DEVELOPMENT OF AUTOMATIC TURNAROUND TIME ANALYSIS USING COMPUTER VISION

• Main Author: Benedict Oliver Brata, Hoo
• Format: Final Project
• Language: Indonesia
• Subjects: Teknik (Rekayasa, enjinering dan kegiatan berkaitan)
• Online Access: https://digilib.itb.ac.id/gdl/view/82244
• Institution: Institut Teknologi Bandung

Turnaround time is an essential indicator for airlines to improve on-time performance and for airports to manage slots. However, turnaround time performance analysis is minimal because recording detailed activities during blockon is impractical. This research aims to develop an automated turnaround time analysis system using YOLO-based computer vision technology. The methodology involves detecting objects that perform services on aircraft during the block-on period, followed by data post-processing to generate performance reports displayed in dashboards. This research resulted in a system capable of automatically collecting data and analyzing activities on the apron, which was then used for round-time performance evaluation. The results of this analysis help the airport optimize slot management and, for airlines, can help improve on-time performance.