Decision Support Systems (DSS) for traffic management assessment: Notes on current methodology and future requirements for the implementation of a DSS.

作者: Josep Perarnau , Alex Torday , Aleis Ruiz de Villa , Martijn Breen , Jordi Casas

DOI:

关键词: Advanced Traffic Management SystemDecision support systemEngineeringTraffic managementNetwork traffic simulationTraffic congestionTraffic simulationInSync adaptive traffic control systemTransport engineeringRisk analysis (engineering)Intelligent transportation system

摘要: Real-time traffic prediction has become an indispensable requirement for management, whether in urban or interurban areas. helps control room operators to evaluate the effect of different management strategies available (ITS systems, driver information, etc). Through combination short-term forecasts state network and evaluations impact strategies, decision support systems (DSS) permits anticipate mitigate effects congestion. This article presents current framework DSS making decisions based on short medium-term predictions a show case DDs simulation model finalizes with some reflections likely evolution DSSs according scientific research availability new types data associated methodologies.

参考文章(28)
G. Davis, Nihan, N, M. Hamed, L. Jacobson, ADAPTIVE FORECASTING OF FREEWAY TRAFFIC CONGESTION Transportation Research Record. ,(1990)
B L Smith, M J Demetsky, SHORT-TERM TRAFFIC FLOW PREDICTION: NEURAL NETWORK APPROACH Transportation Research Record. ,(1994)
Alexandre Torday, Simulation-based Decision Support System for Real Time Traffic Management Transportation Research Board 89th Annual MeetingTransportation Research Board. ,(2010)
Howell Tong, Non-linear time series analysis John Wiley & Sons. ,(2005)
Alexandre Torday, Jordi Casas Vilaró, Alex Ruiz de Villa, Framework for Traffic Pattern Identification: Required Step for Short-term Forecasting transport research forum. ,(2014)
Josefa Z. Hernández, Sascha Ossowski, Ana Garcı́a-Serrano, MULTIAGENT ARCHITECTURES FOR INTELLIGENT TRAFFIC MANAGEMENT SYSTEMS Transportation Research Part C-emerging Technologies. ,vol. 10, pp. 473- 506 ,(2002) , 10.1016/S0968-090X(02)00032-3
Blerim Cici, Athina Markopoulou, Enrique Frías-Martínez, Nikolaos Laoutaris, Quantifying the potential of ride-sharing using call description records Proceedings of the 14th Workshop on Mobile Computing Systems and Applications - HotMobile '13. pp. 17- ,(2013) , 10.1145/2444776.2444799
José Cuena, Josefa Hernández, Martín Molina, Knowledge-based models for adaptive traffic management systems Transportation Research Part C-emerging Technologies. ,vol. 3, pp. 311- 337 ,(1995) , 10.1016/0968-090X(95)00013-9
Billy M. Williams, Priya K. Durvasula, Donald E. Brown, URBAN FREEWAY TRAFFIC FLOW PREDICTION: APPLICATION OF SEASONAL AUTOREGRESSIVE INTEGRATED MOVING AVERAGE AND EXPONENTIAL SMOOTHING MODELS Transportation Research Record. ,vol. 1644, pp. 132- 141 ,(1998) , 10.3141/1644-14