IP Library Granted Patent US 8,433,511
Granted Patent B2
US 8,433,511 · App. 12/236,306 · Granted Apr 30, 2013

Rush hour modeling for routing and scheduling

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Quick Facts
Patent No.
US 8,433,511
App. No.
12/236,306
Granted
Apr 30, 2013
Kind
B2
Abstract

A rush hour modeling system that is configured for modifying existing travel time/distance data to reflect special traffic conditions, such as rush hour traffic conditions. The system is configured to receive information defining one or more time windows, geographic areas, and road segments in which special traffic conditions occur. The system is also configured to receive travel rules that reflect the special traffic conditions. The travel rules are used to modify a travel time/distance matrix to reflect the effect of the special traffic conditions on “normal” travel times and distances. Existing routing and scheduling systems can then use the modified travel matrix to plan and schedule routes for delivery vehicles more accurately. Additionally, the modified travel matrix can be used to model traffic conditions through a particular geographic area or on a particular road segment.

Claims (53)

1. A non-transitory computer readable medium storing computer-executable instructions for:

receiving data defining boundaries of a first geographic area and a first travel role that is associated with said first geographic area, the first travel role modeling traffic conditions within the first geographic area during a first time window comprising a first start time and a first end time;

receiving data defining boundaries of a second geographic area at least partially overlapping the first geographic area, wherein an area within both the first geographic area and the second geographic area defines an overlapped geographic area;

receiving a second travel role that is associated with said second geographic area, the second travel rule-modeling traffic conditions within the second geographic area during a second time window comprising a second start time and a second end time;

determining that said first time window and second time window overlap inasmuch as said first start time or said first end time or both said first start time and said first end time fall between said second start time and said second end time;

determining based on priority factors whether said first or said second travel rules should be applied to one or more vehicles traveling through at least a portion of said overlapped geographic area;

in response to determining that said first travel rule should be applied, applying the first travel rule to model traffic conditions for one or more vehicles traveling through at least a portion of the overlapped geographic area during the same time window; and

in response to determining that said second travel role should be applied, applying the second travel rule to model traffic conditions for one or more vehicles traveling through at least a portion of the overlapped geographic area during the same time window.

2. The computer readable medium storing computer-executable instructions from claim 1 further for:

receiving data defining boundaries of a third geographic area at least partially overlapping the first geographic area and the second geographic area, wherein an area within both the first geographic area, the second geographic area, and the third geographic area defines the overlapped geographic area;

receiving a third travel rule that is associated with said third geographic area, the third travel rule-modeling traffic conditions within the third geographic area and during a third time window comprising a third start time and a third end time;

determining that said first time window, second time window, and said third time window overlap inasmuch as said first start time or said first end time or both said first start time and said first end time fall between said second start time and said second end time, and said third start time or said third end time or both said third start time and said third end time fall in the overlapping timeframe of said first time window and said second time window;

determining based on priority factors whether said first, said second, or said third travel rules should be applied to one or more vehicles traveling through at least a portion of said overlapped geographic area in response to determining that said first travel rule should be applied applying the first travel rule to model traffic conditions for one or more vehicles traveling through at least a portion of the overlapped geographic area during the same time window;

in response to determining that said second travel rule should be applied applying the second travel rule to model traffic conditions for one or more vehicles traveling through at least a portion of the overlapped geographic area during the same time window; and

in response to determining that said third travel rule should be applied applying the second travel rule to model traffic conditions for one or more vehicles traveling through at least a portion of the overlapped geographic area during the same time window.

3. The computer readable medium storing computer-executable instructions from claim 1 further for:

receiving data defining boundaries of a first road segment at least partially overlapping the first geographic area and the second geographic area, wherein an area within both the first geographic area, the second geographic area, and the first road segment defines the overlapped geographic area;

receiving a third travel rule that is associated with said first road segment, the third travel rule modeling traffic conditions within the first road segment and during a third time window comprising a third start time and a third end time;

determining that said first time window, second time window, and said third time window overlap inasmuch as said first start time or said first end time or both said first start time and said first end time fall between said second start time and said second end time, and said third start time or said third end time or both said third start time and said third end time fall in the overlapping timeframe of said first time window and said second time window;

determining based on priority factors whether said first, said second, or said third travel rules should be applied to one or more vehicles traveling through at least a portion of said overlapped geographic area;

in response to determining that said first travel rule should be applied, applying the first travel rule to model traffic conditions for one or more vehicles traveling through at least a portion of the overlapped geographic area during the same time window;

in response to determining that said second travel rule should be applied, applying the second travel rule to model traffic conditions for one or more vehicles traveling through at least a portion of the overlapped geographic area during the same time window; and

in response to determining that said third travel rule should be applied, applying the second travel rule to model traffic conditions for one or more vehicles traveling through at least a portion of the overlapped geographic area during the same time window.

