Explaining the Mean and Variability of Extra Travel Time in Traffic with Interacting Fast and Slow Vehicles

• Published in: Applied sciences 2022-07, Vol.12 (14), p.7176
• Main Authors: Carrillo-González, José Gerardo, Perez-Martinez, Francisco
• Format: Article
• Language: English
• Subjects: extra travel time; fast vehicles; heterogeneous speed; Investigations; Modelling; Roads & highways; Simulation; slow vehicles; Speed limits; Traffic; Traffic congestion; Traffic speed; Travel; Travel time; Trucks; variability; Vehicles
• ISSN: 2076-3417; 2076-3417
• DOI: 10.3390/app12147176

In this work, the authors developed procedures to explain mean extra travel time (T) and extra travel time variability (V). This was carried out for situations (through simulations) where the fast vehicles’ travel time, whose speed tendency (sp1) is the permitted speed limit, is negatively affected (i.e., increasing travel time) by the presence of slow vehicles, whose speed tendency (sp2) is half the speed limit. The speed limit was set in the range of 60 km/h to 90 km/h, with seven cases, and every case had eight simulations, each with different p1 (fast vehicles’ percentage) and p2= 100% − p1 (slow vehicles’ percentage) values. p2 ranged from 10% to 80% at intervals of 10%, for a total of 56 simulations. From the simulations’ data, we calculated the fast vehicles’ extra travel time, which is the additional time to traverse an avenue segment owing to the presence of slow vehicles. The fast and slow vehicles recreate heterogenous traffic in terms of speed. We developed procedures for modeling T and V with p2, and V with T. For modeling, ~71.42% of the data from simulations was used. We find that the models’ parameters values can be used for explaining the remaining data. In addition, we discovered that the pattern of p2 vs. V, for p2 ranging from 50% to 80%, is different among sp1 cases and not linear.