A novel two-phase location analytics model for determining operating station locations of emerging air taxi services

Decision Analytics Journal - Tập 2 - Trang 100013 - 2022
Akhouri Amitanand Sinha1, Suchithra Rajendran1,2
1Department of Industrial and Manufacturing Systems Engineering, University of Missouri Columbia, MO 65211, USA
2Department of Marketing, University of Missouri Columbia, MO 65211, USA

Tài liệu tham khảo

INRIX, 2019 Rajé, 2018, Traffic pollution: A search for solutions for a city like Nairobi, Cities, 82, 100, 10.1016/j.cities.2018.05.008 Kan, 2019, Traffic congestion analysis at the turn level using Taxis’ GPS trajectory data, Comput. Environ. Urban Syst., 74, 229, 10.1016/j.compenvurbsys.2018.11.007 Anderson, 2014, Subways, strikes, and slowdowns: The impacts of public transit on traffic congestion, Amer. Econ. Rev., 104, 2763, 10.1257/aer.104.9.2763 Marquart, 2020, The planned and the perceived city: A comparison of cyclists’ and decision-makers’ views on cycling quality, J. Transp. Geogr., 82, 10.1016/j.jtrangeo.2019.102602 de Palma, 2015, Discomfort in mass transit and its implication for scheduling and pricing, Transp. Res. B, 71, 1, 10.1016/j.trb.2014.10.001 Delclòs-Alió, 2017, Suburban travelers pressed for time: Exploring the temporal implications of metropolitan commuting in Barcelona, J. Transp. Geogr., 65, 165, 10.1016/j.jtrangeo.2017.10.016 Wener, 2005, Commuting stress: Psychophysiological effects of a trip and spillover into the workplace, Transp. Res. Rec., 1924, 112, 10.1177/0361198105192400114 Holden, 2016 Shaheen, 2018 Reiche, 2018 Johnson, 2018, Concept vehicles for VTOL air taxi operations Rajendran, 2021, Predicting demand for air taxi urban aviation services using machine learning algorithms, J. Air Transp. Manage., 92, 10.1016/j.jairtraman.2021.102043 Holmes, 2016, A vision and opportunity for transformation of on-demand air mobility Butterworth-Hayes, 2019 Hawkins, 2018 Warwick, 2018, New Zealand welcomes flight tests of Kitty Hawk’s eVTOL air taxi : full-scale prototypes of Cora air taxi in flight testing; transitional eVTOL combines rotors for vertical flight with wings for efficient forward flight, Aviat. Week Space Technol. 2019 Bacchini, 2019, Electric VTOL configurations comparison, Aerospace, 6, 10.3390/aerospace6030026 Enconniere, 2017, Mission performance analysis of a conceptual coaxial rotorcraft for air taxi applications, Aerosp. Sci. Technol., 69, 1, 10.1016/j.ast.2017.06.015 M. Shamiyeh, J. Bijewitz, M. Hornung, A review of recent personal air vehicle concepts. Bucharest, Romania, 2017. Sun, 2018, Competitiveness of on-demand air taxis regarding door-to-door travel time: A race through Europe, Transp. Res. E, 119, 1, 10.1016/j.tre.2018.09.006 Holden, 2018 Hasan, 2019 Rajendran, 2020, Air taxi service for urban mobility: A critical review of recent developments, future challenges, and opportunities, Transp. Res. E, 143, 10.1016/j.tre.2020.102090 Rath, 2019 Rajendran, 2019, Insights on strategic air taxi network infrastructure locations using an iterative constrained clustering approach, Transp. Res. E, 128, 470, 10.1016/j.tre.2019.06.003 Shao, 2020, A review of multi-criteria decision making applications for renewable energy site selection, Renew. Energy, 157, 377, 10.1016/j.renene.2020.04.137 Lu, 2016, Expansion of city scale, traffic modes, traffic congestion, and air pollution, Cities, 108 Pisoni, 2019, Evaluating the impact of Sustainable Urban Mobility Plans on urban background air quality, J. Environ. Manag., 231, 249, 10.1016/j.jenvman.2018.10.039 Straubinger, 2019, Policies addressing possible urban air mobility market distortions – a first discussion, Transp. Res. Procedia, 41, 64, 10.1016/j.trpro.2019.09.013 Cokorilo, 2020, Urban air mobility: Safety challenges, Transp. Res. Procedia, 45, 21, 10.1016/j.trpro.2020.02.058 Rajendran, 2020, Recommendations for emerging air taxi network operations based on online review analysis of helicopter services, Heliyon, 6, 10.1016/j.heliyon.2020.e05581 Al Haddad, 2020, Factors affecting the adoption and use of urban air mobility, Transp. Res. A, 132, 696 2019 Swadesir, 2018, Urban