<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>The paper proposes an original, comprehensive, and methodically consistent graph theory-based approach to the description of the diagnosed process and the diagnosing system. The main baseline of the presented approach is in the dichotomous approach to diagnosing. It involves a separate description of both the process and the diagnostic system. This approach reflects the practice of designing implementable diagnostic systems. Thus, it can be seen as a proposal of a new, alternative, and, at the same time, flexible design procedure with great potential for applications. The primary motivation behind it was an attempt to circumvent the numerous limitations of well-known and well-established diagnosis approaches proposed by the communities working on fault detection and isolation (FDI) and artificial intelligence theories for diagnosis (DX). Accordingly, the paper identifies and provides an extensive discussion and a critical analysis of the existing limitations. Numerous examples and references to practical applications of the approach are indicated.</p>
</abstract>

The paper proposes an original, comprehensive, and methodically consistent graph theory-based approach to the description of the diagnosed process and the diagnosing system. The main baseline of the presented approach is in the dichotomous approach to diagnosing. It involves a separate description of both the process and the diagnostic system. This approach reflects the practice of designing implementable diagnostic systems. Thus, it can be seen as a proposal of a new, alternative, and, at the same time, flexible design procedure with great potential for applications. The primary motivation behind it was an attempt to circumvent the numerous limitations of well-known and well-established diagnosis approaches proposed by the communities working on fault detection and isolation (FDI) and artificial intelligence theories for diagnosis (DX). Accordingly, the paper identifies and provides an extensive discussion and a critical analysis of the existing limitations. Numerous examples and references to practical applications of the approach are indicated.

A Graph Theory–Based Approach to the Description of the Process and the Diagnostic System

International Journal of Applied Mathematics and Computer Science

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

The paper proposes an original, comprehensive, and methodically consistent graph theory-based approach to the description of the diagnosed process and the...

A Graph Theory–Based Approach to the Description of the Process and the Diagnostic System

Data publikacji: 04 lip 2022

Zakres stron: 213 - 227

Otrzymano: 09 sty 2022

Przyjęty: 15 kwi 2022

DOI: https://doi.org/10.34768/amcs-2022-0016

Słowa kluczowe
graph of the process, graph of the diagnostic system, fault detection and isolation, qualitative models, limitations of diagnostic approaches

© 2022 Jan Maciej Kościelny et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

A Graph Theory–Based Approach to the Description of the Process and the Diagnostic System

Data publikacji: 04 lip 2022

Zakres stron: 213 - 227

Otrzymano: 09 sty 2022

Przyjęty: 15 kwi 2022

DOI: https://doi.org/10.34768/amcs-2022-0016

Słowa kluczowegraph of the process, graph of the diagnostic system, fault detection and isolation, qualitative models, limitations of diagnostic approaches

© 2022 Jan Maciej Kościelny et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

Słowa kluczowe
graph of the process, graph of the diagnostic system, fault detection and isolation, qualitative models, limitations of diagnostic approaches