Applied Sciences, 2022 To protect the environment around the world, we are actively developing ecofriendly energy. Offshore wind farm generation installed in the sea is extremely large among various energies, and friction with ships occurs regularly.
Jeong-Seok Lee, Ik-Soon Cho
doaj +3 more sources
Maritime traffic congestion identification and ship trajectory prediction using temporal graph convolutional networks. [PDF]
PLoS ONEWith the rapid growth of global maritime trade, the efficient and safe management of maritime traffic has become increasingly critical. This study proposes a comprehensive framework for ship trajectory prediction and maritime traffic congestion ...
Weiping Zhou +3 more
doaj +2 more sources
Maritime Transport Network in Korea: Spatial-Temporal Density and Path Planning
Journal of Marine Science and Engineering, 2023 The increase in maritime traffic and vessel size has strengthened the need for economical and safe maritime transportation networks. Currently, ship path planning is based on past experience and shortest route usage. However, the increasing complexity of
Jeong-Seok Lee +2 more
doaj +1 more source
Developing a Maritime Safety Index using Fuzzy Logics [PDF]
TransNav, 2017 Safe shipping is essential for society and different measures are taken to improve maritime safety, for example through implementation of traffic separation schemes, radar surveillance and traffic management concepts.
Fredrik Olindersson +3 more
doaj +1 more source
Improving the Maritime Traffic Evaluation with the Course and Speed Model
Applied Sciences, 2023 Recent projections from marine transportation experts highlight an uptick in maritime traffic, attributed to the fourth industrial revolution’s technological strides and global economic rebound.
Eui-Jong Lee +5 more
doaj +1 more source
Research on Ship Collision Probability Model Based on Monte Carlo Simulation and Bi-LSTM
Journal of Marine Science and Engineering, 2022 The efficiency and safety of maritime traffic in a given area can be measured by analyzing traffic density and ship collision probability. Maritime traffic density is the number of ships passing through a given area in a given period of time.
Srđan Vukša +3 more
doaj +1 more source
An Analytic Model for Identifying Real-Time Anchorage Collision Risk Based on AIS Data
Journal of Marine Science and Engineering, 2023 With the increasing volume of ship traffic, maritime traffic safety is facing a great challenge because the traffic in port becomes more and more crowded and complicated, which will make ship collisions more likely to happen.
Zihao Liu +4 more
doaj +1 more source
An Efficient Feature Augmentation and LSTM-Based Method to Predict Maritime Traffic Conditions
Applied Sciences, 2023 The recent emergence of futuristic ships is the result of advances in information and communication technology, big data, and artificial intelligence. They are generally autonomous, which has the potential to significantly improve safety and drastically ...
Eunkyu Lee +3 more
doaj +1 more source
Maritime Anomaly Detection for Vessel Traffic Services: A Survey
Journal of Marine Science and Engineering, 2023 A Vessel Traffic Service (VTS) plays a central role in maritime traffic safety. Regulations are given by the International Maritime Organization (IMO) and Guidelines by the International Association of Marine Aids to Navigation and Lighthouse Authorities
Thomas Stach +3 more
doaj +1 more source
Assessing Safety Effects of Digitization with the European Maritime Simulator Network EMSN: The Sea Traffic Management Case [PDF]
TransNav, 2020 This paper will give an intro into the technical backbone of the EMSN and derive necessary specifications to allow for objective testing in large scale.
Hans-Christoph Burmeister +3 more
doaj +1 more source