Integrating data collection optimization into pavement management systems

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dc.contributor.author Bazi, Gabriel en_US
dc.contributor.author El Khoury, John en_US
dc.contributor.author Srour, F. Jordan en_US
dc.date.accessioned 2017-10-12T07:57:53Z en_US
dc.date.available 2017-10-12T07:57:53Z en_US
dc.date.copyright 2017 en_US
dc.date.issued 2017-10-12
dc.identifier.issn 1867-0202 en_US
dc.identifier.uri http://hdl.handle.net/10725/6305 en_US
dc.description.abstract This paper describes a method for using location data to optimize the routing of pavement data collection vehicles. In much of the developed world, pavement testing is performed on a regular basis; the pavement testing data, in turn, serves as input to Pavement Management Systems. Currently, in the United States of America, state departments of transportation plan this data collection work by providing the list of roads that must be tested and then leave the routing of the vehicles to the equipment operators who typically execute the work in an ad hoc manner. This study presents the processes required to code the list of roads for testing, select appropriate hotels in the region of testing, and apply a Traveling Salesman Problem with Hotel Stops model to derive a route. Applying the processes to a case study shows significant cost savings associated with this method of roadway testing, as opposed to the current ad hoc methods. en_US
dc.language.iso en en_US
dc.title Integrating data collection optimization into pavement management systems en_US
dc.type Article en_US
dc.description.version Published en_US
dc.author.school SOE en_US
dc.author.idnumber 201407244 en_US
dc.author.idnumber 200103005 en_US
dc.author.idnumber 201204645 en_US
dc.author.department Civil Engineering en_US
dc.author.department The Department of Information Technology and Operations Management (ITOM) en_US
dc.description.embargo N/A en_US
dc.relation.journal Business & Information Systems Engineering en_US
dc.journal.volume 59 en_US
dc.journal.issue 3 en_US
dc.article.pages 135-146 en_US
dc.keywords Optimized data collection en_US
dc.keywords Route optimization en_US
dc.keywords Pavement management system en_US
dc.keywords Mixed integer program en_US
dc.keywords Traveling salesman problem with hotel stops en_US
dc.identifier.doi http://dx.doi.org/10.1007/s12599-017-0466-4 en_US
dc.identifier.ctation Bazi, G., El Khoury, J., & Srour, F. J. (2017). Integrating Data Collection Optimization into Pavement Management Systems. Business & Information Systems Engineering, 59(3), 135-146. en_US
dc.author.email gabriel.bazi@lau.edu.lb en_US
dc.author.email john.khoury@lau.edu.lb en_US
dc.author.email jordan.srour@lau.edu.lb en_US
dc.identifier.tou http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php en_US
dc.identifier.url https://link.springer.com/article/10.1007/s12599-017-0466-4 en_US
dc.orcid.id https://orcid.org/0000-0001-7623-723X en_US
dc.author.affiliation Lebanese American University en_US

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