4. The computer readable medium storing computer-executable instructions of claim 1 , claim 2 , or claim 3 wherein said priority factors comprise priority numbers assigned to each travel rule by a user.

5. The computer readable medium storing computer-executable instructions of claim 1 , claim 2 , or claim 3 wherein said priority factors comprise determining which geographic area was created first.

6. The computer readable medium storing computer-executable instructions of claim 3 wherein said priority factors comprise applying the travel rule associated with a road segment when a travel rule associated with a road segment conflicts with a travel rule associated with a geographic area.

7. A non-transitory computer readable medium storing computer-executable instructions for:

receiving data defining boundaries of a first road segment and a first travel rule that is associated with said first road segment, the first travel rule modeling traffic conditions within the first road segment during a first time window comprising a first start time and a first end time;

receiving data defining boundaries of a second road segment at least partially overlapping the first road segment, wherein an area within both the first road segment and the second road segment defines an overlapped geographic area;

receiving a second travel rule that is associated with said second road segment, the second travel rule modeling traffic conditions within the second road segment during a second time window comprising a second start time and a second end time;

determining that said first time window and second time window overlap inasmuch as said first start time or said first end time or both said first start time and said first end time fall between said second start time and said second end time;

determining based on priority factors whether said first or said second travel rules should be applied to one or more vehicles traveling through at least a portion of said overlapped geographic area;

in response to determining that said first travel rule should be applied, applying the first travel rule to model traffic conditions for one or more vehicles traveling through at least a portion of the overlapped geographic area during the same time window;

and in response to determining that said second travel rule should be applied, applying the second travel rule to model traffic conditions for one or more vehicles traveling through at least a portion of the overlapped geographic area during the same time window.

8. The computer readable medium storing computer-executable instructions from claim 7 further for:

receiving data defining boundaries of a first geographic area at least partially overlapping the first road segment and the second road segment, wherein an area within both the first road segment, the second road segment, and the first geographic area defines the overlapped geographic area;

receiving a third travel rule that is associated with said first geographic area, the third travel rule modeling traffic conditions within the first geographic area and during a third time window comprising a third start time and a third end time;

determining that said first time window, second time window, and said third time window overlap inasmuch as said first start time or said first end time or both said first start time and said first end time fall between said second start time and said second end time, and said third start time or said third end time or both said third start time and said third end time fall in the overlapping timeframe of said first time window and said second time window;

determining based on priority factors whether said first, said second, or said third travel rules should be applied to one or more vehicles traveling through at least a portion of said overlapped geographic area;

in response to determining that said first travel rule should be applied, applying the first travel rule to model traffic conditions for one or more vehicles traveling through at least a portion of the overlapped geographic area during the same time window;

in response to determining that said second travel rule should be applied, applying the second travel rule to model traffic conditions for one or more vehicles traveling through at least a portion of the overlapped geographic area during the same time window; and

in response to determining that said third travel rule should be applied, applying the second travel rule to model traffic conditions for one or more vehicles traveling through at least a portion of the overlapped geographic area during the same time window.

9. The computer readable medium storing computer-executable instructions from claim 7 further for:

receiving data defining boundaries of a third road segment at least partially overlapping the first road segment and the second road segment, wherein an area within both the first road segment, the second road segment, and the third road segment defines the overlapped geographic area;

receiving a third travel rule that is associated with said third road segment, the third travel rule modeling traffic conditions within the third road segment and during a third time window comprising a third start time and a third end time;

determining that said first time window, second time window, and said third time window overlap inasmuch as said first start time or said first end time or both said first start time and said first end time fall between said second start time and said second end time, and said third start time or said third end time or both said third start time and said third end time fall in the overlapping timeframe of said first time window and said second time window;

determining based on priority factors whether said first, said second, or said third travel rules should be applied to one or more vehicles traveling through at least a portion of said overlapped geographic area;

in response to determining that said first travel rule should be applied, applying the first travel rule to model traffic conditions for one or more vehicles traveling through at least a portion of the overlapped geographic area during the same time window;

in response to determining that said second travel rule should be applied, applying the second travel rule to model traffic conditions for one or more vehicles traveling through at least a portion of the overlapped geographic area during the same time window; and

in response to determining that said third travel rule should be applied, applying the second travel rule to model traffic conditions for one or more vehicles traveling through at least a portion of the overlapped geographic area during the same time window.

