Regulative Risk-Based Measures for Testing Autonomous Ships in the Gulf of Finland

Historically, maritime regulation has evolved largely in response to accidents and the safety deficiencies revealed by them. The rapid development of advanced technologies, particularly autonomous ships, challenges this reactive model and calls for a proactive, risk-based approach that establishes acceptable safety levels and assesses emerging technologies against those achieved by conventional systems. Situated at the intersection of legal and maritime research and encompassing both national and international regulatory levels, this study employs a mixed-methods approach combining documentary analysis, qualitative interviews, and comparative legal research. It examines the benefits and challenges associated with risk-based regulation in the evolving field of maritime technology, focusing on projects involving the testing of maritime autonomous ships in the region. Through an analysis of existing regulatory frameworks and practical testing experiences, the study analyses the challenges and the benefits of risk-based regulation to promote innovation while maintaining the required level of safety. It also examines the roles of different stakeholders in implementing and enforcing these regulations, emphasizing the need for a balanced approach that enables technological integration without unnecessarily constraining innovation. The findings indicate that collaboration between corporate and governance bodies, particularly through joint risk assessments, facilitates innovation by generating shared knowledge that provides a foundation for the subsequent development of standards.

Authors

Institutions

Publication Details

Journal
Applied Sciences
Published
2026-10-06
DOI
https://doi.org/10.3390/app16199893
Primary Topic
Maritime Navigation and Safety
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Regulative Risk-Based Measures for Testing Autonomous Ships in the Gulf of Finland

Deniece Melissa Aiken, Kristīne Carjova, Teemu L. Manderbacka, Ulla Pirita Tapaninen et al.
Applied Sciences
Maritime Navigation and Safety
article

Regulative Risk-Based Measures for Testing Autonomous Ships in the Gulf of Finland

Deniece Melissa Aiken, Kristīne Carjova, Teemu L. Manderbacka, Ulla Pirita Tapaninen, Kristin Kerem
article en

Abstract

Historically, maritime regulation has evolved largely in response to accidents and the safety deficiencies revealed by them. The rapid development of advanced technologies, particularly autonomous ships, challenges this reactive model and calls for a proactive, risk-based approach that establishes acceptable safety levels and assesses emerging technologies against those achieved by conventional systems. Situated at the intersection of legal and maritime research and encompassing both national and international regulatory levels, this study employs a mixed-methods approach combining documentary analysis, qualitative interviews, and comparative legal research. It examines the benefits and challenges associated with risk-based regulation in the evolving field of maritime technology, focusing on projects involving the testing of maritime autonomous ships in the region. Through an analysis of existing regulatory frameworks and practical testing experiences, the study analyses the challenges and the benefits of risk-based regulation to promote innovation while maintaining the required level of safety. It also examines the roles of different stakeholders in implementing and enforcing these regulations, emphasizing the need for a balanced approach that enables technological integration without unnecessarily constraining innovation. The findings indicate that collaboration between corporate and governance bodies, particularly through joint risk assessments, facilitates innovation by generating shared knowledge that provides a foundation for the subsequent development of standards.

Applied SciencesVol. 16(19)
Tallinn University of Technology (EE), VTT Technical Research Centre of Finland (FI)
Openalex Percentile: Top 17%
Maritime Navigation and Safety
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Regulative Risk-Based Measures for Testing Autonomous Ships in the Gulf of Finland — Deniece Melissa Aiken, Kristīne Carjova, et al. · Applied Sciences (2026) | TGRS Research Map | TGRS