Fleet Management in Free-Floating Bike Sharing Systems Using Predictive Modelling and Explorative Tools
نویسندگان
چکیده
منابع مشابه
Free-Floating Bike Sharing: Solving Real-life Large-scale Static Rebalancing Problems Free-Floating Bike Sharing: Solving Real-life Large-scale Static Rebalancing Problems
Free-floating bike sharing (FFBS) is an innovative bike sharing model. FFBS saves on start-up cost, in comparison to stationbased bike sharing (SBBS), by avoiding construction of expensive docking stations and kiosk machines. FFBS prevents bike theft and offers significant opportunities for smart management by tracking bikes in real-time with built-in GPS. However, like SBBS, the success of FFB...
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Bike Sharing Systems became popular in recent years to extend the public transportation network of cities or regions. Most research in this area focuses on finding the optimal locations for bike sharing stations. Still various approaches on how to operate such a system efficiently exist. The usefulness of a bike sharing system strongly depends on the user convenience which is directly connected...
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Bike sharing provides an environment-friendly way for traveling and is booming all over the world. Yet, due to the high similarity of user travel patterns, the bike imbalance problem constantly occurs, especially for dockless bike sharing systems, causing significant impact on service quality and company revenue. Thus, it has become a critical task for bike sharing systems to resolve such imbal...
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Due to increased traffic congestion and carbon emissions, Bike Sharing Systems (BSSs) are adopted in various cities for short distance travels, specifically for last mile transportation. The success of a bike sharing system depends on its ability to have bikes available at the "right" base stations at the "right" times. Typically, carrier vehicles are used to perform repositioning of bikes betw...
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ژورنال
عنوان ژورنال: Austrian Journal of Statistics
سال: 2020
ISSN: 1026-597X
DOI: 10.17713/ajs.v49i2.1114