Optimizing reliability, maintainability and testability parameters of equipment based on GSPN

被引:9
作者
Li, Tingpeng [1 ]
Li, Yue [1 ]
Qian, Yanling [1 ]
Xu, Yongcheng [1 ]
机构
[1] Natl Univ Def Technol, Sci & Technol Integrated Logist Support Lab, Changsha 410073, Hunan, Peoples R China
关键词
reliability; maintainability; testability; optimization; cost model; operational availability;
D O I
10.1109/JSEE.2015.00071
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Reliability, maintainability and testability (RMT) are important properties of equipment, since they have important influence on operational availability and life cycle costs (LCC). Therefore, weighting and optimizing the three properties are of great significance. A new approach for optimization of RMT parameters is proposed. First of all, the model for the equipment operation process is established based on the generalized stochastic Petri nets (GSPN) theory. Then, by solving the GSPN model, the quantitative relationship between operational availability and RMT parameters is obtained. Afterwards, taking history data of similar equipment and operation process into consideration, a cost model of design, manufacture and maintenance is developed. Based on operational availability, the cost model and parameters ranges, an optimization model of RMT parameters is built. Finally, the effectiveness and practicability of this approach are validated through an example.
引用
收藏
页码:633 / 643
页数:11
相关论文
共 38 条
  • [1] Application of Probabilistic Maintenance Models for Selecting Optimal Inspection Rates Considering Reliability and Cost Tradeoff
    Abeygunawardane, Saranga K.
    Jirutitijaroen, Panida
    [J]. IEEE TRANSACTIONS ON POWER DELIVERY, 2014, 29 (01) : 178 - 186
  • [2] Al-Jaar R. Y., 1989, PERFORMANCE EVALUATI
  • [3] Amparore E. G., 2014, P 11 INT C QUANT EV
  • [4] First Passage Time Computation in Tagged GSPNs with Queue Places
    Balbo, Gianfranco
    Beccuti, Marco
    De Pierro, Massimiliano
    Franceschinis, Giuliana
    [J]. COMPUTER JOURNAL, 2011, 54 (05) : 653 - 673
  • [5] Chao W. H., 2005, OPTIMIZATION METHOD
  • [6] A generalized stochastic Petri net model for performance analysis and control of capacitated reentrant lines
    Choi, JY
    Reveliotis, SA
    [J]. IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 2003, 19 (03): : 474 - 480
  • [7] Optimum maintenance strategy under uncertainty in the lifetime distribution
    de Jonge, Bram
    Klingenberg, Warse
    Teunter, Ruud
    Tinga, Tiedo
    [J]. RELIABILITY ENGINEERING & SYSTEM SAFETY, 2015, 133 : 59 - 67
  • [8] Ding D. H., 2011, J CHINA ACAD ELECT I, V06, P171
  • [9] EISENTRAUT C, 2013, P 34 INT C PETR NETS, V7927, P90
  • [10] General Reserve Department of PLA, 2005, TERMS REL MAINT TEST