Development of statistical models to forecast crossing times of commercial vehicles.
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2011-07-01
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Abstract:Border crossing time measurement systems for commercial vehicles are being implemented throughout ; the U.S.-Mexico border. These systems are based on radio frequency identification (RFID) technology. ; With funding from the Federal Highway Administration, the Texas Transportation Institute (TTI)/Battelle ; team installed an RFID-based system at the Bridge of the Americas (BOTA) in El Paso, Texas, to measure ; and archive crossing times of commercial vehicles. The RFID system at BOTA is already operational, and ; current truck crossing time information is relayed and archived in a centralized repository. In addition, with ; funding from the Texas Department of Transportation, TTI deployed RFID systems on the Pharr-Reynosa ; Bridge. These systems measure the current crossing time and provide the information to users; however, ; there is no system in place to predict the crossing times of trucks. In fact, there are no systems in place at ; the U.S.-Mexico border to predict traffic conditions including crossing times of trucks. In this project, ; statistical models were developed to predict crossing times of trucks over a short range of time. The ; statistical prediction models use historic data and take into account empirical relationships between ; border-crossing-related parameters and truck crossing times.
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Main Document Checksum:urn:sha-512:1b1bdd354d94720df996ea47ffeb768d6b55bc200b989e35fe7a67b8876868ab54b1f2d24feadb54bf27164f25b5722d55a8942a642529f76e8badbfadd39a39