Combined variable speed limit and lane change guidance for secondary crash prevention using distributed deep reinforcement learning
The primary objective of this paper is to develop a combined variable speed limit (VSL) and
lane change guidance (LCG) controller to prevent secondary crashes (SCs) and improve …
lane change guidance (LCG) controller to prevent secondary crashes (SCs) and improve …
Methodological evolution and frontiers of identifying, modeling and preventing secondary crashes on highways
Secondary crashes (SCs) or crashes that occur within the boundaries of the impact area of
prior, primary crashes are one of the incident types that frequently affect highway traffic …
prior, primary crashes are one of the incident types that frequently affect highway traffic …
Real-time prediction and avoidance of secondary crashes under unexpected traffic congestion
Abstract According to the Federal Highway Administration, nonrecurring congestion
contributes to nearly half of the overall congestion. Temporal disruptions impact the effective …
contributes to nearly half of the overall congestion. Temporal disruptions impact the effective …
Bi-objective scheduling of fire engines for fighting forest fires: New optimization approaches
It is challenging to perform emergency scheduling for fighting forest fires subject to limited
rescue resources (ie, vehicles with fire engines), since extinguishing each fire point should …
rescue resources (ie, vehicles with fire engines), since extinguishing each fire point should …
Spatial and temporal prediction of secondary crashes combining stacked sparse auto-encoder and long short-term memory
H Li, Q Gao, Z Zhang, Y Zhang, G Ren - Accident Analysis & Prevention, 2023 - Elsevier
Secondary crashes occur within the spatial and temporal impact area of primary crashes,
resulting in traffic delays and safety problems. While most existing studies focus on the …
resulting in traffic delays and safety problems. While most existing studies focus on the …
Towards enhanced recovery and system stability: Analytical solutions for dynamic incident effects in road networks
Traffic incidents are recognized as a key contributor to non-recurrent congestion, which
causes many negative effects in economy, environment, health and lifestyle. In this article …
causes many negative effects in economy, environment, health and lifestyle. In this article …
Facility location-allocation problem for emergency medical service with unmanned aerial vehicle
This paper models an operation problem of an unmanned aerial vehicle for the emergency
medical service (UEMS) system. The model is set up as a location-allocation problem. The …
medical service (UEMS) system. The model is set up as a location-allocation problem. The …
Analysis of a stochastic switching model of freeway traffic incidents
This paper introduces a model for freeway traffic dynamics under stochastic capacity-
reducing incidents, and provides insights for freeway incident management by analyzing …
reducing incidents, and provides insights for freeway incident management by analyzing …
Online optimization with look-ahead for freeway emergency vehicle dispatching considering availability
H Park, D Waddell, A Haghani - Transportation research part C: emerging …, 2019 - Elsevier
Traditional emergency management studies have made resource allocation decisions to
serve the current emergency without knowing which future emergency will be occurring …
serve the current emergency without knowing which future emergency will be occurring …
Random energy-efficient models for sustainable facility location subject to carbon emission, economical, capacitated and regional constraints
An uncertainty facility location allocation (FLA) problem is a complex nonlinear optimization
problem. Currently, researchers have discussed the stochastic cost/profit issues of FLA …
problem. Currently, researchers have discussed the stochastic cost/profit issues of FLA …