DocumentCode
1165569
Title
Experimental studies in real-time, Monte Carlo simulation
Author
Davis, Wayne J. ; Wang, Hao ; Hsieh, Chang An
Author_Institution
Dept. of Gen. Eng., Illinois Univ., Urbana, IL, USA
Volume
21
Issue
4
fYear
1991
Firstpage
802
Lastpage
814
Abstract
Several research concerns resulting from experiments in real-time Monte Carlo simulation are presented. An overview of the computational processes used in the experimental study, a definition for the system state and state transition mechanism, and the performance measures considered are given. The statistical concerns that arise in the analysis of transient phenomena are discussed. The method of statistical analysis incorporated is reported. Research concerns associated with the process are discussed. Future research concerns are related, and current research efforts are summarized. In particular, the development of graphical interfaces to assist the decision maker in the analysis of the real-time data are discussed
Keywords
Monte Carlo methods; digital simulation; graphical user interfaces; manufacturing data processing; real-time systems; statistical analysis; Monte Carlo simulation; digital simulation; graphical interfaces; manufacture computing; real-time; state transition; statistical analysis; system state; Computer integrated manufacturing; Decision making; Flexible manufacturing systems; Humans; Job production systems; Manufacturing processes; Monitoring; Stochastic processes; Transient analysis; Virtual manufacturing;
fLanguage
English
Journal_Title
Systems, Man and Cybernetics, IEEE Transactions on
Publisher
ieee
ISSN
0018-9472
Type
jour
DOI
10.1109/21.108298
Filename
108298
Link To Document