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A flow-based integer programming approach to design an interurban shared automated vehicle system and assess its financial viability
- Source :
- Transportation Research. Part C: Emerging Technologies, 128
- Publication Year :
- 2021
-
Abstract
- Shared automated vehicles (SAV) are expected to become part of on-demand transport systems in the future. In an interurban context, SAV systems may potentially contribute to significantly improve the availability and quality of public transport. In this paper, we propose a flow-based integer programming approach to design and assess the financial viability of a SAV interurban system. An integer programming model, based on profit maximization and allowing vehicle pooling, was developed to optimize the fleet size and vehicle movements of a typical working day. This model and its optimal results were the basis for assessing the financial viability of an interurban transport network in the central area of Portugal. Different levels of demand were tested and three different fleet compositions were considered: cars, minibuses, and a mixed fleet of both. The results showed that a mixed fleet of vehicles is the best option for profit maximization. The optimal share of each vehicle type, in this fleet composition, asymptotically converges to approximately 1/3 of cars and 2/3 of minibuses, as demand increases. The introduction of a SAV system in such a region for interurban trips can replace up to 18 private vehicles per SAV vehicle, and should be done with sequential expansions to guarantee a profit at the different stages. The break-even point, for the conditions of the case study, is between 1.5 and 2 passengers per vehicle, for a fleet of cars, and between 4 and 5 passengers per vehicle, for a fleet of minibuses.
- Subjects :
- Optimization
Computer science
Shared automated vehicle
Pooling
Transport network
Transportation
Context (language use)
010501 environmental sciences
Management Science and Operations Research
01 natural sciences
Linear programming
0502 economics and business
Integer programming
0105 earth and related environmental sciences
Civil and Structural Engineering
Interurban
Finance
050210 logistics & transportation
business.industry
Profit maximization
05 social sciences
Maximization
Interurban transport
Public transport
Automotive Engineering
Fleet size
business
Subjects
Details
- Language :
- English
- ISSN :
- 0968090X
- Volume :
- 128
- Database :
- OpenAIRE
- Journal :
- Transportation Research. Part C: Emerging Technologies
- Accession number :
- edsair.doi.dedup.....595733172fe0bc31843bad0f9fc9e766