Artificial Intelligence for Advance Landslide Warning along
Railroad Tracks in Pennsylvania and Delaware
| 项目名称： | Artificial Intelligence for Advance Landslide Warning along Railroad Tracks in Pennsylvania and Delaware |
| 摘要： | The objective of this study is to develop an artificial intelligence (AI) model for advance landslide warning along railroad tracks in Pennsylvania and Delaware. The objective will be achieved through a collaborative research between researchers from the Department of Civil and Environmental Engineering at The Pennsylvania State University and the Railroad Engineering and Safety Program at University of Delaware. The Penn State team was recently awarded a Google AI Impact Challenge grant (July 2019 – June 2022) from Google.org. The main goal of the Google AI grant is to improve the predictive capability of rainfall-induced landslide hazards. Under the Google AI grant, the Penn State team will: (1) develop and deploy deep learning tools to identify landslide events and compile a landslide database; and (2) create predictive deep learning models to improve the prediction accuracy of where and when landslides occur and the potential impacted areas, based on the compiled database and other data sources, accounting for weather forecasts, topography, landcover, and soil moisture. The proposed UTC project is a natural extension of the Google AI grant. The Penn State team is waiting for Google’s official 3 approval of using a portion of the Google AI grant as matching to support the proposed study (the initial feedback from Google.org on the matching was positive). |
| 资金： | $368,828 |
| 资助组织： | Office of the Assistant Secretary for Research and Technology |
| 项目负责人： | Donnell, Eric T；Rajabipour, Farshad |
| 执行机构： | Pennsylvania State University, University Park<==>University of Delaware, Newark |
| 开始时间： | 20200701 |
| 预计完成日期： | 20220630 |
| 主题领域： | Environment；Freight Transportation；Geotechnology；Railroads |
相关文献
- Field Demonstration of Advance Landslide Warning Index for Railroad Tracks on Amtrak’s Harrisburg Line in Pennsylvania
- Artificial Intelligence (AI) for Building a Landslide Inventory & Advanced Landslide Warning System in Pennsylvania
- An Artificial intelligence (AI) Based Overheight Vehicle Warning System for Bridges
- Study of a Distributed Wireless Multi-Sensory Train Approach Detection and Warning System for Improving the Safety of Railroad Workers
- Laser-based Non-destructive Spike Defect Inspection System
- Developing Delaware's Agenda in Transportation within the Northeast Corridor
检索历史
应用推荐
