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Proceedings Papers

Broken Rail Prediction With Machine Learning-Based Approach

Zhipeng Zhang, Kang Zhou, Xiang Liu

Proc. ASME. JRC2020, 2020 Joint Rail Conference, V001T08A014, April 20–22, 2020

Paper No: JRC2020-8102

DOI: https://doi.org/10.1115/JRC2020-8102

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Topics: Machinery, Rails, Railroads, Maintenance, Traffic, Trains, Machine learning, Accidents, Algorithms, Automobiles

Proceedings Papers

A Literature Review on Rail Transport of Hazmat Release Risk Analysis

Zheyong Bian, Xiang Liu

Proc. ASME. JRC2020, 2020 Joint Rail Conference, V001T09A006, April 20–22, 2020

Paper No: JRC2020-8098

DOI: https://doi.org/10.1115/JRC2020-8098

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Topics: Rails, Risk analysis, Automobiles, Trains, Accidents, Transportation systems, Failure, Railroads, Hazardous substances, Risk

Proceedings Papers

The Future of Train Control in Canada and an Analysis of the CaRRL Report on Enhanced Train Control

David F. Thurston

Proc. ASME. JRC2019, 2019 Joint Rail Conference, V001T03A003, April 9–12, 2019

Paper No: JRC2019-1225

DOI: https://doi.org/10.1115/JRC2019-1225

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Topics: Trains, Traffic, Accidents, Collisions (Physics), Databases, Governments, Railroads, Rails, Risk mitigation

Proceedings Papers

Discovering Crash Severity Factors of Grade Crossing With a Machine Learning Approach

Dahye Lee, Jeffery Warner, Curtis Morgan

Proc. ASME. JRC2019, 2019 Joint Rail Conference, V001T06A002, April 9–12, 2019

Paper No: JRC2019-1231

DOI: https://doi.org/10.1115/JRC2019-1231

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Topics: Machine learning, Accidents, Highways, Databases, Rails, Wounds, Algorithms, Railroads, Collisions (Physics), Flashing

Proceedings Papers

Novel Insights for Railroad Maintenance Using Big Data Analytics

Naji Albakay, Michael Hempel, Hamid Sharif

Proc. ASME. JRC2018, 2018 Joint Rail Conference, V001T06A017, April 18–20, 2018

Paper No: JRC2018-6242

DOI: https://doi.org/10.1115/JRC2018-6242

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Topics: Maintenance, Railroads, Accidents, Trains, Algorithms, Damage, Databases, Human factors, Mining, Safety

Proceedings Papers

Predicting Flammability of Railcar Interior Finish With Small-Scale Heat Release Rate Data

Stefan Kraft, Brian Lattimer

Proc. ASME. JRC2018, 2018 Joint Rail Conference, V001T06A018, April 18–20, 2018

Paper No: JRC2018-6246

DOI: https://doi.org/10.1115/JRC2018-6246

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Topics: Finishes, Heat, Fire, ASTM International, Corners (Structural elements), Ignition, Combustion, Databases

Proceedings Papers

Electronic Freight Car Inspection Recording and Application of Internet-of-Things (IoT) and Machine-to-Machine (M2M) Frameworks

Matthew Cowan, Joseph Lieberman, Jacob Cimbalista, Bryan Schlake

Proc. ASME. JRC2018, 2018 Joint Rail Conference, V001T02A006, April 18–20, 2018

Paper No: JRC2018-6192

DOI: https://doi.org/10.1115/JRC2018-6192

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Topics: Freight cars, Inspection, Internet of things, Machinery, Railroads, Maintenance, Databases, Trains, Collaboration, Computer software

Proceedings Papers

Accessible Sleeper for the Next Generation Passenger Rail Vehicles

Kamolnat Tabattanon, Kate Hunter-Zaworski

Proc. ASME. JRC2018, 2018 Joint Rail Conference, V001T08A001, April 18–20, 2018

Paper No: JRC2018-6104

DOI: https://doi.org/10.1115/JRC2018-6104

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Topics: Automobiles, Computer-aided design, Conceptual design, Data collection, Databases, Design, Feedback, Human factors, Mechanical admittance, Modeling

