Real-time risk monitoring system for chemical plants

Korean Journal of Chemical Engineering

Volumn 22, Issue 1, 2005, Pages 26-31

  Kim, Ky Soo ^a   Ko, Jae Wook ^a  

^a Kwangwoon University   (South Korea)

Author keywords

Consequence Analysis; Diagnosis; Fault Detection; PCA; Real Time Risk Monitoring System

Indexed keywords

ACCIDENT PREVENTION; DATA ACQUISITION; DIAGNOSIS; MONITORING; PRINCIPAL COMPONENT ANALYSIS; PROCESS CONTROL; RISK MANAGEMENT; STATISTICAL METHODS;

CONSEQUENCE ANALYSIS; FAULT DETECTION; LEAST SQUARE PROBLEMS; REAL-TIME RISK MONITORING SYSTEM;

CHEMICAL PLANTS;

EID: 17444405922     PISSN: 02561115     EISSN: None     Source Type: Journal    
DOI: 10.1007/BF02701457     Document Type: Article

References (10)

1. AIChE/CCPS, Guidelines for Use of Vapor Cloud Dispersion Models, Center for Chemical Process Safety, AIChE, New York (1987).
2. AIChE/CCPS, Plant Guidelines for Technical Management of Chemical Process Safety, Center for Chemical Process Safety, New York (1995).
3. Dunia, R. S., Qin, J., Edgar, T. F. and McAvoy, T. J., "Identification of Faulty Sensors Using Principal Components Analysis," AIChE J., 42(10), 2797 (1996).
4. Jackson, J. E., "Principal Components Analysis: Part 1 Principal Anal ysis," J. Qual. Technol., 12, 201 (1980).
5. Kim, K. H., Shin, D. and Yoon, E. S., "Risk Analysis Using Automatically Synthesized Robust Accident Scenarios and Consequence Assessment for Chemical Processes: Process Partition and Consequence Analysis Approach," Korean J. Chem. Eng., 20, 992 (2003).
6. Kim, K. S., "Development of the Real-time Risk Monitoring System for Chemical Plants," PhD Dissertation, Kwangwoon University, Seoul (2000).
7. MacGregor, J. F. and Kourti, T., "Statistical Process Control of Multivariable Processes," Contr. Eng. Pr., 3(3), 403 (1995).
8. Park, M. J. and Doyle, F. J., "Nonlinear Model Order Reduction and Control of Particle Size Distribution in a Semibatch Vinyl Acetate/ Butyl Acrylate Emulsion Copolymerization Reactor," Korean J. Chem. Eng., 21, 168 (2004).
9. Paul Geladi, Bruce R. Kowalski, "Partial Least Square Regression: A Tutorial," Analytical Chemical Acta, 185, 1 (1986).
10. Sohn, J. H. and Jung, S. H., Non-linear PLS Based on Non-linear Principal Component Analysis and Neural Network, KACC (2000).