Assessing the Reliability of the City Gate Station Using Monte Carlo Simulation

被引:0
作者
Hokmabadi, Rajabali [1 ,2 ]
Zarei, Esmaeil [3 ,4 ]
Karimi, Ali [1 ]
机构
[1] Univ Tehran Med Sci, Sch Publ Hlth, Dept Occupat Hlth, Tehran, Iran
[2] North Khorasan Univ Med Sci, Sch Publ Hlth, Dept Occupat Hlth Engn, Bojnurd, Iran
[3] Embry Riddle Aeronaut Univ, Coll Aviat, Dept Safety Sci, Prescott, AZ 86301 USA
[4] Embry Riddle Aeronaut Univ, Robertson Safety Inst RSI, Prescott, AZ 86301 USA
关键词
Reliability assessment; Modeling; Monte carlo simulation; PIPELINE NETWORK; DEMAND; GENERATION; SECURITY; SYSTEM; MODEL; FRAMEWORK; SUBJECT;
D O I
暂无
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Introduction: Reliability is always of particular importance in system design and planning; thus, improving reliability is among the approaches for achieving a safe system. Simulation methods are widely used in system reliability assessment. Therefore, this study aims to assess the reliability of the City Gate GasMaterial and Methods: This descriptive and analytical study was conducted in one of the CGSs of North Khorasan Province in 2021. The CGS process was carefully examined and its block diagram was plotted. Then, failure time data of CGS equipment were collected over 11 years and time between failures of subsystems was calculated. The failure probability distribution function of subsystems was determined using Easy Fit software and Kolmogorov-Smirnov test. Moreover, subsystems' reliability was estimated by MCS. Finally, station reliability was calculated considering the series-parallel structure of the CGS.Results: The results revealed that the failure probability density distribution function of CGS subsystems was based on gamma and normal functions. The reliabilities of filtration, heater, pressure reduction system, and odorize were calculated as 0.97, 0.987, 0.98, and 0.992 respectively, and their failure rates were 0.000003477, 0.0000014937, 0.0000023062, and 0.0000009169 failures per hour respectively. The station reliability was calculated as 0.93.Conclusion: The failure probability distribution function and reliability assessment of subsystems were determined by data modeling and MCS respectively. Filtration and pressure reduction systems had the highest failure rate and required a proper maintenance program.
引用
收藏
页码:252 / 268
页数:17
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