Assessment of Surrogate Safety Benefits of an Adaptive Traffic Control System
نویسندگان
چکیده
When Adaptive Traffic Control Systems are evaluated their safety benefits are rarely investigated. This ‘lack of interest’ in safety performance may be attributed to two major factors: 1) field assessments of safety improvements are impractical (i.e. time consuming and costly), and 2) methods for obtaining safety metrics from microscopic simulation models are uncommon. While collecting and analyzing field safety metrics (e.g. crash rates) remains operationally and analytically challenging, new tools are becoming available to provide surrogate safety measures based on microscopic simulation program outputs. The framework of this study uses a microsimulation model connected to Sydney Coordinated Adaptive Traffic System (SCATS) to generate vehicular trajectories which are fed into a Surrogate Safety Assessment Model. Realworld data from two Utah state routes are collected to reflect crashes before and after the adaptive system was deployed in 2006. The crash data are analyzed and compared to relevant surrogate safety measures to detect potential correlations between the two data sets. Results show that SCATS generates fewer rear-end and total conflicts than traditional traffic control while traditional control generates fewer crossing and lane-changing conflicts. Field crashes have increased in the last few years likely as a consequence of more numerous road construction activities. Correlation indicators between field crashes and simulated conflicts are not very strong but follow trends reported by other studies.
منابع مشابه
APPLICATION OF ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM FOR THE ASSESSMENT OF DAMAGED ZONE AROUND UNDERGROUND SPACES
The development of an excavation damaged zone (EDZ) around an underground excavation can change the physical, mechanical and hydraulic behaviors of the rock mass near an underground space. This might result in endangering safety, achievement of costs and excavation planed. This paper presents an approach to build a prediction model for the assessment of EDZ, based upon rock mass characteristics...
متن کاملAdaptive Online Traffic Flow Prediction Using Aggregated Neuro Fuzzy Approach
Short term prediction of traffic flow is one of the most essential elements of all proactive traffic control systems. Although various methodologies have been applied to forecast traffic parameters, several researchers have showed that compared with the individual methods, hybrid methods provide more accurate results . These results made the hybrid tools and approaches a more common method for ...
متن کاملAn adaptive modified fuzzy-sliding mode longitudinal control design and simulation for vehicles equipped with ABS system
In order to improve the safety and longitudinal stability of a vehicle equipped with standard ABS system, this paper, analyzes the basic principles of vehicles stability and proposes a control strategy based on fuzzy adaptive control which will adjust PID gain parameters, using genetic algorithm. A linear three-degree-of-freedom (DOF) vehicle model was set up in Simulink and the stability test ...
متن کاملSafety Assessment of Cooperative Vehicle Infrastructure System-based Urban Traffic Control
Cooperative vehicle infrastructure system (CVIS) or connected vehicles, formerly known as IntelliDrive, has emerged and is expected to provide unprecedented improvements in mobility and safety. A recent study developed a CVIS-based urban traffic control system that does not require a stop-and-go style traffic signal. A simulation-based study on the CVIS-based control found significant improveme...
متن کاملField Evaluation of Safety Impacts of Adaptive Cruise Control
This paper provides an attempt at evaluating the safety impacts of an Adaptive Cruise Control (ACC) system relative to Conventional Cruise Control (CCC) utilizing data that were gathered as part of a Field Operational Test (FOT) in Ann Arbor, Michigan. The safety of the ACC system is quantified considering three surrogate safety measures. The first safety measure considers the car-following beh...
متن کامل