Bus Load Inference and Crowding Performance Evaluation through Disaggregate Analysis of Fare Transaction, Vehicle Location, and Passenger Count Data
Comfort is an important aspect of the transit passenger experience. Crowding can significantly decrease passenger comfort and disrupt service delivery, causing passenger travel times to increase and even resulting in passengers being unable to board an arriving vehicle. This research explores the use of automatically collected vehicle location data, fare transaction data, and passenger origin–destination inference to measure crowding on buses. Three model components are involved: scaling vehicle trip-level origin–destination transfer data, measuring crowding as perceived by passengers through performance measures defined for this purpose, and determining the sources of crowding. The latter is important to identify the most effective means of addressing crowding in each case. The models are tested on data from the Massachusetts Bay Transportation Authority, and examples of graphical applications already being used by planners are presented.
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Availability:
- Find a library where document is available. Order URL: http://worldcat.org/issn/03611981
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Authors:
- Sánchez-Martínez, Gabriel E
- Paget-Seekins, Laurel
- Southwick, Christopher W
- Attanucci, John P
- Publication Date: 2018-12
Language
- English
Media Info
- Media Type: Digital/other
- Features: Figures; References;
- Pagination: pp 464-474
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Serial:
- Transportation Research Record: Journal of the Transportation Research Board
- Volume: 2672
- Issue Number: 8
- Publisher: Sage Publications, Incorporated
- ISSN: 0361-1981
- EISSN: 2169-4052
- Serial URL: http://journals.sagepub.com/home/trr
Subject/Index Terms
- TRT Terms: Automatic fare collection; Automatic vehicle location; Bus transit; Crowds; Data analysis; Passenger comfort; Passenger counting; Performance measurement; Ridership
- Geographic Terms: Boston Metropolitan Area
- Subject Areas: Data and Information Technology; Operations and Traffic Management; Passenger Transportation; Public Transportation;
Filing Info
- Accession Number: 01663640
- Record Type: Publication
- Report/Paper Numbers: 18-04503
- Files: TRIS, TRB, ATRI
- Created Date: Mar 22 2018 11:57AM