Pentti Kujala

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 16

Top Topics

Data Analysis Tasks

Fully Autonomous

Risk Assessment

Top Venues

Reliab. Eng. Syst. Saf.

Expert Syst. Appl.

Eng. Appl. Artif. Intell.

Publications

Mingyang Zhang, Nikolaos Tsoulakos, Pentti Kujala, Spyros Hirdaris
A deep learning method for the prediction of ship fuel consumption in real operational conditions. Eng. Appl. Artif. Intell. 130 (2024)
Ketki Kulkarni, Fang Li, Cong Liu, Mashrura Musharraf, Pentti Kujala
System-Level Simulation of Maritime Traffic in Northern Baltic Sea. WSC (2022)
Jolanta Mazurek, Liangliang Lu, Przemyslaw Krata, Jakub Montewka, H. Krata, Pentti Kujala
An updated method identifying collision-prone locations for ships. A case study for oil tankers navigating in the Gulf of Finland. Reliab. Eng. Syst. Saf. 217 (2022)
Ahmad BahooToroody, Mohammad Mahdi Abaei, Osiris A. Valdez Banda, Pentti Kujala, Filippo De Carlo, Rouzbeh Abbassi
Prognostic health management of repairable ship systems through different autonomy degree; From current condition to fully autonomous ship. Reliab. Eng. Syst. Saf. 221 (2022)
Mingyang Zhang, Pentti Kujala, Spyros Hirdaris
A machine learning method for the evaluation of ship grounding risk in real operational conditions. Reliab. Eng. Syst. Saf. 226 (2022)
Aleksander A. Kondratenko, Martin Bergström, Mikko Suominen, Pentti Kujala
An Artificial Bee Colony optimization-based approach for sizing and composition of Arctic offshore drilling support fleets considering cost-efficiency. CoRR (2022)
Mingyang Zhang, Di Zhang, Shanshan Fu, Pentti Kujala, Spyros Hirdaris
A predictive analytics method for maritime traffic flow complexity estimation in inland waterways. Reliab. Eng. Syst. Saf. 220 (2022)
Liangliang Lu, Floris Goerlandt, Osiris A. Valdez Banda, Pentti Kujala
Developing fuzzy logic strength of evidence index and application in Bayesian networks for system risk management. Expert Syst. Appl. 192 (2022)
Sunil Basnet, Ahmad Bahootoroody, Meriam Chaal, Osiris A. Valdez Banda, Janne Lahtinen, Pentti Kujala
A decision-making framework for selecting an MBSE language-A case study to ship pilotage. Expert Syst. Appl. 193 (2022)
Mingyang Zhang, Jakub Montewka, Teemu Manderbacka, Pentti Kujala, Spyros Hirdaris
A Big Data Analytics Method for the Evaluation of Ship - Ship Collision Risk reflecting Hydrometeorological Conditions. Reliab. Eng. Syst. Saf. 213 (2021)
Andrei Sandru, Arto Visala, Pentti Kujala
Shipborne sea-ice field mapping using a LiDAR. IROS (2021)
Lei Du, Osiris A. Valdez Banda, Yamin Huang, Floris Goerlandt, Pentti Kujala, Weibin Zhang
An empirical ship domain based on evasive maneuver and perceived collision risk. Reliab. Eng. Syst. Saf. 213 (2021)
Lei Du, Floris Goerlandt, Pentti Kujala
Review and analysis of methods for assessing maritime waterway risk based on non-accident critical events detected from AIS data. Reliab. Eng. Syst. Saf. 200 (2020)
Osiris A. Valdez Banda, Sirpa Kannos, Floris Goerlandt, Pieter H. A. J. M. van Gelder, Martin Bergström, Pentti Kujala
A systemic hazard analysis and management process for the concept design phase of an autonomous vessel. Reliab. Eng. Syst. Saf. 191 (2019)
Krzysztof Wróbel, Jakub Montewka, Pentti Kujala
Towards the development of a system-theoretic model for safety assessment of autonomous merchant vessels. Reliab. Eng. Syst. Saf. 178 (2018)
Krzysztof Wróbel, Jakub Montewka, Pentti Kujala
Towards the assessment of potential impact of unmanned vessels on maritime transportation safety. Reliab. Eng. Syst. Saf. 165 (2017)
Maria Hänninen, Osiris A. Valdez Banda, Pentti Kujala
Bayesian network model of maritime safety management. Expert Syst. Appl. 41 (17) (2014)
Maria Hänninen, Pentti Kujala
Bayesian network modeling of Port State Control inspection findings and ship accident involvement. Expert Syst. Appl. 41 (4) (2014)
Jakub Montewka, Sören Ehlers, Floris Goerlandt, Tomasz Hinz, Kristjan Tabri, Pentti Kujala
A framework for risk assessment for maritime transportation systems - A case study for open sea collisions involving RoPax vessels. Reliab. Eng. Syst. Saf. 124 (2014)
Jakub Montewka, Floris Goerlandt, Pentti Kujala
On a systematic perspective on risk for formal safety assessment (FSA). Reliab. Eng. Syst. Saf. 127 (2014)
Maria Hänninen, Pentti Kujala
Influences of variables on ship collision probability in a Bayesian belief network model. Reliab. Eng. Syst. Saf. 102 (2012)
Floris Goerlandt, Pentti Kujala
Traffic simulation based ship collision probability modeling. Reliab. Eng. Syst. Saf. 96 (1) (2011)
Jakub Montewka, Tomasz Hinz, Pentti Kujala, Jerzy Matusiak
Probability modelling of vessel collisions. Reliab. Eng. Syst. Saf. 95 (5) (2010)
Pentti Kujala, Maria Hänninen, Tommi Arola, Jutta Ylitalo
Analysis of the marine traffic safety in the Gulf of Finland. Reliab. Eng. Syst. Saf. 94 (8) (2009)