Advancement of a Pavement Management System (PMS) for the Efficient Management of National Highways in Korea
Abstrak
In order to maintain a suitable road pavement level with limited resources, a management system must be established. In order to achieve this goal, a program using AI (artificial intelligence) was developed to manage and evaluate a sizable volume of survey data. A national highway pavement data management system (PDMS) built on the WEB was also constructed. By connecting several artificial neural networks, the AI crack analysis algorithm was created and taught to automatically recognize cracks in road photos and calculate crack rates. In the PDMS, the current condition of a national highway can be shown on a map, and all the data are updated to allow for verification in increments of 100 m for each lane. The system was also improved to enable the collection of information on the detailed survey section’s pavement repair specifics according to survey year.
Topik & Kata Kunci
Penulis (6)
Seungyeon Han
Hyungmog You
Myeongill Kim
Moonsup Lee
Nuri Lee
Chulki Kim
Akses Cepat
- Tahun Terbit
- 2023
- Sumber Database
- DOAJ
- DOI
- 10.3390/engproc2023036067
- Akses
- Open Access ✓