The influencing factors of the equipment support activity process have the characteristics of nonlinearity,
high dimension, many constraints, random uncertainty and fuzzy uncertainty. Monte Carlo method can
solve the above problems commendably. This paper analyzes the main equipment support activity process and
establishes the sampling plan and simulation model of the medium maintenance process based on Monte Carlo
method, and the simulation result verifies a fact that the medium maintenance time can be effectively reduced
when parallel operation on some procedures is used. It has a practical value and can give good advice to achieve
the capability of equipment supportability.
XING Biao (邢彪), SONG Tailiang (宋太亮), CAO Junhai (曹军海),DONG Yuansheng (董原生), LI Kai (李锴)
. Research on Equipment Support Activity Process Simulation Based on Monte Carlo Method[J]. Journal of Shanghai Jiaotong University(Science), 2018
, 23(2)
: 250
-255
.
DOI: 10.1007/s12204-017-1901-x
[1] SONG T L, WANG Y L, FANG Y. General philosophyof support for material development [M]. Beijing:National Defense Industry Press, 2014 (in Chinese).
[2] The State Council Information Office of the People’sRepublic of China. China’s national defense in 2015[Z]. Beijing: Xinhua News Agency, 2015 (in Chinese).
[3] JAMSHIDI M. System of systems engineering: Innovationsfor the 21st century [M]. New Jersey: JohnWiley & Sons Inc, 2013.
[4] RAINEY L B, TOLK A. Modeling and simulation supportfor system of systems engineering application [M].New Jersey: John Wiley & Sons Inc, 2015.
[5] NELSON B L. Foundations and methods of stochasticsimulation [M]. Switzerland: Springer InternationalPublishing, 2015.
[6] WEN J Q, LI Q, ZHAO Q B. Method to analyze theimpact of maintenance and support process based onneural network [J]. Journal of Beijing University ofAeronautics and Astronautics, 2011, 37(6): 690-694(in Chinese).
[7] BIE C h, WANG X f. The application of Monte Carlomethod to reliability evaluation of power systems [J].Automation of Electric Power Systems, 1997, 21(6):68-75 (in Chinese).
[8] CHENG W X, CHEN L Q, GONG S G, et al. Readinesssimulation of ship equipment based on MonteCarlo method [J]. Acta Armamentarii, 2006, 27(6):1090-1094 (in Chinese).
[9] The AnyLogic Company. Multi method simulationsoftware [EB/OL]. (2015-06-06). [2015-06-06]. http://www.anylogic.com.
