USA Banner
  U.S. flag
              An official website of the United States government Here's how you knowOfficial US Government Icon
              **Official websites use .gov**A **.gov** website belongs to an official government organization in the United States.
            Secure Site Icon
              **Secure .gov websites use HTTPS**
                  A **lock** ( A locked padlock ) or **https://** means you’ve safely connected to the .gov website. Share sensitive information only on official, secure websites. 
 U.S. Department of Transportation Icon United States Department of Transportation
 Search DOT
            Search
                        About FRAAbout FRA
  

        
              Overview
                Organization
                Program Offices
                Resource Center
                Web Policies and Notices
                Contact Us
                Communications
                Governmental AffairsFeatured
  

        
              Bipartisan Infrastructure Law Information from FRA
                Careers
                Leadership Profiles
                Organizational Chart
                Newsroom
                Press Releases
                Speeches
                Fact Sheets
                TestimonyRailroad SafetyFeatured
  

        
              Train Horn Rule/Quiet Zones
                Public Blocked Crossings Incident Reporter
                Drug & Alcohol
                Safety Data
                C3RS
                High-Hazard Flammable Train Route AssessmentRailroad Safety
  

        
              Overview
                Railroad Crossing Safety & Trespass Prevention
                Accident Data & Reporting, Investigations
                Divisions
                Partnerships & ProgramsRail Network DevelopmentFeatured
  

        
              High-Speed Rail
                Amtrak
                Environmental Reviews
                GIS Maps
                RuralRail Network Development
  

        
              Overview
                Passenger Rail
                Freight Rail
                Environment
                Planning
                International
                Maps & Data
                Training & GuidanceResearch & DevelopmentFeatured
  

        
              R&D Current Projects
                Positive Train Control
                Hazardous Materials
                Highway-Rail Grade Crossing
                Close Call Reporting
                Broad Agency AnnouncementResearch & Development
  

        
              Overview
                Program Areas
                R&D ReportsLegislation & RegulationsFeatured
  

        
              FAST Act
                National Rail Plan
                Proposed State Rail Plan
                Civil PenaltiesLegislation & Regulations
  

        
              Overview
                Legislation
                Regulations & Rulemaking
                Buy AmericaGrants & LoansFeatured
  

        
              FRA Discretionary Grant Program Tool
                Discretionary Grant Calendar
                Railroad Capital Project Guidance
                FRA Webinars
                DOT GrantsGrants & Loans
  

        
              Overview
                Grant Programs
                Applying for Grants
                Resources for Grant Recipients
                Training & GuidanceFRA eLibraryeLibrary
  

        
              Accidents & Fatalities
                Compliance
                Conferences & Presentations
                Emergency & Safety
                Enforcement & Litigation
                Publications & Policy
                Reports
                OtherMenu Home


            
            Document Type
      Reports
  (27)(-)
Research Results
  (5)Technical Reports
  (22)
Subjects
      Show all
  (566)Engineer Certification
  (114)Track
  (77)Human Factors
  (59)Enforcement
  (30)Tracks & Structures
  (30)Track/Train Interactions
  (26)Highway-Rail Grade Crossings
  (23)Rolling Stock
  (22)Grade Crossing Technology
  (19)Hazardous Materials
  (14)Grade Crossing and Trespass Outreach/Education
  (13)Positive Train Control
  (12)Passenger Rail
  (11)Signal and Train Control
  (7)Train Control
  (7)Risk Reduction Program
  (6)Work Schedule & Sleep Patterns
  (6)Safety Culture
  (6)Highway-Rail Grade Crossing Warning Systems
  (5)Sleep Disorders
  (5)Trespasser Programs
  (5)Heavy Axle Load (HAL)
  (5)(-)
Grade Crossing Modeling and Simulation
  (5)Communications
  (4)Bridge and Structures Safety
  (3)Fatigue Management
  (3)Freight Operations
  (3)Crashworthiness - Passenger Equipment
  (3)Right-of-Way
  (3)Safety Performance Measures
  (3)Accident Reduction
  (3)Risk Assessment
  (3)Emergency Preparedness
  (2)Railroad Safety Program Management
  (2)Railroad Employees
  (2)Locomotive Standards (Safety & Noise)
  (2)Evaluation
  (2)Grade Crossing Pedestrian Safety
  (2)Automated Track Inspection Program (ATIP)
  (1)Braking Systems
  (1)Facilities & Test Equipment
  (1)Intelligent Railroad Systems
  (1)Occupant Protection
  (1)Rail and Infrastructure Integrity
  (1)Railroad Safety Information Management
  (1)Railroad Safety Technical Training Standards
  (1)Railroad System Issues
  (1)Safety Regulatory Analysis
  (1)Train Horn Noise
  (1)Best Practices
  (1)Analysis
  (1)Artificial Intelligence
  (1)Automation
  (1)Autonomous
  (1)Fiber Optic
  (1)Short Line Railroads
  (1)Trespass Countermeasures
  (1)
                
                eLibrary Search
**Your Selections:**Reset(-)
Research Results
  (5)(-)
Grade Crossing Modeling and Simulation
  (5)
The FRA eLibrary contains all the documents that are found throughout the FRA Public Website. Multiple pages on the website may link to the same eLibrary item based on its set of metatdata.

