Real-time prediction and detection of contacts between vessels and facilities based on AIS: a multivariate time-series classification approach

• Main Authors: Li, Duowei, Wong, Yiik Diew, Tan, Kim Hock, Wang, Nanxi, Yuen, Kum Fai
• Other Authors: School of Civil and Environmental Engineering
• Format: Article
• Language: English
• Published: 2024
• Subjects: Engineering; Maritime casualty; Vessel-to-facility collision
• Online Access: https://hdl.handle.net/10356/180630
• Institution: Nanyang Technological University

Contact casualties between vessels and fixed facilities, such as the recent Baltimore bridge collapse, occur frequently in port areas and narrow waters, resulting in significant losses in property and operational efficiency. However, manual reporting of such contacts is typically prone to errors and...