IP Library Granted Patent US 9,487,222
Granted Patent B2
US 9,487,222 · App. 14/592,245 · Granted Nov 8, 2016

System and method for aggregation display and analysis of rail vehicle event information

Inventors: Jason Palmer (Carlsbad, CA); Slaven Sljivar (San Diego, CA); Mark Freitas (San Diego, CA); Daniel A. Deninger (San Diego, CA); Shahriar Ravari (San Diego, CA)
Assignee: SmartDrive Systems, Inc.
B61K9/00
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Quick Facts
Patent No.
US 9,487,222
App. No.
14/592,245
Granted
Nov 8, 2016
Kind
B2
Abstract

This disclosure relates to a rail vehicle event analysis system configured to facilitate analysis of rail vehicle event records that correspond to rail vehicle events. The system may be configured to visually present a user with information related to operation of a rail vehicle. The user may review the information related to operation of the rail vehicle in real time, responsive to the rail vehicle being involved in a rail vehicle event, and/or at other times. The system may be configured to visually present information based on output signals generated by one or more sensors associated with the rail vehicle. The system may synchronize the presented information such that information from individual sensors may be compared and/or viewed at the same time by the user. The system may be configured to receive observations made by the user based on the user's review of the presented visual information.

Claims (47)

1. A rail vehicle event analysis system configured to facilitate analysis of rail vehicle event records that correspond to rail vehicle events, the system comprising one or more physical computer processors configured by computer readable instructions to:

receive rail vehicle operation information via output signals generated by sensors coupled with a rail vehicle, the sensors including a first sensor that generates a first output signal conveying first operation information, and a second sensor that generates a second output signal conveying second operation information, wherein the first output signal is associated with first timing information, and wherein the second output signal is associated with second timing information;

detect a first rail vehicle event based on the first output signal and the second output signal, the first rail vehicle event having a start time and an end time;

associate information from the first output signal and the second output signal generated during the first rail vehicle event to create a first rail vehicle event record, wherein the first timing information includes a first time-stamp that indicates the start time of the first rail vehicle event, wherein the second timing information includes a second time-stamp that indicates the start time of the first rail vehicle event, and wherein the first time-stamp does not coincide with the second time-stamp; and

synchronize the information to create synchronized rail vehicle operation information from the first output signal and the second output signal based on analysis of the first time-stamp and the second time-stamp, wherein synchronizing includes identifying and correlating corresponding phenomena in the first output signal and the second output signal during the first rail vehicle event.

2. The system of claim 1 , wherein the one or more physical computer processors are configured such that synchronizing the information includes searching for expected phenomena in the second output signal that indicate the start time of the first rail vehicle event, wherein the first timing information indicating one or more of a time of day the information was generated, or an order in which the information was generated.

3. The system of claim 1 , wherein the one or more processors are configured such that the first rail vehicle event is related to one or more of a collision, a near collision, passing a red over red, passing a signal bar, a deadman, distracted operation of the rail vehicle by a rail vehicle operator, a penalty stop, slingshotting, excessive braking, an improper stop at a station, inappropriate language used by the rail vehicle operator, an intercom call, an intercom response, or activation of an ATP bypass.

4. The system of claim 1 , wherein the one or more sensors include one or more of a video camera, a rail vehicle safety system sensor, a rail vehicle mechanical system sensor, a rail vehicle electrical system sensor, an accelerometer, a gyroscope, a geolocation sensor, or a radar detector.

5. The system of claim 1 , further comprising a graphical user interface configured to present the synchronized rail vehicle operation information to a user, wherein a view of the graphical user interface includes one or more fields that correspond to the one or more sensors and a timeline field,

wherein information presented in the one or more fields that correspond to the one or more sensors is synchronized to a common timeline displayed in the timeline field.

6. The system of claim 5 , wherein the graphical user interface includes one or more fields configured to receive entry and/or selection of one or more observations made by the user based on the synchronized rail vehicle operation information presented to the user,

the one or more physical computer processors configured to associate the observations with the first vehicle event record,

the one or more physical computer processors configured to filter the observations based on geo-fences, wherein geo-fences are virtual boundaries that define physical areas where one or more rail vehicle events are permissible or are not permissible.

7. The system of claim 5 , wherein the one or more physical computer processors are configured to cause the graphical user interface to present the synchronized rail vehicle operation information to a non-rail vehicle operator user in real-time or near real-time during operation of the rail vehicle.

