Application of Big Data Approaches for Traffic Incident Management (TIM)
| 项目名称： | Application of Big Data Approaches for Traffic Incident Management (TIM) |
| 摘要： | The scale of the data, the concepts, and the paradigm shift that is necessary to move from traditional data collection, storage, and analytics to use Big Data poses new challenges for transportation practitioners. This shift is not simply a linear one; rather, it requires completely new approaches to data collection, storage and management, and procurement of information technology services, as well as skill sets that most transportation agencies lack and are difficult to acquire. Furthermore, few agencies are using Big Data data sets to demonstrate the benefits of this approach, particularly for TIM. The recently completed project NCHRP Research Report 904: Leveraging Big Data to Improve Traffic Incident Management, (http://www.trb.org/Main/Blurbs/179756.aspx) begins to address these issues. Big Data applications related to the emergence of connected vehicle, traveler, and infrastructure data will soon drive this change. One of the findings from the report is that in order to gain benefits from Big Data approaches and analytics, a scalable solution is essential. Research is necessary to document issues and demonstrate the feasibility and value of Big Data approaches for use by state departments of transportation (DOTs) and other agencies to enhance operations and TIM programs. The objective of this research is to (1) demonstrate the feasibility and practical value of Big Data approaches to improve TIM, and (2) provide guidelines, including techniques and tools, to address the findings and recommendations of NCHRP Research Report 904: Leveraging Big Data to Improve Traffic Incident Management. |
| 状态： | Active |
| 资金： | 490000 |
| 资助组织： | National Cooperative Highway Research Program<==>American Association of State Highway and Transportation Officials (AASHTO)<==>Federal Highway Administration |
| 项目负责人： | Rogers, William C；Wadsworth, Trey J |
| 执行机构： | AEM Transportation |
| 开始时间： | 20200728 |
| 预计完成日期： | 20221028 |
| 主题领域： | Data and Information Technology；Highways；Operations and Traffic Management |
相关文献
- Research for AASHTO Standing Committee on Highways. Task 221. Traffic Incident Management Program for Worker Safety
- Guidance for Implementation of Traffic Incident Management Performance Measurement
- Guidance on Quantifying Benefits of TIM Strategies
- Saxton Transportation Operations Laboratory Task Order 11: User Friendly Traffic Incident Management (TIM) Program Benefit-Cost Estimation Tool
- Improving the Quality of Traffic Records for Traffic Incident Management
- Reducing Secondary Crashes through Effective Traffic Incident Management
检索历史
应用推荐
