Experiences Gained and Benefits from Using Uncrewed Aerial Systems to Calculate Pavement Condition Index at over 80 Airports in the United States
Publication: Airfield and Highway Pavements 2023
ABSTRACT
Silent Falcon has developed a process for efficiently collecting pavement condition inspections at over 80 airports in the United States. The project planning process ensures that 100% coverage of the airfield pavements to be acquired at less than 2 mm ground pixel resolution tied into the National Geodetic Survey grid. The operations team has developed an excellent coordination process with the airport and air traffic control tower to ensure the minimum time on the runways and safe airport operations. Depending on the size of the airport, the data collection phase is accomplished using multiple UAS with FAA licensed pilots. Lessons were learned about the best overlap, best altitudes, and best processes for orthorectification of the stitched images. The distresses are quality control reviewed with a professional pavement engineer for final calculation of the Pavement Condition Index. The pavement inspection is delivered to the client in ArcGIS Pro with individual distresses in separate layers geolocating the distress and severities. Utah DOT compared the previously collected manual pavement inspections with the UAS calculated PCI and have been incredibly happy with the correlations. The ArcGIS deliverable provides the ability to compare the PCI and individual distresses with the detailed imagery, which allows for further field inspection of areas of interest. This detailed imagery is a great benefit to the airport or airport consultant. The total quantities of cracking and other distresses that are calculated supply data for preliminary engineering of rehabilitation options. Silent Falcon has gone beyond the research phase and is progressing with full-scale implementation of the system that has been developed. Feedback provided by other states’ aviation officials and airports has been incredibly positive.
Get full access to this article
View all available purchase options and get full access to this chapter.
REFERENCES
ASTM. ASTM D5340-20, Standard Test Method for Airport Pavement Condition Index Surveys, ASTM International, Philadelphia, PA, 2020.
Bishop, G., M. T. McNerney, and V. Saur. Development and Testing of a Performance Standard for using Small Uncrewed Aerial Vehicles for Detailed Pavement Inspections for Airports, October 2022.
FAA., Airport Pavement Management Program (PMP), Washington D.C., Nov10, 2014.
FAA., Specifications for Submission of Aeronautical Surveys, Washington D.C., May 20, 2009.
FAA., Standards for Using Remote Sensing Technologies in Airport Surveys, Washington D.C., Sep 29, 2011.
FAA., General Guidance and Specifications for Aeronautical Surveys: Establishment of Geodetic Control and Submission to the National Geodetic Survey, Washington D.C., Jul 7, 2019.
FAA. Presentation to ACC Airport Technical Workshop, 2022.
GAO., Keeping Nation’s Runways in Good Condition Could Require Substantially Higher Spending, July 1998.
McNerney, M. T., G. Bishop, and V. Saur. “Detailed Pavement Inspection of Airports using Remote Sensing UAS and Machine Learning of Distress Imagery” International Conference on Transportation and Development 2022, May 31–June 3, 2022, |Seattle, Washington https://doi.org/10.1061/9780784484371, © 2022 ASCE.
Menezes, S., and D. Valecha. Small Unmanned Aircraft Systems for Pavement Inspections: Interim Findings – TRBAM-22-02070, Presented at TRM 2022 annual meeting, Washington DC.
Information & Authors
Information
Published In
History
Published online: Jun 13, 2023
ASCE Technical Topics:
- Air traffic control
- Air transportation
- Airport and airfield pavements
- Airports and airfields
- Construction engineering
- Construction management
- Geodetic surveys
- Geomatic surveys
- Geomatics
- Gravels
- Infrastructure
- Inspection
- Land surveys
- Pavement condition
- Pavements
- Traffic engineering
- Traffic management
- Traffic safety
- Transportation engineering
Authors
Metrics & Citations
Metrics
Citations
Download citation
If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.