8. The system of claim 5 , wherein the graphical user interface includes a geographic map field configured to display a geographic location of the rail vehicle during the first rail vehicle event on a map.

9. The system of claim 5 , wherein the one or more physical computer processor are configured such that the analysis includes a determination of a rail vehicle passenger comfort score, and

wherein the graphical user interface includes a rail vehicle passenger comfort score field configured to display the determined rail vehicle passenger comfort score.

10. The system of claim 1 , wherein the one or more sensors include a video camera configured to acquire visual information that represents an environment about the rail vehicle, the environment about the rail vehicle including areas in or near an interior and an exterior of the rail vehicle, and

wherein the one or more physical computer processors are configured such that the analysis includes detecting presence of pedestrians near the exterior of the rail vehicle based on the acquired visual information.

11. The system of claim 1 , wherein the one or more physical computer processors are further configured to:

receive rail vehicle location information that indicates a physical geographic location of the rail vehicle from one or more system location sensors that are coupled with the rail vehicle and/or one or more non-system location sensors that are not coupled with the rail vehicle, and

synchronize the rail vehicle location information with the information from the first output signal and the second output signal.

12. A method for facilitating analysis of rail vehicle event records that correspond to rail vehicle events, the method comprising synchronizing rail vehicle operation information, wherein synchronizing the rail vehicle operation information comprises:

receiving, by one or more physical computer processors executing a communication component, rail vehicle operation information via output signals generated by sensors coupled with a rail vehicle, the sensors including a first sensor that generates a first output signal conveying first operation information, and a second sensor that generates a second output signal conveying second operation information, wherein the first output signal is associated with first timing information, and wherein the second output signal is associated with second timing information;

detecting, by the one or more physical computer processors executing a trigger component, a first rail vehicle event based on the first output signal and the second output signal, the first rail vehicle event having a start time and an end time;

associating, by the one or more physical computer processors executing an association component, information from the first output signal and the second output signal generated during the first rail vehicle event to create a first rail vehicle event record, wherein the first timing information includes a first time-stamp that indicates the start time of the first rail vehicle event, wherein the second timing information includes a second time-stamp that indicates the start time of the first rail vehicle event, and wherein the first time-stamp does not coincide with the second time-stamp; and

synchronizing, by the one or more physical computer processors executing a synchronization component, the information to create synchronized rail vehicle operation information from the first output signal and the second output signal based on analysis of the first time-stamp and the second time-stamp, wherein synchronizing includes identifying and correlating corresponding phenomena in the first output signal and the second output signal during the first rail vehicle event.

13. The method of claim 12 , wherein synchronizing includes searching for expected phenomena in the second output signal that indicate the start time of the first rail vehicle event, wherein the first timing information indicating one or more of a time of day the information was generated, or an order in which the information was generated.

14. The method of claim 12 , wherein the first rail vehicle event is related to one or more of a collision, a near collision, passing a red over red, passing a signal bar, a deadman, distracted operation of the rail vehicle by a rail vehicle operator, a penalty stop, slingshotting, excessive braking, an improper stop at a station, inappropriate language used by the rail vehicle operator, an intercom call, an intercom response, or activation of an ATP bypass.

15. The method of claim 12 , wherein the one or more sensors include one or more of a video camera, a rail vehicle safety system sensor, a rail vehicle mechanical system sensor, a rail vehicle electrical system sensor, an accelerometer, a gyroscope, a geolocation sensor, or a radar detector.

16. The method of claim 12 , further comprising

presenting the synchronized rail vehicle operation information to a user with a graphical user interface,

wherein a view of the graphical user interface includes one or more fields that correspond to the one or more sensors and a timeline field, and

wherein information presented in the one or more fields that correspond to the one or more sensors is synchronized to a common timeline displayed in the timeline field.

17. The method of claim 16 , further comprising

receiving, with one or more fields of the graphical user interface, one or more observations made by the user based on the synchronized rail vehicle operation information presented to the user,

associating the observations with the first vehicle event record, and

filtering the observations based on geo-fences, wherein geo-fences are virtual boundaries that define physical areas where one or more rail vehicle events are permissible or are not permissible.

18. The method of claim 16 , further comprising causing the graphical user interface to present the synchronized rail vehicle operation information to a non-rail vehicle operator user in real-time or near real-time during operation of the rail vehicle.

