Evaluation of plant alarm systems by behavior Simulation using a virtual subject
Liu, Xiwei; Noda, Masaru; Nishitani, Hirokazu
2010
发表期刊Computers & Chemical Engineering
期号34页码:374-386
摘要
To design an effective plant alarm system, it is essential to evaluate various performances of fault detection and identification (FDI) in emergencies. In this study, an operator model, which mimics the FDI behavior of a human operator with primary cognitive and executive capabilities, is developed as a virtual subject for supervising a chemical plant system. Analyzing the FDI tracks generated by the behavior simulation using the virtual subject under an alarm system makes it possible to evaluate the performance of the alarm system. In a case study, the evaluation method using the virtual subject is applied for designing an appropriate alarm system in a boiler-plant simulator. FDI performances of the original alarm system for all assumed malfunctions are evaluated and alarm signal selection and limit settings are reconsidered according to the evaluation results. The results of the case study demonstrate the usefulness of the model-based evaluation method.
关键词Operator Model Virtual Subject Plant Alarm System Fault Detection And Identification Behavior Simulation
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/11420
专题复杂系统管理与控制国家重点实验室_先进控制与自动化
作者单位Graduate School of Information Science, Nara Institute of Science and Technology,
推荐引用方式
GB/T 7714
Liu, Xiwei,Noda, Masaru,Nishitani, Hirokazu. Evaluation of plant alarm systems by behavior Simulation using a virtual subject[J]. Computers & Chemical Engineering,2010(34):374-386.
APA Liu, Xiwei,Noda, Masaru,&Nishitani, Hirokazu.(2010).Evaluation of plant alarm systems by behavior Simulation using a virtual subject.Computers & Chemical Engineering(34),374-386.
MLA Liu, Xiwei,et al."Evaluation of plant alarm systems by behavior Simulation using a virtual subject".Computers & Chemical Engineering .34(2010):374-386.
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