Study: The Application of Automatic Identification System Information and PSO-LSTM Neural Network in CRI Prediction

Already published for the first time in September 2020: Maritime piloting operations involve on-call work schedules that may lead to sleep loss and circadian misalignment. The study documented pilot work scheduling practices.

Case Study: A study conducted for Fremantle Ports on vessel interacting within the harbour.

Maritime pilots work in an irregular deployment system (rotation system) with unpredictable work assignments under high levels of physical and mental stress. Fatigue or chronic diseases, e.g. coronary heart disease, peptic ulcers or gastritis can occur as a consequence.

The Federal New York and the M.S. Westcott Sliding through the Detroit River in May 2026, the Federal New York towered over the tiny but legendary M.S. Westcott, a perfect Great Lakes contrast of scale and tradition. Built in 2024 for Fednav, Canada’s largest dry-bulk shipping company, the Federal New York stretches nearly 656 feet long, carries roughly 34,700 deadweight tons, and was designed specifically for efficient St. Lawrence Seaway and Great Lakes service. Alongside her, the M.S....

Take a look at the first UK 'hybrid' pilot boat built in the UK by Goodchild Marine for the Port of London Authority. Video from 2019.

Surely, the new invention also reduced the amount of time and hands (manpower) previously required to perform such a task. Now those idling "extra hands" could dedicate the "extra time" that was made available, to take care of other issues important for the community.