19. The method of claim 16 , wherein the graphical user interface includes a geographic map field configured to display a geographic location of the rail vehicle during the first rail vehicle event on a map.

20. The method of claim 16 , wherein the analysis includes a determination of a rail vehicle passenger comfort score, and

wherein the graphical user interface includes a rail vehicle passenger comfort score field configured to display the determined rail vehicle passenger comfort score.

21. The method of claim 12 , further comprising

acquiring, by a video camera, visual information that represents an environment about the rail vehicle, the environment about the rail vehicle including areas in or near an interior and an exterior of the rail vehicle, wherein the analysis includes detecting presence of pedestrians near the exterior of the rail vehicle based on the acquired visual information.

22. The method of claim 12 , further comprising:

receiving, by the one or more physical computer processors executing the communication component, rail vehicle location information that indicates a physical geographic location of the rail vehicle from one or more system location sensors that are coupled with the rail vehicle and/or one or more non-system location sensors that are not coupled with the rail vehicle, and

synchronizing, by the one or more physical computer processors executing the synchronization component, the rail vehicle location information with the information from the first output signal and the second output signal.

Assignments (16)
CORRECTIVE ASSIGNMENT TO CORRECT THE INCORRECT PATENT NUMBER D856640 PREVIOUSLY RECORDED ON REEL 056598 FRAME 0059. ASSIGNOR(S) HEREBY CONFIRMS THE SECOND LIEN PATENT SECURITY AGREEMENT. Recorded Nov 17, 2021
From: OMNITRACS, LLC; ROADNET TECHNOLOGIES, INC.; SMARTDRIVE SYSTEMS, INC.; XRS CORPORATION; HYPERQUEST, LLC (F/K/A HYPERQUEST, INC.); AUDATEX NORTH AMERICA, LLC (F/K/A AUDATEX NORTH AMERICA, INC.); CLAIMS SERVICES GROUP, LLC; DMEAUTOMOTIVE LLC; ENSERVIO, LLC (F/K/A ENSERVIO, INC.); MOBILE PRODUCTIVITY, LLC; SEE PROGRESS, LLC (F/K/A SEE PROGRESS, INC.); SOLERA HOLDINGS, LLC (F/K/A SOLERA HOLDINGS, INC.); EDRIVING FLEET LLC; FINANCE EXPRESS LLC
To: ALTER DOMUS (US) LLC, AS COLLATERAL AGENT
Reel/Frame 058175/0775 →
CORRECTIVE ASSIGNMENT TO CORRECT THE INCORRECT PATENT NUMBER D856640 PREVIOUSLY RECORDED ON REEL 056601 FRAME 0630. ASSIGNOR(S) HEREBY CONFIRMS THE FIRST LIEN PATENT SECURITY AGREEMENT. Recorded Nov 17, 2021
From: OMNITRACS, LLC; ROADNET TECHNOLOGIES, INC.; SMARTDRIVE SYSTEMS, INC.; XRS CORPORATION; HYPERQUEST, LLC (F/K/A HYPERQUEST, INC.); AUDATEX NORTH AMERICA, LLC (F/K/A AUDATEX NORTH AMERICA, INC.); CLAIMS SERVICES GROUP, LLC; DMEAUTOMOTIVE LLC; ENSERVIO, LLC (F/K/A ENSERVIO, INC.); MOBILE PRODUCTIVITY, LLC; SEE PROGRESS, LLC (F/K/A SEE PROGRESS, INC.); SOLERA HOLDINGS, LLC (F/K/A SOLERA HOLDINGS, INC.); EDRIVING FLEET LLC; FINANCE EXPRESS LLC
To: GOLDMAN SACHS LENDING PARTNERS LLC, AS COLLATERAL AGENT
Reel/Frame 058174/0907 →
