Al-Ajeli, Ahmed (University of Babylon), Parker, David (University of Birmingham)

Online Monitoring for Diagnosis of Violations of Constraints in Petri Net Models

Scheduled for presentation during the Regular Session "Fault Detection, Diagnosis and Fault-tolerant Control I" (WeA2FD1), Wednesday, August 21, 2019, 10:50−11:10,

5th IFAC International Conference on Intelligent Control and Automation Sciences, August 21-23, 2019, Queen’s University Belfast, Northern Ireland

This information is tentative and subject to change. Compiled on April 24, 2024

Abstract

Fault diagnosis in partially-observed discrete-event systems requires modelling faults as unobservable events within the system. Representing faults as events is not always realistic. For example, some classes of fault are in form of violations of constraints such as service-level agreement (SLA) and Quality of Service (QoS). To model such faults, we need to modify the plant model which is not always acceptable. Firstly, this may make the models large. Secondly, adding extra transitions is not always preferable from engineers’ prospective as every modification of the constraint will modify the model of the plant. This paper applies integer Fourier-Motzkin elimination (IFME) approach to address this issue. Since the constraints and their violations can be written as inequalities, we show that starting from a Petri net two sets of inequalities (diagnoser) are obtained. These sets are used to judge whether an observed sequence may satisfy (violate) these inequalities. The correctness of the proposed approach has also been proved.