Procedia Computer Science · 2023 · 12 citations · 7 references
ComputingVisualizationComputer GraphicsData VisualizationFlow VisualizationReal-time VisualizationSimulation VisualizationTraffic EngineeringTraffic Flow AnalysisTraffic Flow TheoryTraffic OperationsDashboard LayoutReal-time DashboardingReal-time Traffic ForecastingTraffic CongestionTraffic Flow VisualizationTraffic SimulationTraffic Simulation ModelingTraffic Visualization
To solve the city's traffic congestion problem, micro-traffic simulation is widely used to analyze the current situation and implement a plan to solve the problem. With the nature of the simulation, it is possible to design multiple scenarios and predict future traffic conditions. The state of the network is usually represented visually through 3D graphics and numbers such as speed, delay time, etc. However, analysis results are generally not intuitive, making it difficult for non-experts to judge traffic indicators. This study presents the possibility of utilizing an open-sourced real-time web-based platform linking simulation results to dashboards. Here, the micro traffic simulation, VISSIM is used. Traffic flow at intersections and location information of individual vehicles are stored in the cloud from VISSIM at analysis intervals. In real-time, the saved results are loaded into Elasticsearch, an open-source visualization tool. Data are visualized according to temporal and spatial characteristics and constitute the dashboard layout. Users intuitively analyze and predict traffic conditions through this visualization platform. In addition, traffic conditions can be easily communicated to general users who use web-based information.
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Big Data Analytics and Visualization in Traffic Monitoring
Chiara Bachechi, Laura Po, Federica Rollo · Big Data Research · 2021 · 62 citations · Full text
Milan Zlatkovic, Sarah Zlatkovic, T P O SULLIVAN et al. · Sustainable Cities and Society · 2018 · 61 citations