Key determinants for the commercial feasibility of maritime autonomous surface ships (MASS)

被引:4
作者
Munim, Ziaul Haque [1 ,2 ]
Notteboom, Theo [3 ,4 ,5 ]
Haralambides, Hercules [6 ,7 ,8 ]
Schoyen, Halvor [1 ,9 ]
机构
[1] Univ South Eastern Norway, Fac Technol Nat & Maritime Sci, Horten, Norway
[2] Nov Univ Appl Sci, Fac Technol & Seafaring, Turku, Finland
[3] Univ Ghent, Maritime Inst, Fac Law & Criminol, Ghent, Belgium
[4] Univ Antwerp, Fac Business & Econ, Dept Transport & Reg Econ, Antwerp, Belgium
[5] Antwerp Maritime Acad, Fac Sci, Antwerp, Belgium
[6] Dalian Maritime Univ, Sch Maritime Econ & Management, Dalian, Peoples R China
[7] Paris 1 Univ, Sorbonne Ctr Econ, Paris, France
[8] Erasmus Univ, Erasmus Sch Econ, Rotterdam, Netherlands
[9] Kristiania Univ Coll, Sch Econ Innovat & Technol, Oslo, Norway
关键词
Autonomous Shipping; Unmanned vessel; Multi-criteria decision-making; Commercial shipping; Remote Operation Centre; MODEL; PRIORITIZATION; INVESTMENT;
D O I
10.1016/j.marpol.2024.106482
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Maritime Autonomous Surface Ship (MASS) technologies have been developing rapidly in the last decade, but the commercial feasibility and implementation potential of MASS for merchant shipping is still unclear. To unleash the full potential of the technological development, this study investigates the feasibility of possible MASS variants for merchant shipping. We design a multi-criteria decision-making (MCDM) framework incorporating nine key determinants for MASS adoption. Three MASS variants with different degrees of autonomy and two shipping routes are evaluated. Perspectives of relevant maritime professionals were solicited through a websurvey, and the Bayesian Best-Worst Method (BWM) was used for the analysis of the collected data. We find that navigation anti-collision-anti-grounding systems, cybersecurity risks, and capital costs are the three most important criteria for the commercialization of MASS. The analysis further revealed that degree two MASS for intra-European container trade in the Mediterranean and Baltic using small-sized autonomous feeder vessels is considered as the most feasible for the commercialization of the MASS.
引用
收藏
页数:13
相关论文
共 51 条
[1]   An economic analysis of introducing autonomous ships in a short-sea liner shipping network [J].
Akbar, Abeera ;
Aasen, Anna K. A. ;
Msakni, Mohamed Kais ;
Fagerholt, Kjetil ;
Lindstad, Elizabeth ;
Meisel, Frank .
INTERNATIONAL TRANSACTIONS IN OPERATIONAL RESEARCH, 2021, 28 (04) :1740-1764
[2]   A Qualitative Research on Ship Investments in Turkey [J].
Akgul, Ersin Firat ;
Cetin, Ismail Bilge .
JOURNAL OF ETA MARITIME SCIENCE, 2019, 7 (03) :228-241
[3]  
BIMCO and ICS, 2021, Seafarer Workforce Report
[4]   Implications of autonomous shipping for maritime education and training: the cadet's perspective [J].
Boguslawski, Krzysztof ;
Gil, Mateusz ;
Nasur, Jan ;
Wrobel, Krzysztof .
MARITIME ECONOMICS & LOGISTICS, 2022, 24 (02) :327-343
[5]   Maritime accident risk prediction integrating weather data using machine learning [J].
Brandt, Peter ;
Munim, Ziaul Haque ;
Chaal, Meriam ;
Kang, Hooi-Siang .
TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT, 2024, 136
[6]   Use of consistency index, expert prioritization and direct numerical inputs for generic fuzzy-AHP modeling: A process model for shipping asset management [J].
Bulut, Emrah ;
Duru, Okan ;
Kececi, Tuba ;
Yoshida, Shigeru .
EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (02) :1911-1923
[7]   Risk assessment of the operations of maritime autonomous surface ships [J].
Chang, Chia-Hsun ;
Kontovas, Christos ;
Yu, Qing ;
Yang, Zaili .
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2021, 207
[8]   A framework for the economic-environmental feasibility assessment of short-sea shipping autonomous vessels [J].
Dantas, Joao L. D. ;
Theotokatos, Gerasimos .
OCEAN ENGINEERING, 2023, 279
[9]  
Dixon G., 2021, Seafarer shortage: shipowners warned of existential threat after pandemic
[10]  
DNVGL, 2018, DNVGLCG0264