DocumentCode :
3402016
Title :
Safety Analysis of Process Industry System Based on Complex Networks Theory
Author :
Jiang, Hongquan ; Gao, Jianmin ; Gao, Zhiyong ; Li, Guo
Author_Institution :
Xi´´an Jiaotong Univ., Xian
fYear :
2007
fDate :
5-8 Aug. 2007
Firstpage :
480
Lastpage :
484
Abstract :
In this paper, we introduce a new method for safety analysis of process industry systems based on recent advances in complex networks. We model the process industry system as a large, complex network and study its topological properties, and then we investigate the cascading failures by constructing a simple model incorporating the loads on nodes and the efficiency of network. We use the Tennessee eastman process (TEP) as a case to illustrate our work. We find the industry system network is an inhomogeneous network and has a high clustering coefficient and a small average path length, which is different from random networks and regular networks. We also find that an initial failure of a device of the system can generate a cascading failure, if the devices have extremely high initial load. The method can help to identify the critical components of the process industry system and can also be available for failure prevention and design safety control system.
Keywords :
complex networks; failure analysis; process control; safety; Tennessee Eastman Process; cascading failures; complex networks theory; failure prevention; high clustering coefficient; process industry system; random networks; regular networks; safety analysis; Complex networks; Electrical equipment industry; Failure analysis; Industrial relations; Load modeling; Manufacturing industries; Power grids; Power system faults; Power system protection; Safety; cascading failures; complex network; process industry system; safety analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Mechatronics and Automation, 2007. ICMA 2007. International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4244-0828-3
Electronic_ISBN :
978-1-4244-0828-3
Type :
conf
DOI :
10.1109/ICMA.2007.4303590
Filename :
4303590
Link To Document :
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