FIRST LIEN PATENT SECURITY AGREEMENT Recorded Jun 16, 2021
From: OMNITRACS, LLC; ROADNET TECHNOLOGIES, INC.; SMARTDRIVE SYSTEMS, INC.; XRS CORPORATION; HYPERQUEST, LLC (F/K/A HYPERQUEST, INC.); AUDATEX NORTH AMERICA, LLC (F/K/A AUDATEX NORTH AMERICA, INC.); CLAIMS SERVICES GROUP, LLC; DMEAUTOMOTIVE LLC; ENSERVIO, LLC (F/K/A ENSERVIO, INC.); MOBILE PRODUCTIVITY, LLC; SEE PROGRESS, LLC (F/K/A SEE PROGRESS, INC.); SOLERA HOLDINGS, LLC (F/K/A SOLERA HOLDINGS, INC.); EDRIVING FLEET LLC; FINANCE EXPRESS LLC
To: GOLDMAN SACHS LENDING PARTNERS LLC, AS COLLATERAL AGENT
Reel/Frame 056601/0630 →
SECOND LIEN PATENT SECURITY AGREEMENT Recorded Jun 16, 2021
From: OMNITRACS, LLC; ROADNET TECHNOLOGIES, INC.; SMARTDRIVE SYSTEMS, INC.; XRS CORPORATION; HYPERQUEST, LLC (F/K/A HYPERQUEST, INC.); AUDATEX NORTH AMERICA, LLC (F/K/A AUDATEX NORTH AMERICA, INC.); CLAIMS SERVICES GROUP, LLC; DMEAUTOMOTIVE LLC; ENSERVIO, LLC (F/K/A ENSERVIO, INC.); MOBILE PRODUCTIVITY, LLC; SEE PROGRESS, LLC (F/K/A SEE PROGRESS, INC.); SOLERA HOLDINGS, LLC (F/K/A SOLERA HOLDINGS, INC.); EDRIVING FLEET LLC; FINANCE EXPRESS LLC
To: ALTER DOMUS (US) LLC, AS COLLATERAL AGENT
Reel/Frame 056598/0059 →
SECURITY INTEREST RELEASE (REEL/FRAME: 054236/0435) Recorded Jun 8, 2021
From: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH, AS GRANTEE
To: SMARTDRIVE SYSTEMS, INC.
Reel/Frame 056518/0845 →
SECURITY INTEREST RELEASE (REEL/FRAME: 054236/0320) Recorded Jun 8, 2021
From: BARCLAYS BANK PLC, AS GRANTEE
To: SMARTDRIVE SYSTEMS, INC.
Reel/Frame 056520/0944 →
SECURITY INTEREST Recorded Oct 6, 2020
From: SMARTDRIVE SYSTEMS, INC.
To: BARCLAYS BANK PLC, AS COLLATERAL AGENT
Reel/Frame 054236/0320 →
TERMINATION AND RELEASE OF GRANT OF A SECURITY INTEREST - PATENTS Recorded Oct 6, 2020
From: TCS TALENTS, LLC, AS THE COLLATERAL AGENT
To: SMARTDRIVE SYSTEMS, INC.
Reel/Frame 053983/0525 →
SECOND LIEN PATENT SECURITY AGREEMENT Recorded Oct 6, 2020
From: SMARTDRIVE SYSTEMS, INC.
To: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH
Reel/Frame 054236/0435 →
RELEASE OF SECURITY INTEREST Recorded Sep 3, 2019
From: ALLY BANK
To: SMARTDRIVE SYSTEMS, INC.
Reel/Frame 050246/0118 →
SECURITY INTEREST Recorded Sep 3, 2019
From: SMARTDRIVE SYSTEMS, INC.
To: TCS TALENTS, LLC, AS THE COLLATERAL AGENT
Reel/Frame 050255/0071 →
RELEASE OF SECURITY INTEREST Recorded Sep 3, 2019
From: ORIX GROWTH CAPITAL, LLC
To: SMARTDRIVE SYSTEMS, INC.
Reel/Frame 050254/0872 →
RELEASE OF IP SECURITY AGREEMENT Recorded Sep 3, 2019
From: ALLY BANK
To: SMARTDRIVE SYSTEMS, INC.
Reel/Frame 050258/0222 →
SECURITY INTEREST Recorded Feb 15, 2019
From: SMARTDRIVE SYSTEMS, INC.
To: ORIX GROWTH CAPITAL, LLC
Reel/Frame 048352/0843 →
INTELLECTUAL PROPERTY SECURITY AGREEMENT Recorded Aug 26, 2016
From: SMARTDRIVE SYSTEMS, INC.
To: ALLY BANK
Reel/Frame 039841/0148 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jan 8, 2015
From: PALMER, JASON; SLJIVAR, SLAVEN; FREITAS, MARK; DENINGER, DANIEL A.; RAVARI, SHAHRIAR
To: SMARTDRIVE SYSTEMS, INC.
Reel/Frame 034664/0741 →
Continuity (1)
Related Publication 20160200330A1 · Jul 14, 2016