US7546185B2 (en) | 2005-12-30 | 2009-06-09 | Canadian National Railway Company | System and method for computing railcar switching solutions using an available space search logic assigning different orders of preference to classification tracks |
| US8055397B2 (en) | 2005-12-30 | 2011-11-08 | Canadian National Railway Company | System and method for computing rail car switching sequence in a switchyard |
| US7792616B2 (en) | 2005-12-30 | 2010-09-07 | Canadian National Railway Company | System and method for computing rail car switching solutions in a switchyard including logic to re-switch cars for block size |
| US7596433B2 (en) | 2005-12-30 | 2009-09-29 | Canadian National Railway Company | System and method for computing rail car switching solutions in a switchyard with partially occupied classification track selection logic |
| US8060263B2 (en) | 2005-12-30 | 2011-11-15 | Canadian National Railway Company | System and method for forecasting the composition of an outbound train in a switchyard |
| US7657349B2 (en) * | 2006-10-20 | 2010-02-02 | New York Air Brake Corporation | Method of marshalling cars into a train |
| CN112644519B (en) * | 2021-01-08 | 2022-08-09 | 北京全路通信信号研究设计院集团有限公司 | Forward vehicle aggregation combination system and method for railway marshalling station |
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| US3611281A (en) * | 1969-05-26 | 1971-10-05 | Thomas V Evanoff | Railroad yard information system |
| US4610206A (en) * | 1984-04-09 | 1986-09-09 | General Signal Corporation | Micro controlled classification yard |
| US5712789A (en) * | 1995-08-28 | 1998-01-27 | K&T Ltd. | Container monitoring system and method |
| US5745036A (en) * | 1996-09-12 | 1998-04-28 | Checkpoint Systems, Inc. | Electronic article security system for store which uses intelligent security tags and transaction data |
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- 2001-10-26 DE DE10197107T patent/DE10197107T5/en not_active Withdrawn
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102745212A (en) * | 2012-07-04 | 2012-10-24 | 北京铁龙恒通车辆装备有限公司 | Method and system for monitoring shutting safety for vehicle inspection and maintenance |
| CN102745212B (en) * | 2012-07-04 | 2016-01-06 | 北京铁龙恒通车辆装备有限公司 | A kind of car inspection and maintenance shunting safety method for supervising and system |
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| MXPA03005927A (en) | 2005-10-05 |
| DE10197107T5 (en) | 2004-04-22 |
| WO2002053443A1 (en) | 2002-07-11 |
| CA2431868A1 (en) | 2002-07-11 |
| AU2002235233B2 (en) | 2007-07-05 |
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