Prioritisation of modelling parameters of a free-floating car sharing system according to their sensitivity to the environmental impacts
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Cleaner Production"
DOI: 10.1016/j.jclepro.2021.126081
Abstract: Abstract Relying on life cycle assessment (LCA) to evaluate product-service systems (PSSs), and more specifically car sharing systems, involves many challenges. Car sharing services include free-floating car sharing, which enables users to take and leave… read more here.
Keywords: system; floating car; free floating; car ... See more keywords
Experimental analyses and clustering of travel choice behaviours by floating car big data in a large urban area
Sign Up to like & getrecommendations! Published in 2018 at "Iet Intelligent Transport Systems"
DOI: 10.1049/iet-its.2018.0015
Abstract: This study introduces a general methodology to process sparse floating car data, reconstruct the routes followed by the drivers, and cluster them to achieve suitable choice sets of significantly different routes for calibrating behavioural models.… read more here.
Keywords: methodology; floating car; choice; travel ... See more keywords
Methodology for O‐D matrix estimation using the revealed paths of floating car data on large‐scale networks
Sign Up to like & getrecommendations! Published in 2020 at "Iet Intelligent Transport Systems"
DOI: 10.1049/iet-its.2019.0684
Abstract: The increasing availability of historical floating car data (FCD) represents a relevant chance to improve the accuracy of model-based traffic forecasting systems. A more precise estimation of origin–destination (O-D) matrices is a critical issue for… read more here.
Keywords: methodology; estimation; floating car; matrix estimation ... See more keywords
Coherence analysis of road safe speed and driving behaviour from floating car data
Sign Up to like & getrecommendations! Published in 2020 at "Iet Intelligent Transport Systems"
DOI: 10.1049/iet-its.2019.0700
Abstract: In the Intelligent Transportation Systems, integration of different components of the classical driver-vehicle-infrastructure system is supported by advances in technology and communications. This study presents a general road safety analysis framework that exploits different types… read more here.
Keywords: floating car; analysis; road; safety ... See more keywords
Spatial-temporal traffic congestion identification and correlation extraction using floating car data
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Intelligent Transportation Systems"
DOI: 10.1080/15472450.2020.1790364
Abstract: Abstract Traffic congestion induces significant economic loss each year, and identifying traffic congestion patterns is necessary for better traffic control and management. Floating car data (FCD) provides a cost-effective alternative for assessing traffic status and… read more here.
Keywords: traffic; floating car; spatial temporal; traffic congestion ... See more keywords
Developing a Travel Time Estimation Method of Freeway Based on Floating Car Using Random Forests
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Advanced Transportation"
DOI: 10.1155/2019/8582761
Abstract: Travel time of traffic flow is the basis of traffic guidance. To improve the estimation accuracy, a travel time estimation model based on Random Forests is proposed. 7 influence variables are viewed as candidates in… read more here.
Keywords: estimation; floating car; time; random forests ... See more keywords
Freight Demand Distribution in a Suburban Area: Calibration of an Acquisition Model with Floating Car Data
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Advanced Transportation"
DOI: 10.1155/2022/1535090
Abstract: The paper deals with the interaction between freight flows, land use, and economy of a suburban area. In urban freight distribution, the process of freight acquisition of commercial establishments represents a crucial element. Therefore, it… read more here.
Keywords: area; calibration; distribution; suburban area ... See more keywords
A map-matching algorithm with low-frequency floating car data based on matching path
Sign Up to like & getrecommendations! Published in 2018 at "EURASIP Journal on Wireless Communications and Networking"
DOI: 10.1186/s13638-018-1154-x
Abstract: With the wide application and rapid development of Intelligent Transportation System (ITS), the floating car has been widely used in the collection of traffic information, which is also very important in the application of the… read more here.
Keywords: floating car; frequency floating; low frequency; car ... See more keywords
Travel demand and distance analysis for free-floating car sharing based on deep learning method
Sign Up to like & getrecommendations! Published in 2019 at "PLoS ONE"
DOI: 10.1371/journal.pone.0223973
Abstract: In order to address the time pattern problems in free-floating car sharing, in this paper, the authors offer a comprehensive time-series method based on deep learning theory. According to car2go booking record data in Seattle… read more here.
Keywords: floating car; free floating; deep learning; car sharing ... See more keywords
Influence of floating car data quality on congestion identification
Sign Up to like & getrecommendations! Published in 2020 at "European Journal of Transport and Infrastructure Research"
DOI: 10.18757/ejtir.2020.20.4.5304
Abstract: This paper explores the usability of floating car data (FCD) of mixed quality in congestion analysis on motorways. The specific data quality aspects that we are investigating are the number and density of trajectories, the… read more here.
Keywords: floating car; quality; quality congestion; congestion ... See more keywords