Statistical estimation of railroad congestion delay

This research identifies factors that are the major contributors to freight rail congestion using statistical analysis. Total train running time is predicted based on free running time predictors (horsepower per ton, track topography and slow orders) and congestion-related factors (meets, passes, overtakes, prior time periods' train counts, total train hours, train spacing variability, and train departure headway). Primary congestion predictive factors (meets, passes, overtakes) are consistently found to have the largest effect on congestion delay. The predictive equations are used to forecast average monthly train running time with a 4.6% mean absolute percent error.

[1]  John C Prokopy,et al.  PARAMETRIC ANALYSIS OF RAILWAY LINE CAPACITY , 1975 .

[2]  J. Will M. Bertrand,et al.  AN AGGREGATE CAPACITY ESTIMATION MODEL FOR THE EVALUATION OF RAILROAD PASSING CONSTRUCTIONS , 2000 .

[3]  R. H. Jones,et al.  Unequally spaced longitudinal data with AR(1) serial correlation. , 1991, Biometrics.

[4]  Richard J. Boucherie,et al.  Running times on railway sections with heterogeneous train traffic , 1998 .

[5]  Malachy Carey,et al.  Stochastic approximation to the effects of headways on knock-on delays of trains , 1994 .

[6]  Erhan Kozan,et al.  Modelling delay risks associated with a train schedule , 1995 .

[7]  Malachy Carey,et al.  A model and strategy for train pathing with choice of lines, platforms, and routes , 1994 .

[8]  S. Gibson,et al.  Developments in Transport Policy: The Evolution of Capacity Charges on the UK Rail Network , 2002 .

[9]  J Ekman CAPACITY ESTIMATION OF NEW INFRASTRUCTURE BASED ON DISCRETE EVEN MODEL OF TRAIN PATHS , 2004 .

[10]  Xavier Gandibleux,et al.  Heuristics for railway infrastructure saturation , 2001, ATMOS.

[11]  Per Olov Lindberg,et al.  Railway Timetabling Using Lagrangian Relaxation , 1998, Transp. Sci..

[12]  Leo G. Kroon,et al.  Reliability and Heterogeneity of Railway Services , 2006, Eur. J. Oper. Res..

[13]  Malachy Carey,et al.  Extending a train pathing model from one-way to two-way track , 1994 .

[14]  Robert L. Burdett,et al.  A railway capacity determination model and rail access charging methodologies , 2005 .

[15]  Matteo Fischetti,et al.  Modeling and Solving the Train Timetabling Problem , 2002, Oper. Res..

[16]  Harald Krueger Parametric modeling in rail capacity planning , 1999, WSC '99.