Application of Cumulative Prospect Theory to Optimal Inspection Decision-Making for Ship Structures

被引:0
|
作者
Gong, Changqing [1 ]
Frangopol, Dan M. [1 ]
Cheng, Minghui [1 ]
机构
[1] Lehigh Univ, Dept Civil & Environm Engn, ATLSS Engn Res Ctr, Bethlehem, PA 18015 USA
基金
美国国家科学基金会;
关键词
Risk perception; Cumulative prospect theory; Ship risk; Inspection optimization; RISK; CORROSION; MAINTENANCE; STRENGTH; LEVEL; COST;
D O I
10.1007/978-3-030-12075-7_7
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
The selection of optimal maintenance solutions under uncertainty is affected by the risk perception of decision-makers. The solution predicted by the minimum expected cost criterion may not conform to the preferences of decisionmakers. The aim of this paper is to develop a risk-informed maintenance decision-making framework for corroding ship structures considering risk perceptions. Cumulative prospect theory is employed to model the choice preferences under uncertainty. The optimal ship maintenance strategy is developed as a single goal to maximize the expected prospect value. The uniform inspection interval is assumed to be the only design variable and a condition-based repair policy is considered. Monte Carlo simulations are employed to obtain the distribution of the maintenance and failure costs within the considered service life. The application of the developed framework is demonstrated on a ship hull girder structure.
引用
收藏
页码:65 / 74
页数:10
相关论文
共 50 条
  • [1] Emergency decision-making combining cumulative prospect theory and group decision-making
    Liu, Wenjing
    Li, Lei
    [J]. GRANULAR COMPUTING, 2019, 4 (01) : 39 - 52
  • [2] Emergency decision-making combining cumulative prospect theory and group decision-making
    Wenjing Liu
    Lei Li
    [J]. Granular Computing, 2019, 4 : 39 - 52
  • [3] Decision-making under Risk: A Ship Sale and Purchase Problem by Utilizing Cumulative Prospect Theory
    Gungor, Aytek
    Barlas, Baris
    [J]. JOURNAL OF ETA MARITIME SCIENCE, 2022, 10 (01) : 16 - 28
  • [4] Decision-making of investment in navigation safety improving schemes with application of cumulative prospect theory
    Wang, Lei
    Liu, Qing
    Yin, Tongle
    [J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART O-JOURNAL OF RISK AND RELIABILITY, 2018, 232 (06) : 710 - 724
  • [5] Decision-making under uncertainty - A field study of cumulative prospect theory
    Gurevich, Gregory
    Kliger, Doron
    Levy, Ori
    [J]. JOURNAL OF BANKING & FINANCE, 2009, 33 (07) : 1221 - 1229
  • [6] Group Decision-Making Method for Dynamic Cloud Model Based on Cumulative Prospect Theory
    Wang, Xiaoxia
    Yang, Fengbao
    Li, Dawei
    Zhang, Feifei
    [J]. INTERNATIONAL JOURNAL OF GRID AND DISTRIBUTED COMPUTING, 2016, 9 (10): : 283 - 290
  • [7] Decision-making Approach in Charging Mode for Electric Vehicle Based on Cumulative Prospect Theory
    Ren Yulong
    Zhou Yinglu
    Shi Lefeng
    [J]. 2012 CHINA INTERNATIONAL CONFERENCE ON ELECTRICITY DISTRIBUTION (CICED), 2012,
  • [8] Decision-making method based on new preference algorithm and improved cumulative prospect theory
    Xiang, Huachun
    Li, Jingfeng
    Chen, Yunxiang
    Li, Zhengxin
    [J]. Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2018, 40 (12): : 2743 - 2750
  • [9] Research on Decision-Making Behavior of Discretionary Lane-Changing Based on Cumulative Prospect Theory
    Long, Xueqin
    Zhang, Liancai
    Liu, Shanshan
    Wang, Jianjun
    [J]. JOURNAL OF ADVANCED TRANSPORTATION, 2020, 2020
  • [10] Probabilistic hesitant fuzzy TOPSIS emergency decision-making method based on the cumulative prospect theory
    Sha, Xiuyan
    Yin, Chuancun
    Xu, Zeshui
    Zhang, Shen
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2021, 40 (03) : 4367 - 4383