Proceedings Papers

Selection of Representative Crossings Database for the Evaluation of Driver Behavior Over Highway-Rail Grade Crossings

Modeste Muhire, Pasi Lautala, David Nelson, Aaron Dean

Proc. ASME. JRC2017, 2017 Joint Rail Conference, V001T06A015, April 4–7, 2017

Paper No: JRC2017-2294

DOI: https://doi.org/10.1115/JRC2017-2294

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Topics: Databases, Highways, Rails, Accidents, Risk, Traffic, Vehicles

Proceedings Papers

Using Data Visualization to Analyze Grade Crossing Accidents

Trefor Williams, James Abello, John Betak, David Desimone

Proc. ASME. JRC2015, 2015 Joint Rail Conference, V001T06A008, March 23–26, 2015

Paper No: JRC2015-5695

DOI: https://doi.org/10.1115/JRC2015-5695

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Topics: Accidents, Visualization, Railroads, Topology, Computer software, Databases, Filtration, Governments, Highways, Statistical analysis

Proceedings Papers

Maintaining and Improving Amtrak’s Acela Fleet With Intelligent Data

Lamont B. Ward, David P. Byrne

Proc. ASME. JRC2015, 2015 Joint Rail Conference, V001T02A004, March 23–26, 2015

Paper No: JRC2015-5632

DOI: https://doi.org/10.1115/JRC2015-5632

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Topics: Computer software, Databases, Failure mechanisms, Filters, High speed rail, Maintenance, Maintenance engineering, Reliability

Proceedings Papers

Combining Track Quality and Performance Measures to Assess Track Maintenance Requirements

Alireza Roghani, Renato Macciotta, Michael Hendry

Proc. ASME. JRC2015, 2015 Joint Rail Conference, V001T01A009, March 23–26, 2015

Paper No: JRC2015-5654

DOI: https://doi.org/10.1115/JRC2015-5654

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Topics: Maintenance, Railroads, Stiffness, Surface roughness, Databases, Geometry, Hazards, Maintainability

Proceedings Papers

Applying Topic Modeling to Railroad Grade Crossing Accident Report Text

Trefor Williams, Christie Nelson, John Betak

Proc. ASME. JRC2015, 2015 Joint Rail Conference, V001T06A002, March 23–26, 2015

Paper No: JRC2015-5633

DOI: https://doi.org/10.1115/JRC2015-5633

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Topics: Accidents, Modeling, Railroads, Algorithms, Databases, Numerical analysis, Text analytics

Proceedings Papers

Analysis of Trends in Commuter Rail Energy Efficiency

Giovanni C. DiDomenico, C. Tyler Dick

Proc. ASME. JRC2014, 2014 Joint Rail Conference, V001T07A001, April 2–4, 2014

Paper No: JRC2014-3787

DOI: https://doi.org/10.1115/JRC2014-3787

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Topics: Energy efficiency, Rails, Transportation systems, Energy consumption, Cities, Highways, Databases, Emissions, Energy resources, Fuels

Proceedings Papers

Video Analytics for the Detection of Near-Miss Incidents on Approach to Railway Level Crossings

Sina Aminmansour, Frederic Maire, Christian Wullems

Proc. ASME. JRC2014, 2014 Joint Rail Conference, V001T06A010, April 2–4, 2014

Paper No: JRC2014-3811

DOI: https://doi.org/10.1115/JRC2014-3811

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Topics: Railroads, Vehicles, Rails, Sensors, Algorithms, Accidents, Trains, Databases, Engineering prototypes, Innovation

Proceedings Papers

RDSP: A Railway Decision Support Platform for Integrating and Bridging Existed Legacy Systems

I-Chang Chen, Shu-Keng Hsu, Teh-Juan Wu, Li-Hsien Yen, Yusin Lee, Dung-Ying Lin, Chuen-Yih Chen, Wei-Hsun Lee, Guo-Wei Su

