Research on ship speed prediction based on time series imaging and deep convolutional network fusion method

• Published in: Applied ocean research Vol. 154; p. 104384
• Main Authors: Jiang, Xingjia, Dai, Yingwei, Li, Suhan, Ma, Ranqi, Du, Taili, Zou, Yongjiu, Zhang, Peng, Zhang, Yuewen, Sun, Peiting
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.01.2025
• Subjects: Deep convolutional network; Image prediction; Ship; Ship speed prediction; Time series imaging; Time series imaging; Ship; Ship speed prediction; Deep convolutional network; Image prediction

Ship speed prediction is crucial for ship operation and safe navigation, providing precise data support for route planning and optimization, port operational efficiency enhancement, navigation system development, etc. Currently, the computational accuracy of the existing ship speed prediction method...