**Can I find All FRA Documents in the Library?**
Some "documents" may not appear here for the following reasons:

Document resides on an external site for the record of source, links to the document are provided in context but not in the library as FRA does not maintain this record. This document lives on another website.
	Document has not yet been assigned keywords.
	Document is historical and has been removed from library to avoid confusion with current publications.
	Document is public affairs & policy related, such as press releases, speeches, testimony, or fact sheet. These press-related documents can now be found in the FRA Newsroom.
	Document is related to rules and notices. This information can now be found on the Rulemakings search and the Notices search, respectively.Refine Your Search
            **To search an exact document title or key phrase, place quotations around the text. Example: "U.S. Government Grade Crossing Research & Stakeholder Engagement" Entering keywords without quotations will search the eLibrary for all occurrences of the keywords.**
            

Dates
  Date fromDate toSort by
                    
Sort by Date (Most Recent)Sort by Title (A-Z)Items per page
                    
52550
  
  

  8
Feb
2022
Research Results
Railroad Trespass Detection Using Deep Learning-Based Computer Vision
Author
          Federal Railroad Administration

Subject
                    Grade Crossing Modeling and Simulation,
                    Grade Crossing Technology,
                    Highway-Rail Grade Crossings

**Keywords:** Automated railroad trespass detection, artificial intelligence, AI, machine learning, railroad trespassing, grade crossing violations, railroad safety
**Abstract:** FRA has sponsored research to develop an AI software application for automating the detection of grade crossing violations and trespassing activities from static camera feeds...
Report Number
              RR 22-04

  Office
              RDI-23
    11
May
2016
Research Results
Analysis of Grade Crossing Accidents Resulting in Injuries and Fatalities
Author
          Federal Railroad Administration

Subject
                    Grade Crossing Modeling and Simulation

**Keywords:** Highway-rail grade crossings, railroad, crossings, accidents, injuries, fatalities, predictions, predictive model, human factors
**Abstract:** This report describes trends and correlations from an analysis of highway-rail grade crossing accidents between 2005 and 2014, which can be used in future predictive modeling...
Report Number
              RR 16-10

  Office
              RDI-23
    1
Dec
2011
Research Results
Success Factors in the Reduction of Highway-Rail Grade Crossing Incidents
Author
          Leonard W. Allen III

Subject
                    Grade Crossing Modeling and Simulation,
                    Highway-Rail Grade Crossings

**Keywords:** Highway-rail grade crossing, success factors, incident reduction, safety
**Abstract:** This study examined the decrease in highway-rail grade crossing incidents between 1994 and 2007 and identifies 5 success factors that accounted for 80% of this decrease.
Report Number
              RR11-28

  Office
              RDI-23
    1
Dec
2011
Research Results
Data Analysis of Grade Crossing Incidents
Author
          Leonard W. Allen III

Subject
                    Grade Crossing Modeling and Simulation,
                    Highway-Rail Grade Crossings

**Keywords:** Grade crossing, traffic moment, exposure, incident rate, safety, safety statistics
**Abstract:** Traffic movement (TM) is a measure of train and vehicle traffic used to calculate incident rates. This analysis used TM to examine grade crossing incidents from 1989-2008....
Report Number
              RR11-27

  Office
              RDI-23
    1
Nov
2009
Research Results
North Carolina Department of Transportation's "Sealed Corridor" Assessment - Phase IV
Author
          Leonard W. Allen III

Subject
                    Grade Crossing Modeling and Simulation,
                    Highway-Rail Grade Crossing Warning Systems,
                    Highway-Rail Grade Crossings,
                    Human Factors

**Keywords:** Sealed Corridor, private grade crossing, grade crossing improvements, safety benefits
**Abstract:** This report assesses Phase IV of North Carolina's Sealed Corridor program, which closed or added warning devices to 44 private crossings from 1990 to 2008.
Report Number
              RR09-21

  Office
              RDI-21 U.S. DEPARTMENT OF TRANSPORTATION

**Federal Railroad Administration**

1200 NEW JERSEY AVENUE, SE

WASHINGTON, DC 20590

202-366-4000Subscribe to email updates
                    About Us
  

        
              About FRA
                Careers
                Contact Us
                FRA Civil Rights
                Doing Business with FRA
                Grants and Financial Assistance
                Safety Management TeamsAreas of Interest
  

        
              Bipartisan Infrastructure Law
                Safety Data
                Buy America
                Operation Lifesaver
                Railroad Safety Advisory Committee
                FRA Secure Area
                Proactive DisclosureI Am A...
  

        
              Railroad Traveler
                Railroad Inspector
                Reporter
                Educator/StudentPolicies, Rights, Legal
  

        
              About DOT
                Budget and Performance
                Civil Rights
                FOIA
                Information Quality
                No FEAR Act
                Office of Inspector General
                Privacy Policy
                USA.gov
                Vulnerability Disclosure Policy
                Web Policies and Notices
                Web Standards