Network reliability evaluation for fuzzy components: An interval programming approach

被引：5
作者：
Mahapatra, G. S. [1 ]
Mahapatra, B. S. [2 ]
Roy, P. K. [3 ]
机构：
[1] Natl Inst Technol Puducherry, Dept Math, Karaikal 609605, India
[2] Seacom Engn Coll, Dept Math, Sankrail, Howrah, India
[3] Jadavpur Univ, Dept Math, Kolkata, W Bengal, India
来源：
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS | 2014年 / 27卷 / 02期
关键词：
Interval nonlinear programming; fuzzy set; network system; reliability; trapezoidal fuzzy number; NUMBER ARITHMETIC OPERATIONS; SYSTEM RELIABILITY; UNCERTAIN OPTIMIZATION; MODEL;
D O I：
10.3233/IFS-131032
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The probabilistic reliability estimation of complex system is complicated due to uncertainty of failure data, modeling or human failure. In this paper, reliability of components of complex network system is considered as fuzzy in nature to reduce the uncertainty. Trapezoidal fuzzy number is used to represent component's reliability of network system. Then the reliability of the network system is assembled with fuzzy reliability of components and evaluated by Zadeh's extension principle. Fuzzy reliability of the network system becomes an interval by alpha-cuts operation. Interval nonlinear programming is used to evaluate the optimum network's system reliability with interval valued cost constraint. The above approach is explained in details through a numerical example of very useful power system network of electrical engineering.
引用
收藏
页码：743 / 751
页数：9
相关论文
共 50 条
[41]   Reliability evaluation system of electronics components [J].
Lee, SeungWoo ;
Han, SeungWoo ;
Song, JunYeob ;
Kim, WanDoo ;
Lee, Hwaki .
Experimental Mechanics in Nano and Biotechnology, Pts 1 and 2, 2006, 326-328 :569-572
[42]   Fuzzy Qualitative Evaluation of Reliability of Object Oriented Software System [J].
Dubey, Sanjay Kumar ;
Mishra, Amit .
2014 INTERNATIONAL CONFERENCE ON ADVANCES IN ENGINEERING AND TECHNOLOGY RESEARCH (ICAETR), 2014,
[43]   THE RELIABILITY OF WORKSHOPS BY FUZZY COMPREHENSIVE EVALUATION [J].
Wang, Chen-Xia ;
Wu, Jin ;
Cao, Fu-Bo .
PROCEEDINGS OF THE ELEVENTH INTERNATIONAL SYMPOSIUM ON STRUCTURAL ENGINEERING, VOL I AND II, 2010, :78-81
[44]   Study on the Fuzzy Interval Evaluation for EPS Schemes [J].
Guan, Zhiwei ;
Hu, Leyuan ;
Xiao, Jinjian ;
Shi, Xingyan ;
Wu, Di ;
Cai, Yijie .
5TH ANNUAL INTERNATIONAL CONFERENCE ON INFORMATION SYSTEM AND ARTIFICIAL INTELLIGENCE (ISAI2020), 2020, 1575
[45]   Possibilistic Approach for Travel Time Reliability Evaluation [J].
Gaonkar, Rajesh S. Prabhu ;
Nigalye, Akshay V. ;
Pai, Sunay P. .
INTERNATIONAL JOURNAL OF MATHEMATICAL ENGINEERING AND MANAGEMENT SCIENCES, 2021, 6 (01) :223-243
[46]   Study on product reliability based on fuzzy chance constrained programming [J].
Huang Fengli ;
Zhao, Yanwei .
DETC 2005: ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, 2005, Vol 4, 2005, :739-743
[47]   Application of fuzzy mathematical programming approach to the production allocation and distribution supply chain network problem [J].
Bilgen, Bilge .
EXPERT SYSTEMS WITH APPLICATIONS, 2010, 37 (06) :4488-4495
[48]   Optimum post-disruption restoration for enhanced infrastructure network resilience: A fuzzy programming approach [J].
Fang, Yi-Ping ;
Sansavini, Giovanni .
RISK, RELIABILITY AND SAFETY: INNOVATING THEORY AND PRACTICE, 2017, :587-594
[49]   A chance constrained fuzzy goal programming approach for perishable pharmaceutical supply chain network design [J].
Zandkarimkhani, Shiva ;
Mina, Hassan ;
Biuki, Mehdi ;
Govindan, Kannan .
ANNALS OF OPERATIONS RESEARCH, 2020, 295 (01) :425-452
[50]   A new approach for the evaluation of train delay as a function of system components reliability in railway applications [J].
Firpo, P ;
Savio, S .
TRANSPORTATION SYSTEMS 1997, VOLS 1-3, 1997, :835-842
12345