A Framework for Integrating Automated Diagnosis into Simulation

Publikation: Beitrag in Buch/Bericht/KonferenzbandBeitrag in einem KonferenzbandBegutachtung

Abstract

Automatically detecting and locating faults in systems is of particular interest for mitigating undesired effects during operation. Many diagnosis approaches have been proposed including model-based diagnosis, which allows to derive diagnoses from system models directly. In this paper, we present a framework bringing together simulation models with diagnosis allowing for evaluating and testing diagnosis models close to its real world application. The frame- work makes use of functional mock-up units for bringing together simulation models and enables their integration with ordinary programs written in either Python or Java. We present the integration of simulation and diagnosis using a two-lamp example model.
Originalspracheenglisch
TitelIndustrial Artificial Intelligence Technologies and Applications
Redakteure/-innenOvidiu Vermesan, Franz Wotawa, Mario Diaz Nava, Björn Debaillie
Herausgeber (Verlag)River Publishers
Kapitel9
Seiten113-127
Seitenumfang15
ISBN (elektronisch)9788770227902
ISBN (Print)9788770227919
DOIs
PublikationsstatusVeröffentlicht - Juni 2022

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