Prognosability Analysis and Enforcement of Bounded Labeled Petri Nets

被引:13
|
作者
Ran, Ning [1 ]
Hao, Jinyuan [2 ]
Seatzu, Carla [3 ]
机构
[1] Hebei Univ, Lab Energy Saving Technol, Coll Elect & Informat Engn, Baoding 071002, Peoples R China
[2] Hebei Univ, Sch Media Commun & Creat Ind, Lab IoT Technol, HBU UCLan, Baoding 071002, Peoples R China
[3] Univ Cagliari, DIEE, I-09124 Cagliari, Italy
基金
中国国家自然科学基金;
关键词
Petri nets; Prognostics and health management; Tools; Labeling; Costs; System recovery; Complexity theory; Discrete event systems (DESs); fault prognosis; Petri nets (PNs); prognosability; FAULT-DIAGNOSIS; PROGNOSIS; DIAGNOSABILITY;
D O I
10.1109/TAC.2021.3118655
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this article, we deal with two problems related to bounded labeled Petri nets (PNs), namely prognosability analysis and enforcement. The solution we propose is based on a single tool, called prognosability verifier. Such a tool uses the notion of basis marking that avoids the exhaustive enumeration of all the reachable markings. This leads to advantages in terms of computational complexity that may be enormous in certain real applications. Finally, the enforcement problem can be solved associating a cost with each sensor eventually added to the system. A systematic way to compute a solution that minimizes the total cost of the new sensors while guaranteeing prognosability of the resulting system, is computed using linear integer programming.
引用
收藏
页码:5541 / 5547
页数:7
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