Proc. ASME. JRC2013, 2013 Joint Rail Conference, V001T05A001, April 15–18, 2013

Paper No: JRC2013-2442

DOI: https://doi.org/10.1115/JRC2013-2442

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Topics: Databases, Railroads, Warehouses

Proceedings Papers

Rail Wear Simulation and Validation

Xinggao Shu, Mark Dembosky, Curtis Urban, Nicholas Wilson

Proc. ASME. JRC2010, 2010 Joint Rail Conference, Volume 1, 313-322, April 27–29, 2010

Paper No: JRC2010-36189

DOI: https://doi.org/10.1115/JRC2010-36189

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Topics: Rails, Simulation, Wear, Wheels, Shapes, Databases, Stress, Vehicles, Grinding, Industrial research

Proceedings Papers

Benefit-Cost Analysis of Infrastructure Improvement for Derailment Prevention

Xiang Liu, Mohd Rapik Saat, Christopher P. L. Barkan

Proc. ASME. JRC2010, 2010 Joint Rail Conference, Volume 1, 399-405, April 27–29, 2010

Paper No: JRC2010-36029

DOI: https://doi.org/10.1115/JRC2010-36029

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Topics: Cost benefit analysis, Railroads, Accidents, Safety, Maintenance, Trains, Databases, Risk reduction, Tradeoffs

Proceedings Papers

Unsafe Hunting of Freight Rail Cars

Wei Huang, Yan Liu

Proc. ASME. JRC2009, 2009 Joint Rail Conference, 135-144, March 4–5, 2009

Paper No: JRC2009-63042

DOI: https://doi.org/10.1115/JRC2009-63042

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Topics: Automobiles, Rails, Wheels, Trucks, Databases, Creep, Damage, Freight cars, Geometry, Oscillations

Proceedings Papers

Wayside Wheel/Rail Load Detector Based Rail Car Preventive Maintenance

B. McGuire, R. Sarunac, R. B. Wiley

Proc. ASME. JRC-ICE2007, ASME/IEEE 2007 Joint Rail Conference and Internal Combustion Engine Division Spring Technical Conference, 19-28, March 13–16, 2007

Paper No: JRC/ICE2007-40015

DOI: https://doi.org/10.1115/JRC/ICE2007-40015

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Topics: Maintenance, Rails, Sensors, Stress, Wheels, Automobiles, Vehicles, Teams, Trains, Weight (Mass)

NARROW

Broken Rail Prediction With Machine Learning-Based Approach

A Literature Review on Rail Transport of Hazmat Release Risk Analysis

The Future of Train Control in Canada and an Analysis of the CaRRL Report on Enhanced Train Control

Discovering Crash Severity Factors of Grade Crossing With a Machine Learning Approach

Novel Insights for Railroad Maintenance Using Big Data Analytics

Predicting Flammability of Railcar Interior Finish With Small-Scale Heat Release Rate Data

Electronic Freight Car Inspection Recording and Application of Internet-of-Things (IoT) and Machine-to-Machine (M2M) Frameworks

Accessible Sleeper for the Next Generation Passenger Rail Vehicles

Selection of Representative Crossings Database for the Evaluation of Driver Behavior Over Highway-Rail Grade Crossings

Using Data Visualization to Analyze Grade Crossing Accidents

Maintaining and Improving Amtrak’s Acela Fleet With Intelligent Data

Combining Track Quality and Performance Measures to Assess Track Maintenance Requirements

Applying Topic Modeling to Railroad Grade Crossing Accident Report Text

Analysis of Trends in Commuter Rail Energy Efficiency

Video Analytics for the Detection of Near-Miss Incidents on Approach to Railway Level Crossings

RDSP: A Railway Decision Support Platform for Integrating and Bridging Existed Legacy Systems

Rail Wear Simulation and Validation

Benefit-Cost Analysis of Infrastructure Improvement for Derailment Prevention

Unsafe Hunting of Freight Rail Cars

Wayside Wheel/Rail Load Detector Based Rail Car Preventive Maintenance

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