DOT Federal Railroad Administration Awarded Contracts - machine learning | Federal Compass

DOT Federal Railroad Administration Awarded Contracts - machine learning

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Cloud Program Management Systems Engineering Machine Learning Cyber Security Veteran Owned Woman Owned Total Small Business
693JJ622C000033 - THIS TECHNOLOGY WILL USE THIRD-PARTY DATA (I.E., NOT PROVIDED BY RAILROADS) AND MACHINE-LEARNING ALGORITHMS TO PREDICT THE TIME AND DURATION OF BLOCKED RAIL CROSSINGS, INTEGRATE THIS INFORMATION INTO COMPUTER-AIDED DISPATCH (CAD) SOFTWARE, AND RECOMM
Definitive Contract - 541715 Research and Development in the Physical, Engineering, and Life Sciences
Contractor
TRAINFO CORPORATION (TRAINFO CORP)
Contracting Agency/Office
Transportation»DOT Federal Railroad Administration
Effective date
09/15/2022
Obligated Amount
$199.6k
693JJ622C000009 - MACHINE LEARNING-BASED ANALYSIS OF THE NEED FOR RAILWAY TRACK MAINTENANCE
Definitive Contract - 541720 Research and Development in the Social Sciences and Humanities
Contractor
UNIVERSITY OF MASSACHUSETTS
Contracting Agency/Office
Transportation»DOT Federal Railroad Administration
Effective date
07/15/2022
Obligated Amount
$315.6k
693JJ620C000028 - THE OBJECTIVE OF THIS PROJECT IS TO DEVELOP A DATA ANALYSIS PLATFORM TO FACILITATE THE ASSESSMENT OF DEFECT DETECTION ON TRACK SYSTEMS BY (1) INVESTIGATING MACHINE LEARNING TECHNIQUES TO ENHANCE AUTOMATION AND FACILITATE REDUCED MANUAL LABOR FOR TRAC
Definitive Contract - 541715 Research and Development in the Physical, Engineering, and Life Sciences
Contractor
Virginia Polytechnic Institute and State University (VIRGINIA POLYTECHNIC INSTITUTE & STATE UNIVERSITY)
Contracting Agency/Office
Transportation»DOT Federal Railroad Administration
Effective date
08/17/2020
Obligated Amount
$282.9k
693JJ620C000010 - THE OBJECTIVE OF THIS PROJECT IS TO COMPLETE A FEASIBILITY STUDY ON A NOVEL MACHINE LEARNING FRAMEWORK BASED ON ANOMALY DETECTION APPLIED TO ULTRASONIC RAIL DEFECT DETECTION. THE WORK WILL EXAMINE AUTOENCODERS AS A TOOL TO CLASSIFY RAIL INSPECTION DA
Definitive Contract - 541720 Research and Development in the Social Sciences and Humanities
Contractor
University of Utah (UNIVERSITY OF UTAH, THE)
Contracting Agency/Office
Transportation»DOT Federal Railroad Administration
Effective date
06/16/2020
Obligated Amount
$179.9k
693JJ619C000012 - EVERY PIXEL VIDEO TAPED CAN EFFECTIVELY BE AN ACCELEROMETER ON THE RAIL. COUPLE THIS WITH IMAGE PROCESSING AND MACHINE LEARNING AND REFERENCE-FREE MEASUREMENT COULD BE POSSIBLE. TWO LEADING RESEARCHERS IN THIS FIELD PROPOSED THE SAME APPROACH.
Definitive Contract - 611310 Colleges, Universities, and Professional Schools
Contractor
University of Pittsburgh - of the Commonwealth System of Higher Education (UNIVERSITY OF PITTSBURGH THE)
Contracting Agency/Office
Transportation»DOT Federal Railroad Administration
Effective date
07/26/2019
Obligated Amount
$333.4k

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