10. The computer readable medium storing computer-executable instructions of claim 7 , claim 8 , or claim 9 wherein said priority factors comprise priority numbers assigned to each travel rule by a user.

11. The computer readable medium storing computer-executable instructions of claim 8 or claim 9 wherein said priority factors comprise determining which geographic area was created first.

12. The computer readable medium storing computer-executable instructions of claim 8 wherein said priority factors comprise applying the travel rule associated with a road segment when a travel rule associated with a road segment conflicts with a travel rule associated with a geographic area.

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: 045352/0742) Recorded Jun 8, 2021
From: BARCLAYS BANK PLC, AS GRANTEE
To: ROADNET TECHNOLOGIES, INC.
Reel/Frame 056516/0682 →
SECURITY INTEREST RELEASE (REEL/FRAME: 054252/0542) Recorded Jun 8, 2021
From: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH, AS GRANTEE
To: ROADNET TECHNOLOGIES, INC.
Reel/Frame 056518/0765 →
SECOND LIEN PATENT SECURITY AGREEMENT Recorded Oct 6, 2020
From: ROADNET TECHNOLOGIES, INC.
To: CREDIT SUISSE AG, CAYMAN ISLANDS BRANCH
Reel/Frame 054252/0542 →
RELEASE OF SECOND LIEN SECURITY AGREEMENT OF REEL/FRAME 037049/0626 Recorded Mar 26, 2018
From: ROYAL BANK OF CANADA
To: ROADNET TECHNOLOGIES INC.; ROADNET HOLDINGS CORPORATION
Reel/Frame 045921/0001 →
RELEASE OF FIRST LIEN SECURITY AGREEMENT OF REEL/FRAME 037049/0626 Recorded Mar 26, 2018
From: ROYAL BANK OF CANADA
To: ROADNET TECHNOLOGIES INC.; ROADNET HOLDINGS CORPORATION
Reel/Frame 045727/0417 →
SECURITY INTEREST Recorded Mar 26, 2018
From: ROADNET TECHNOLOGIES, INC.
To: BARCLAYS BANK PLC
Reel/Frame 045352/0742 →
SECURITY INTEREST Recorded Nov 16, 2015
From: ROADNET HOLDINGS CORPORATION; ROADNET TECHNOLOGIES, INC.
To: ROYAL BANK OF CANADA, AS COLLATERAL AGENT
Reel/Frame 037049/0798 →
SECURITY INTEREST Recorded Nov 16, 2015
From: ROADNET HOLDINGS CORPORATION; ROADNET TECHNOLOGIES, INC.
To: ROYAL BANK OF CANADA, AS COLLATERAL AGENT
Reel/Frame 037049/0626 →
RELEASE OF SECURITY INTEREST Recorded Jan 3, 2014
From: GENERAL ELECTRIC CAPITAL CORPORATION
To: ROADNET TECHNOLOGIES, INC.
Reel/Frame 031889/0779 →
SECURITY AGREEMENT Recorded May 22, 2013
From: ROADNET TECHNOLOGIES, INC.
To: GENERAL ELECTRIC CAPITAL CORPORATION, AS AGENT
Reel/Frame 030471/0131 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Feb 16, 2011
From: UNITED PARCEL SERVICE OF AMERICA, INC
To: ROADNET TECHNOLOGIES, INC.
Reel/Frame 025816/0361 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Mar 10, 2010
From: HEAPS, CHARLES; KRAISSER, CLIFTON; CLEMENTI, RALPH; MUDD, THOMAS; SIMON, STEPHAN; FRANCIS, MCCLELLAN
To: UNITED PARCEL SERVICE OF AMERICA, INC.
Reel/Frame 024060/0414 →