This paper focuses on the predictability verification problem of fault patterns for both bounded and unbounded discrete event systems modeled with labeled Petri nets. A system is said to be predictable with respect to a fault pattern if any complete fault behavior in a fault pattern can be correctly predicted before its occurrence, where the fault patterns are characterized by a particular composition of a labeled Petri net with a fault pattern net. In this paper, we construct a fault pattern predictor net and a basis fault pattern predictor graph that is based on the notion of basis markings. By exploiting the fault pattern predictor net and basis fault pattern predictor graph, we derive a necessary and sufficient condition to check fault pattern predictability, which does not need the full reachability/coverability graph of a net, thus gaining practical computation benefits.
Predictability Verification of Fault Patterns in Labeled Petri Nets / Cong, Xuya; Yu, Zhenhua; Fanti, Maria Pia; Mangini, Agostino Marcello; Li, Zhiwu. - In: IEEE TRANSACTIONS ON AUTOMATIC CONTROL. - ISSN 0018-9286. - STAMPA. - 70:3(2025), pp. 1973-1980. [10.1109/TAC.2024.3477959]
Predictability Verification of Fault Patterns in Labeled Petri Nets
Fanti, Maria Pia;Mangini, Agostino Marcello;
2025
Abstract
This paper focuses on the predictability verification problem of fault patterns for both bounded and unbounded discrete event systems modeled with labeled Petri nets. A system is said to be predictable with respect to a fault pattern if any complete fault behavior in a fault pattern can be correctly predicted before its occurrence, where the fault patterns are characterized by a particular composition of a labeled Petri net with a fault pattern net. In this paper, we construct a fault pattern predictor net and a basis fault pattern predictor graph that is based on the notion of basis markings. By exploiting the fault pattern predictor net and basis fault pattern predictor graph, we derive a necessary and sufficient condition to check fault pattern predictability, which does not need the full reachability/coverability graph of a net, thus gaining practical computation benefits.| File | Dimensione | Formato | |
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