This paper presents a big data analytics method for the proactive mitigation of grounding
risk. The model encompasses the dynamics of ship motion trajectories while accounting for …

Since the introduction of the Automatic Identification System (AIS), AIS data has proven to be
a valuable source of ship behavior analysis using data mining. It records ship position …

In ports and waterways, the impacts of external navigational factors may lead to serious
incidents due to limited space for ship maneuvering. Using nautical traffic models, these …

Estuarine ports account for more than 80% of world ports. Considering the large portion of
ships depart and arrive at estuarine ports worldwide, using current and tide to departure and …

Due to the terrain and river characteristics, navigating in curved channels can be
challenging. The flow is often turbulent, and ships may face difficulty in maneuvering due to …

Hull roughness increases the ship's resistance during navigation, significantly increasing
fuel consumption and emissions. The study proposed the hull fouling factors (HFFs) to …

A fuzzy controller design approach is developed in this research for the control problem of a
ship's dynamic path based on automatic identification system (AIS) data. Over the past few …