Title :
Development of Root Cause & Consequence Analyzer for Intelligent Fault Diagnosis
Author :
Gabbar, Hossam A. ; Datu, Rizal ; Hayashi, Hirohito ; Akinlade, Damilola ; Suzue, Atsushi ; Kamel, Mohamed
Author_Institution :
Dept. of Syst. Eng., Okayama Univ.
Abstract :
Fault propagation analysis is an important task that can be used to analyze and predict abnormal situations in chemical and petrochemical plants. It is difficult to identify all possible fault propagation scenarios due to plant complexity, operating condition changes, and computation limitations. In this paper, development of root cause and consequence analysis is proposed. Computational intelligence algorithm is proposed to synthesize fault propagation scenarios based on plant topology nodes. Automated solution is developed and used to synthesize and analyze fault propagation scenarios, which are used for real-time fault diagnosis and safety assessment using case study chemical plant
Keywords :
chemical engineering computing; fault diagnosis; industrial plants; chemical plant; computational intelligence algorithm; consequence analyzer; fault propagation analysis; intelligent fault diagnosis; petrochemical plant; real-time fault diagnosis; root cause analyzer; safety assessment; Chemical analysis; Chemical engineering; Competitive intelligence; Fault diagnosis; Robustness; Safety; Systems engineering and theory; Time of arrival estimation; Topology; US Department of Transportation; FDS; FPA; fault models; fault propagation analysis; real time fault diagnosis; safety assessment;
Conference_Titel :
SICE-ICASE, 2006. International Joint Conference
Conference_Location :
Busan
Print_ISBN :
89-950038-4-7
Electronic_ISBN :
89-950038-5-5
DOI :
10.1109/SICE.2006.314646