Importance-based Resilience Assessment and Optimization of Unmanned Ship Swarm System

被引:0
作者
Dui, Hongyan [1 ]
Zhang, Kailong [1 ]
Xia, Wanyun [2 ]
机构
[1] Zhengzhou Univ, Sch Management, Zhengzhou 450001, Henan, Peoples R China
[2] Zhongyuan Agr Insurance Co Ltd, Zhengzhou 450000, Henan, Peoples R China
关键词
Reliability; Resilience; Maintenance; Unmanned ship; RELIABILITY;
D O I
10.33889/IJMEMS.2024.9.3.031
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Based on the unmanned ship swarm system, a resilience model for unmanned ship swarms is proposed by comprehensively considering the preventive indicators, robustness indicators, recoverability indicators, and reconfigurability indicators of the swarm system. Firstly, preventive and robust indicators are proposed based on the characteristics of the unmanned ship swarm system, and the improvement of system performance efficiency by redundant unmanned ships is established as a recoverability indicator. Then, reconfigurable indicators are proposed based on importance, and the resilience indicator of the unmanned ship swarm is determined. Finally, a numerical example is used to model and simulate the performance change and capricious process of the unmanned ship swarm. Most of the research on the resilience assessment model of unmanned ship swarms considered too single indicators. The model of the unmanned ship swarm under attack is constructed, and the superiority of the resilience optimization strategy proposed in this paper is verified.
引用
收藏
页码:616 / 631
页数:16
相关论文
共 18 条
[1]   A probabilistic model to evaluate the resilience of unattended machinery plants in autonomous ships [J].
Abaei, Mohammad Mahdi ;
Hekkenberg, Robert ;
BahooToroody, Ahmad ;
Banda, Osiris Valdez ;
van Gelder, Pieter .
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2022, 219
[2]   On reliability assessment of ship machinery system in different autonomy degree; A Bayesian-based approach [J].
BahooToroody, Ahmad ;
Abaei, Mohammad Mahdi ;
Banda, Osiris Valdez ;
Montewka, Jakub ;
Kujala, Pentti .
OCEAN ENGINEERING, 2022, 254
[3]   Reliability and redundancy assessment of ships under different operational conditions [J].
Deco, Alberto ;
Frangopol, Dan M. ;
Zhu, Benjin .
ENGINEERING STRUCTURES, 2012, 42 :457-471
[4]   IoT-Enabled Fault Prediction and Maintenance for Smart Charging Piles [J].
Dui, Hongyan ;
Dong, Xinghui ;
Chen, Liwei ;
Wang, Yujie .
IEEE INTERNET OF THINGS JOURNAL, 2023, 10 (23) :21061-21075
[5]   Reliability Evaluation and Prediction Method with Small Samples [J].
Dui, Hongyan ;
Dong, Xinghui ;
Tao, Junyong .
INTERNATIONAL JOURNAL OF MATHEMATICAL ENGINEERING AND MANAGEMENT SCIENCES, 2023, 8 (04) :560-580
[6]   Mission reliability modeling of UAV swarm and its structure optimization based on importance measure [J].
Dui, Hongyan ;
Zhang, Chi ;
Bai, Guanghan ;
Chen, Liwei .
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2021, 215 (215)
[7]   An RCM approach for assessing reliability challenges and maintenance needs of unmanned cargo ships [J].
Eriksen, Stig ;
Utne, Ingrid Bouwer ;
Luetzen, Marie .
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2021, 210
[8]   Importance measure-based phased mission reliability and UAV number optimization for swarm [J].
Feng, Qiang ;
Liu, Meng ;
Dui, Hongyan ;
Ren, Yi ;
Sun, Bo ;
Yang, Dezhen ;
Wang, Zili .
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2022, 223
[9]   Resilience evaluation of UAV swarm considering resource supplementation [J].
Kong, Linghao ;
Wang, Lizhi ;
Cao, Zhongzheng ;
Wang, Xiaohong .
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2024, 241
[10]   A soft resource optimization method for improving the resilience of UAV swarms under continuous attack [J].
Li, Hongxu ;
Sun, Qin ;
Zhong, Yuanfu ;
Huang, Zhiwen ;
Zhang, Yingchao .
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2023, 237