Pentti Kujala

According to our database, Pentti Kujala authored at least 25 papers between 2009 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Systems driven intelligent decision support methods for ship collision and grounding prevention: Present status, possible solutions, and challenges.

Mingyang Zhang, Ghalib Taimuri, Jinfen Zhang, Di Zhang, Xinping Yan, Pentti Kujala, Spyros Hirdaris

Reliab. Eng. Syst. Saf., 2025

2024

A deep learning method for the prediction of ship fuel consumption in real operational conditions.

Mingyang Zhang, Nikolaos Tsoulakos, Pentti Kujala, Spyros Hirdaris

Eng. Appl. Artif. Intell., 2024

2022

A predictive analytics method for maritime traffic flow complexity estimation in inland waterways.

Mingyang Zhang, Di Zhang, Shanshan Fu, Pentti Kujala, Spyros Hirdaris

Reliab. Eng. Syst. Saf., 2022

A machine learning method for the evaluation of ship grounding risk in real operational conditions.

Mingyang Zhang, Pentti Kujala, Spyros Hirdaris

Reliab. Eng. Syst. Saf., 2022

An updated method identifying collision-prone locations for ships. A case study for oil tankers navigating in the Gulf of Finland.

Jolanta Mazurek, Liangliang Lu, Przemyslaw Krata, Jakub Montewka, H. Krata, Pentti Kujala

Reliab. Eng. Syst. Saf., 2022

Prognostic health management of repairable ship systems through different autonomy degree; From current condition to fully autonomous ship.

Ahmad BahooToroody, Mohammad Mahdi Abaei, Osiris A. Valdez Banda, Pentti Kujala, Filippo De Carlo, Rouzbeh Abbassi

Reliab. Eng. Syst. Saf., 2022

Developing fuzzy logic strength of evidence index and application in Bayesian networks for system risk management.

Liangliang Lu, Floris Goerlandt, Osiris A. Valdez Banda, Pentti Kujala

Expert Syst. Appl., 2022

A decision-making framework for selecting an MBSE language-A case study to ship pilotage.

Sunil Basnet, Ahmad Bahootoroody, Meriam Chaal, Osiris A. Valdez Banda, Janne Lahtinen, Pentti Kujala

Expert Syst. Appl., 2022

An Artificial Bee Colony optimization-based approach for sizing and composition of Arctic offshore drilling support fleets considering cost-efficiency.

Aleksander A. Kondratenko, Martin Bergström, Mikko Suominen, Pentti Kujala

CoRR, 2022

System-Level Simulation of Maritime Traffic in Northern Baltic Sea.

Ketki Kulkarni, Fang Li, Cong Liu, Mashrura Musharraf, Pentti Kujala

Proceedings of the Winter Simulation Conference, 2022

2021

A Big Data Analytics Method for the Evaluation of Ship - Ship Collision Risk reflecting Hydrometeorological Conditions.

Mingyang Zhang, Jakub Montewka, Teemu Manderbacka, Pentti Kujala, Spyros Hirdaris

Reliab. Eng. Syst. Saf., 2021

An empirical ship domain based on evasive maneuver and perceived collision risk.

Lei Du, Osiris A. Valdez Banda, Yamin Huang, Floris Goerlandt, Pentti Kujala, Weibin Zhang

Reliab. Eng. Syst. Saf., 2021

Shipborne sea-ice field mapping using a LiDAR.

Andrei Sandru, Arto Visala, Pentti Kujala

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

2020

Review and analysis of methods for assessing maritime waterway risk based on non-accident critical events detected from AIS data.

Lei Du, Floris Goerlandt, Pentti Kujala

Reliab. Eng. Syst. Saf., 2020

2019

A systemic hazard analysis and management process for the concept design phase of an autonomous vessel.

Osiris A. Valdez Banda, Sirpa Kannos, Floris Goerlandt, Pieter H. A. J. M. van Gelder, Martin Bergström, Pentti Kujala

Reliab. Eng. Syst. Saf., 2019

2018

Towards the development of a system-theoretic model for safety assessment of autonomous merchant vessels.

Krzysztof Wróbel, Jakub Montewka, Pentti Kujala

Reliab. Eng. Syst. Saf., 2018

2017

Towards the assessment of potential impact of unmanned vessels on maritime transportation safety.

Krzysztof Wróbel, Jakub Montewka, Pentti Kujala

Reliab. Eng. Syst. Saf., 2017

2014

On a systematic perspective on risk for formal safety assessment (FSA).

Jakub Montewka, Floris Goerlandt, Pentti Kujala

Reliab. Eng. Syst. Saf., 2014

A framework for risk assessment for maritime transportation systems - A case study for open sea collisions involving RoPax vessels.

Jakub Montewka, Sören Ehlers, Floris Goerlandt, Tomasz Hinz, Kristjan Tabri, Pentti Kujala

Reliab. Eng. Syst. Saf., 2014

Bayesian network modeling of Port State Control inspection findings and ship accident involvement.

Maria Hänninen, Pentti Kujala

Expert Syst. Appl., 2014

Bayesian network model of maritime safety management.

Maria Hänninen, Osiris A. Valdez Banda, Pentti Kujala

Expert Syst. Appl., 2014

2012

Influences of variables on ship collision probability in a Bayesian belief network model.

Maria Hänninen, Pentti Kujala

Reliab. Eng. Syst. Saf., 2012

2011

Traffic simulation based ship collision probability modeling.

Floris Goerlandt, Pentti Kujala

Reliab. Eng. Syst. Saf., 2011

2010

Probability modelling of vessel collisions.

Jakub Montewka, Tomasz Hinz, Pentti Kujala, Jerzy Matusiak

Reliab. Eng. Syst. Saf., 2010

2009

Analysis of the marine traffic safety in the Gulf of Finland.

Pentti Kujala, Maria Hänninen, Tommi Arola, Jutta Ylitalo

Reliab. Eng. Syst. Saf., 2009