Reliability and cost optimization of series-parallel system with metaheuristic algorithm

被引:1
|
作者
Choudhary, Shivani [1 ]
Ram, Mangey [2 ]
Goyal, Nupur [1 ]
Saini, Seema [1 ]
机构
[1] Graphic Era Deemed Univ, Dept Math, Dehra Dun, India
[2] Graphic Era Deemed Univ, Dept Math Comp Sci & Engn, Dehra Dun, India
关键词
Series-parallel system; Reliability; Optimization; PSO; Markov process;
D O I
10.1007/s13198-023-01905-4
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This study looks into the numerous reliability aspects of a series-parallel system. The designed system is made up of the three subsystems A, B, and C that interconnected in a series-parallel manner. Subsystem B has two units, whereas subsystems A and C have a single unit. Here, the system reliability measures such as reliability, availability, and mean time to failure using Laplace transformation and Markov's process are evaluated. This study deals with minimize cost while system having the maximum reliability as constraining from one of the metaheuristic algorithms i.e., Particle Swarm Optimization (PSO). Lastly, a numerical example and graphical representation has been shown that the proposed methods are effective and efficient for solving reliability measures and cost problems.
引用
收藏
页码:1456 / 1466
页数:11
相关论文
共 50 条
  • [1] Reliability and cost optimization of series–parallel system with metaheuristic algorithm
    Shivani Choudhary
    Mangey Ram
    Nupur Goyal
    Seema Saini
    [J]. International Journal of System Assurance Engineering and Management, 2024, 15 : 1456 - 1466
  • [2] Knowledge Evolution Algorithm for Series-parallel System Reliability Optimization
    Luo, Chang-jian
    Ma, Hui-min
    [J]. PROCEEDINGS 2013 INTERNATIONAL CONFERENCE ON MECHATRONIC SCIENCES, ELECTRIC ENGINEERING AND COMPUTER (MEC), 2013, : 93 - 96
  • [3] RELIABILITY OPTIMIZATION OF A SERIES-PARALLEL SYSTEM
    MISRA, KB
    [J]. IEEE TRANSACTIONS ON RELIABILITY, 1972, R 21 (04) : 230 - &
  • [4] Reliability optimization of series-parallel systems using a genetic algorithm
    Coit, DW
    Smith, AE
    [J]. IEEE TRANSACTIONS ON RELIABILITY, 1996, 45 (02) : 254 - &
  • [5] Application of Genetic algorithms to reliability optimization of series-parallel system
    Zhang, T
    Wang, W
    Han, Z
    [J]. PROCEEDINGS OF THE 2001 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE AND ENGINEERING, VOLS I AND II, 2001, : 496 - 499
  • [6] RELIABILITY OPTIMIZATION OF A SERIES-PARALLEL SYSTEM WITH FUZZY RANDOM LIFETIMES
    Wang, Shuming
    Watada, Junzo
    [J]. INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2009, 5 (06): : 1547 - 1558
  • [7] Bi-Objective Reliability-Cost Interactive Optimization Model for Series-Parallel System
    Garg, Harish
    [J]. INTERNATIONAL JOURNAL OF MATHEMATICAL ENGINEERING AND MANAGEMENT SCIENCES, 2021, 6 (05) : 1331 - 1344
  • [8] Reliability equivalence of a series-parallel system
    Sarhan, AM
    Al-Ruzaiza, AS
    Alwasel, IA
    El-Gohary, AI
    [J]. APPLIED MATHEMATICS AND COMPUTATION, 2004, 154 (01) : 257 - 277
  • [9] Reliability optimization of a non-repairable compound series-parallel system
    Wang, Chung-Ho
    Hsu, Yi
    [J]. TWELFTH ISSAT INTERNATIONAL CONFERENCE RELIABILITY AND QUALITY IN DESIGN, PROCEEDINGS, 2006, : 87 - +
  • [10] RELIABILITY OPTIMIZATION OF A NON-REPAIRABLE COMPOUND SERIES-PARALLEL SYSTEM
    Wang, Chung-Ho
    Hsu, Yi
    [J]. JOURNAL OF INDUSTRIAL AND PRODUCTION ENGINEERING, 2008, 25 (02) : 116 - 126