An Approach to Building Knowledge Bases for Aviation Diagnostics Tasks

The paper describes the extension of the author’s approach to building prototypes of declarative knowledge bases of classical expert systems based on model transformations through the use of state transition diagrams and decision tables. These methods describe in the form of logical rules the information about relationships between the external signs of malfunctions and the causes, as well as between troubleshooting operations. The approach has been tested during the adaptation of the AviaTekhPom.Terminal application for the Cessna 182T air conditioning system and Sukhoi Superjet 100 (RRJ-95) power supply, control, and air conditioning systems. The estimation of results showed the expediency of using the described approach for modeling the branching scenarios of operations, verifying decision tables, and technical manuals.

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Publication Details

Journal
Russian Aeronautics
Published
2025-03-01
DOI
https://doi.org/10.3103/s1068799825010167
Primary Topic
AI-based Problem Solving and Planning
Type
article
Field-Weighted Citation Impact
0.00
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article

An Approach to Building Knowledge Bases for Aviation Diagnostics Tasks

Nikita O. Dorodnykh, Aleksandr Yu. Yurin, Yu. V. Kotlov, Ольга Анатольевна Николайчук
Russian Aeronautics
AI-based Problem Solving and Planning
article

An Approach to Building Knowledge Bases for Aviation Diagnostics Tasks

Nikita O. Dorodnykh, Aleksandr Yu. Yurin, Yu. V. Kotlov, Ольга Анатольевна Николайчук
article en

Abstract

The paper describes the extension of the author’s approach to building prototypes of declarative knowledge bases of classical expert systems based on model transformations through the use of state transition diagrams and decision tables. These methods describe in the form of logical rules the information about relationships between the external signs of malfunctions and the causes, as well as between troubleshooting operations. The approach has been tested during the adaptation of the AviaTekhPom.Terminal application for the Cessna 182T air conditioning system and Sukhoi Superjet 100 (RRJ-95) power supply, control, and air conditioning systems. The estimation of results showed the expediency of using the described approach for modeling the branching scenarios of operations, verifying decision tables, and technical manuals.

Russian AeronauticsVol. 68(1)
Irkutsk National Research Technical University (RU), Institute for System Dynamics and Control Theory (RU), Moscow State Technical University of Civil Aviation (RU)
Openalex Percentile: Top 92%
AI-based Problem Solving and Planning
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