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SAFETY ANALYSIS USING AN EXPERT SYSTEM IN CHEMICAL PROCESSES
Korean Journal of Chemical Engineering, July 1994, 11(3), 153-161(9), 10.1007/BF02697460
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Abstract
A knowledge-based expert system for hazard and operability study(HAZOP) is developed. HAZOP study is regarded as one of the most systematic and logical qualitative hazard identification methodologies. But, it requires a multidisciplinary team and is very time-consuming and repetitious task in nature. By developing an computer-aided automation system, these drawbacks of HAZOP study can be overcome. Considerable manpower and time can be reduced and even past experiences of engineers and existing checklists can be stored for future use in the form of knowledge base. The developed knowledge-based HAZOP expert system has a frame-based knowledge structure for equipment failures and process properties, and rule networks for consequence reasoning which uses both forward and backward chaining. The system is open-ended and modular in structure to make it easy to implement wide process knowledge for future expansion. LPG storage and fractionation process has taken as example to test the applicability of the developed system as an automated HAZOP study system. The result shows that savings more than 50% of the required manpower and time for HAZOP studies can be achieved, and the system is very efficient and reliable, too.
References
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American Institute of Chemical Engineers: "Dow's Fire and Explosion Index Hazard Classification Guide," 6th ed., AIChE (1987)
Crowl DA, Louvar JF, "Chemical Process Safety: Fundamentals with Application," Prentice-Hall (1990)
Lee FP, "Loss Prevention in the Process Industries," Butterwords (1980)
Weatherill T, Camron IT, Comput. Chem. Eng., 13, 1229 (1989)
Benuzzi A, Zaldivar JM, "Safety of Chemical Batch Reactors and Storage Tanks," Kluwer Academic Publishers (1991)
Himmelblau DM, "Fault Detection and Diagnosis in Chemical and Petrochemical Processes," Elsevier Science Publishing Company (1978)
Hushon JM, "Expert Systems for Environmental Applications," American Chemical Society (1990)
Kletz TA, Chem. Eng., Apr., 48 (1985)
Lieberman NP, "Troubleshooting Refinery Process," PennWell Books (1981)
Martine J, Oxman S, "Building Expert Systems: A Tutorial," Prentice-Hall (1988)
National Fire Protection Association: "NFPA Code 325M: Fire Hazard Properties of Flammable Liquids, Gases, and Volatile Solids," National Fire Protection Association (1991)
National Fire Protection Association: "NFPA Code 49: Hazardous Chemical Data," National Fire Protection Association (1991)
Rolston DW, "Principles of Artificial Intelligence and Expert Systems Development," McGraw-Hill (1988)