Agent-based Modelling and Simulation of Air Transport Technology

被引:6
作者
Grether, D. [1 ]
Fuerbas, S. [1 ]
Nagel, K. [1 ]
机构
[1] Berlin Inst Technol, Transport Syst Planning & Transport Telemat, D-10587 Berlin, Germany
来源
4TH INTERNATIONAL CONFERENCE ON AMBIENT SYSTEMS, NETWORKS AND TECHNOLOGIES (ANT 2013), THE 3RD INTERNATIONAL CONFERENCE ON SUSTAINABLE ENERGY INFORMATION TECHNOLOGY (SEIT-2013) | 2013年 / 19卷
关键词
air transport planning; queueing model; agent-based simulation; CELL TRANSMISSION MODEL; REPRESENTATION;
D O I
10.1016/j.procs.2013.06.109
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Declining travel time differences of mid-distance transport modes motivate use of multi-agent simulation models to analyze and forecast behaviour of actors in the transport system. This paper focuses on air-transport technology. A simulation model is proposed, that represents details of air traffic microscopically but is fast enough to enable an iterative simulation-based passenger-trip assignment. Aircraft are modelled in detail in respect to departure time and seat availability. Modelling of airports and routes of aircraft focuses on the available capacity of runways. Several simulation runs illustrate how the model can be calibrated using available parameters. The model can be used for an agent-based traffic assignment. Overall, the approach appears to be suited to analyze and forecast mid-distance transport. (C) 2013 The Authors. Published by Elsevier B.V.
引用
收藏
页码:821 / 828
页数:8
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