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A discrete event systems approach to discriminating intermittent from permanent faults 被引量:3

A discrete event systems approach to discriminating intermittent from permanent faults
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摘要 Almost all work on model-based diagnosis (MBD) potentially presumes faults are per- sistent and does not take intermittent faults (IFs) into account. Therefore, it is common for diag- nosis systems to misjudge IFs as permanent faults (PFs), which are the major cause of the problems of false alarms, cannot duplication and no fault found in aircraft avionics. To address this problem, a new fault model which includes PFs and IFs is presented based on discrete event systems (DESs). Thereafter, an approach is given to discriminate between PFs and IFs by diagnosing the current fault. In this paper, the regulations of (PFs and IFs) fault evolution through fault and reset events along the traces of system are studied, and then label propagation function is modified to account for PFs and the dynamic behavior of IFs and diagnosability of PFs and IFs are defined. Finally, illustrative examples are presented to demonstrate the proposed approach, and the analysis results show the fault types can be discriminated within bounded delay if the system is diagnosable. Almost all work on model-based diagnosis (MBD) potentially presumes faults are per- sistent and does not take intermittent faults (IFs) into account. Therefore, it is common for diag- nosis systems to misjudge IFs as permanent faults (PFs), which are the major cause of the problems of false alarms, cannot duplication and no fault found in aircraft avionics. To address this problem, a new fault model which includes PFs and IFs is presented based on discrete event systems (DESs). Thereafter, an approach is given to discriminate between PFs and IFs by diagnosing the current fault. In this paper, the regulations of (PFs and IFs) fault evolution through fault and reset events along the traces of system are studied, and then label propagation function is modified to account for PFs and the dynamic behavior of IFs and diagnosability of PFs and IFs are defined. Finally, illustrative examples are presented to demonstrate the proposed approach, and the analysis results show the fault types can be discriminated within bounded delay if the system is diagnosable.
出处 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2014年第2期390-396,共7页 中国航空学报(英文版)
基金 co-supported by National Natural Science Foundation of China (No. 51175502) National Defence Pre-research Foundation of China (No. 9140A17060411KG01)
关键词 DIAGNOSABILITY Diagnoser Discrete event systemsFault diagnosis Intermittent faults Permanent faults Diagnosability Diagnoser Discrete event systemsFault diagnosis Intermittent faults Permanent faults
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