Influence of Artificial Intelligence on Improve Navigation Safety of Ships and Its Practical Application

  • Yue Yan School of Information Engineering,Jiangsu Maritime Institute
Keywords: artificial intelligence; Safety of ship navigation; Automated driving; Risk assessment; Emergency treatment

Abstract

This paper deeply discusses the positive role of artificial intelligence technology in improving the safety of ship navigation and its application examples in practical operation. Firstly, this paper summarizes a number of applications of artificial intelligence in the field of ship navigation safety, and clearly points out the obvious advantages and challenges it brings. Furthermore, the paper analyzes in detail the key links such as the ship's automatic driving system, the risk assessment and early warning system in the navigation process, and the accident emergency treatment and rescue system, and how to skillfully use artificial intelligence technology to improve the overall safety performance. Through in-depth analysis of typical cases in this field at home and abroad, this paper comprehensively summarizes the remarkable application effect of artificial intelligence technology in the practice of ship navigation safety. These research results not only show the broad application prospect of artificial intelligence, but also provide strong theoretical support and practical guidance on how to further improve the safety of ship navigation, which has far-reaching guiding significance for ensuring the safety and stability of maritime transportation.

References

1. Alekseev A A , Popov V V , Keshishyan A L B .Artificial intelligence for data collection and application of the probabilistic-logistic method in ship traffic control systems of seaports[J].Journal of Physics: Conference Series, 2021.DOI:10.1088/1742-6596/2061/1/012106.

2. Guo J .RETRACTED: Research on Automatic Welding of Marine Steel Plate Based on Artificial Intelligence[J].Journal of Physics: Conference Series[2024-04-14].DOI:10.1088/1742-6596/1744/2/022041.

3. Meler-Kapcia M , Zielinski S , Kowalski Z .On application of some artificial intelligence methods in ship design[J].Polish Maritime Research, 2005, 12(1):p.14-20.

4. Popov A N .THE USE OF THE INNOVATIVE TECHNOLOGY WITH ARTIFICIAL INTELLIGENCE FOR SAFETY AND SECURITY CONTROL OF SEA VESSELS[J].In the World of Scientific Discoveries / V Mire Nauchnykh Otkryt, 2013.

5. Osiewicz Z ,Piotr NikoŇĄczuk, Pielka D .Application of artificial intelligence in the process of supporting the ship owner's decision in the management of ship machinery crew in the aspect of shipping safety[J].Procedia Computer Science, 2019, 159:2197-2205.DOI:10.1016/j.procs.2019.09.394.

6. Tomasz,Abramowski.Application of Artificial Intelligence Methods to Preliminary Design of Ships and Ship Performance Optimization[J].Naval engineers journal, 2013.

7. Abramowski T .Application of Artificial Intelligence Methods to Preliminary Design of Ships and Ship Performance Optimization[J].Naval Engineers Journal, 2013, 125(3):101-112.DOI:10.1080/10236244.2013.838028.

8. Yang Y , Deng H , Li Q .Artificial Intelligence Path Search Technology Based on Marine Safety Big Data of Ships[C]//International Conference on Frontier Computing.Springer, Singapore, 2021.DOI:10.1007/978-981-16-0115-6_110.

9. Oktaviana J , Anggraeni D W .Influence of Circulation Patterns on The Visitor Distribution in A Shopping Mall Case Study Palembang Icon Shopping Center, Palembang City[J].Journal of Artificial Intelligence in Architecture, 2022.DOI:10.24002/jarina.v1i1.5142.

10. Piovesan C M , Kozman J B .Method, system and apparatus for intelligent management of oil and gas platform surface equipment:12/884150[P].US20110071963[2024-04-14].

11. Xiong W .Influence of Artificial Intelligence on the Development of some Fields of Surveying and Mapping Technology[J].Wuhan Daxue Xuebao (Xinxi Kexue Ban)/Geomatics and Information Science of Wuhan University, 2019, 44(1):101-105 and 138.DOI:10.13203/j.whugis20180344.

12. Qiang L , Huan-Jun M A , Law S O ,et al.Research on Patent Infringement of Artificial Intelligence[J].Journal of Fujian Jiangxia University, 2018.

13. Zhaomei W U , Yanqiong C , Haiqiang Y .The Influence of Artificial Intelligence Technology on Forensics and Its Application Value[J].Journal of East China University of Science and Technology(Social Science Edition), 2019.

14. Wagenhals L W , Shin I , Levis A H .Creating executable models of influence nets with colored Petri nets[J].International Journal on Software Tools for Technology Transfer, 1998, 2(2):168-181.DOI:10.1007/s100090050025.

Published
2024-04-23
Section
Articles