Real-Time Recommendations for Traffic Control in an Intelligent Transportation System during an Emergency Evacuation – Part 2
| 项目名称： | Real-Time Recommendations for Traffic Control in an Intelligent Transportation System during an Emergency Evacuation – Part 2 |
| 摘要： | Recent hurricanes caused mass evacuations and brought attention to many issues and challenges during these mass evacuations. Effective and proper traffic control is crucial during an emergency evacuation, and intelligent transportation systems (ITSs) can play an important role in mass emergency evacuations. Moreover, diversity in human evacuation behavior (e.g., leaving versus staying, and different evacuation times and routes chosen by individuals) should be considered in the planning and implementation of an emergency evacuation. More ITSs incorporating information technology and smart sensors have been built in North Carolina. These ITSs provide us opportunities to improve the effectiveness and efficiency of emergency evacuations. In this project, the research team proposes to create ecological models for human evacuation behavior prediction using Monte-Carlo simulation, Brunswik’s Lens model and machine learning algorithms, which will be integrated with optimization models to generate initial evacuation traffic control plans. The team will also develop a predictive model for the changes in the number of connections of hurricane-affected airlines and airports and an optimization model to recommend personalized, multi-modal options for passengers whose flights are cancelled. The predictive and optimization models to be developed in this project will help improve the safety and mobility of people during a hurricane evacuation. |
| 状态： | Active |
| 资金： | 224946 |
| 资助组织： | Center for Advanced Transportation Mobility<==>Office of the Assistant Secretary for Research and Technology |
| 项目负责人： | Qu, Xiuli |
| 执行机构： | North Carolina A&T State University |
| 开始时间： | 20200601 |
| 预计完成日期： | 20211231 |
| 主题领域： | Operations and Traffic Management；Planning and Forecasting；Security and Emergencies；Transportation (General) |
相关文献
- Real-Time Decision Support System for Transportation Infrastructure Management under a Hurricane Event
- Development of Traffic Performance Metrics Using Real-Time Traffic Data
- Real-Time Data-Based Decision Support System for Arterial Traffic Management
- Real-Time Emergency Communication System for HazMat Incidents (REaCH) - Phase I
- Simulation Study of Emergency Evacuation of Greater Jackson due to Hazardous Material Incident
- Real - Time and Secure Analysis of Data for Connected Vehicles
检索历史
应用推荐
