Cong Liu
Doctoral Researcher
Doctoral Researcher
T212 Mechanical Engineering
Full researcher profile
https://research.aalto.fi/...
Email
[email protected]
Phone number
+358504735523
Research groups
- Meri- ja arktinen tekniikka, Väitöskirjatutkija
Publications
On the data-driven investigation of factors affecting the need for icebreaker assistance in ice-covered waters
Cong Liu, Ketki Kulkarni, Mikko Suominen, Pentti Kujala, Mashrura Musharraf
2024
Cold Regions Science and Technology
A big data analytics method for the evaluation of maritime traffic safety using automatic identification system data
Quandang Ma, Huan Tang, Cong Liu, Mingyang Zhang, Dingze Zhang, Zhao Liu, Liye Zhang
2024
OCEAN AND COASTAL MANAGEMENT
A hybrid deep learning method for the prediction of ship time headway using automatic identification system data
Quandang Ma, Xu Du, Cong Liu, Yuting Jiang, Zhao Liu, Zhe Xiao, Mingyang Zhang
2024
Engineering Applications of Artificial Intelligence
A kinematic model for collaborative icebreaker convoy operations in ice-covered waters
Weibin Zhang, Ye Xiao, Cong Liu, Mingyang Zhang, Long Wang, Luqi Feng
2024
Ocean Engineering
Decision-support for winter navigation operations
Ketki Kulkarni, Mashrura Musharraf, Cong Liu, Pentti Kujala
2023
Factor analysis of icebreaker assistance operation for ice-going ships in the Baltic Sea
Cong Liu, Ketki Kulkarni, Mashrura Musharraf, Pentti Kujala
2023
Proceedings of the International Conference on Port and Ocean Engineering under Arctic Conditions, POAC
Navigation modes classification using a machine learning method
Cong Liu, Mashrura Musharraf, Ketki Kulkarni
2023
System-Level Simulation of Maritime Traffic in Northern Baltic Sea
Ketki Kulkarni, Fang Li, Cong Liu, Mashrura Musharraf, Pentti Kujala
2022
Proceedings of the 2022 Winter Simulation Conference, WSC 2022
A data mining method for automatic identification and analysis of icebreaker assistance operation in ice-covered waters
Cong Liu, Mashrura Musharraf, Fang Li, Pentti Kujala
2022
Ocean Engineering
BIG DATA ANALYTICS for ASSISTANCE OPERATION IDENTIFICATION in ICE-COVERED WATERS
Cong Liu, Mashrura Musharraf, Jarkko Toivola, Pentti Kujala
2022
Polar and Arctic Sciences and Technology