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A statistical evaluation model for driver-bus-route combinatorial optimization

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bus fuel economy is closely related to driver's habits and driving conditions. How to efficiently arrange drivers, buses and routes with better fuel economy is a difficult problem for bus companies. This paper aims to propose a statistical evaluation model for this problem. The features of bus configurations, driver operations and driving routes were analyzed, and 6 key factors were defined to represent their effects on fuel economy, which are bus design optimal velocity, bus design optimal acceleration, driver desiring velocity, driver desiring acceleration, mean velocity of bus route and mean acceleration of bus route. Based on the power balance of driver-bus-route, the problem of driver-bus-route optimization can be depicted by driver, bus and route statistical points. The sum of weighted distance of three points can be set as the evaluation index of driver-bus-route arrangement. This statistical valuation model was finally applied with the monitor data from 11 drivers, 2 bus lines and 2 typical buses for more than one year. The data analysis results show that the sorting result of evaluation index is consistent with fuel economy and the proposed evaluation index can effective predict the fuel economy level of driver-bus-route arrangement. By comparing the evaluation index of the statistical evaluation model, a relatively optimal arrangement of bus-driver-routes for fuel saving can be achieved.
Original languageEnglish
Title of host publication2015 54th Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE)
PublisherIEEE
Pages1423-1428
Number of pages6
ISBN (Electronic)978-4-9077-6448-7
ISBN (Print)978-1-4799-8584-5
DOIs
Publication statusPublished - 1 Oct 2015
Event54th Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE): SICE 2015 - Hangzhou, China
Duration: 28 Jul 201530 May 2017
http://www.ieee-ras.org/component/rseventspro/event/573-sice-2015-54th-annual-conference-of-the-society-of-instrument-and-control-engineers-of-japan

Conference

Conference54th Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE)
CountryChina
CityHangzhou
Period28/07/1530/05/17
Internet address

Documents

  • A statistical valuation model for driver-bus-route match optimization_revised

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    Accepted author manuscript (Post-print), 795 KB, PDF document

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