air transportation journey time comparison for melbourne metropolitan area Lim, 2019, The selection of vertiport location for on-demand mobility and its application to Seoul Metro Area, Int. J. Aeronaut. Space Sci., 20, 260, 10.1007/s42405-018-0117-0 P.A. Bonnefoy, Simulating air taxi networks, in: Proceedings - Winter Simulation Conference, Vol. 2005, 2005, pp. 1586–1595. Rothfeld, 2018, Agent-based simulation of urban air mobility Fadhil, 2018 Liu, 2017, Locating multiple types of charging facilities for battery electric vehicles, Transp. Res. B, 103, 30, 10.1016/j.trb.2017.01.005 Sfyridis, 2020, Annual average daily traffic estimation in England and Wales: An application of clustering and regression modelling, J. Transp. Geogr., 83, 10.1016/j.jtrangeo.2020.102658 Wang, 2019, Designing locations and capacities for charging stations to support intercity travel of electric vehicles: An expanded network approach, Transp. Res. C, 102, 210, 10.1016/j.trc.2019.03.013 Xie, 2018, Long-term strategic planning of inter-city fast charging infrastructure for battery electric vehicles, Transp. Res. E, 109, 261, 10.1016/j.tre.2017.11.014 Zhang, 2020, Multi-day scenario analysis for battery electric vehicle feasibility assessment and charging infrastructure planning, Transp. Res. C, 111, 439, 10.1016/j.trc.2019.12.021 Chauhan, 2019, Maximum coverage capacitated facility location problem with range constrained drones, Transp. Res. C, 99, 1, 10.1016/j.trc.2018.12.001 Escribano Macias, 2020, Optimal hub selection for rapid medical deliveries using unmanned aerial vehicles, Transp. Res. C, 110, 56, 10.1016/j.trc.2019.11.002 Lee, 2008, A traffic engineering model for air taxi services, Transp. Res. E, 44, 1139, 10.1016/j.tre.2007.10.004 Salama, 2020, Joint optimization of customer location clustering and drone-based routing for last-mile deliveries, Transp. Res. Part C: Emerging Technol., 114, 620, 10.1016/j.trc.2020.01.019 Rodriguez, 2019, Clustering algorithms: A comparative approach, PLoS One, 14, 10.1371/journal.pone.0210236 Kim, 2019, Participatory sensing-based geospatial localization of distant objects for disaster preparedness in urban built environments, Autom. Constr., 107, 10.1016/j.autcon.2019.102960 Millward, 2019, Activity travel of population segments grouped by daily time-use: GPS tracking in Halifax, Canada, Travel Behav. Soc., 16, 161, 10.1016/j.tbs.2019.05.005 Sodenkamp, 2019, Who can drive electric? Segmentation of car drivers based on longitudinal GPS travel data, Energy Policy, 130, 111, 10.1016/j.enpol.2019.03.048 Wang, 2020, Analysing the spatial configuration of urban bus networks based on the geospatial network analysis method, Cities, 96, 10.1016/j.cities.2019.102406 Rajendran, 2021, Real-time dispatching of air taxis in metropolitan cities using a hybrid simulation goal programming algorithm, Expert Syst. Appl., 178, 10.1016/j.eswa.2021.115056 Usman, 2013, Improved k-means clustering algorithm by getting initial cenroids, World Appl. Sci. J., 27, 543 Ballis, 2003, Airport site selection based on multicriteria analysis: the case study of the island of Samothraki, Oper. Res., 3, 261 Semih, 2011, A multi-criteria factor evaluation model for gas station site selection, Evaluation, 2, 12 Ghorbanzadeh, 2020, Subway station site selection using GIS-based multi-criteria decision-making: A case study in a developing country, Comput. Res. Prog. Appl. Sci. Eng., 6, 60 Hawas, 2016, A multi-criteria approach of assessing public transport accessibility at a strategic level, J. Transp. Geogr., 57, 19, 10.1016/j.jtrangeo.2016.09.011 Tzeng, 2002, Multicriteria selection for a restaurant location in Taipei, Int. J. Hosp. Manag., 21, 171, 10.1016/S0278-4319(02)00005-1 Tzeng, 2005, Multi-criteria analysis of alternative-fuel buses for public transportation, Energy Policy, 33, 1373, 10.1016/j.enpol.2003.12.014 Bock, 2008, Origins and extensions of the k -means algorithm in cluster analysis, Electron. J. Hist. Probab. Stat., 4, 1 Rajendran, 2020, Study of emerging air taxi network operation using discrete-event systems simulation approach, J. Air Transp. Manage., 10.1016/j.jairtraman.2020.101857