Logical Methods Usage in Diagnostics of the Multi-agents Air-conditioning System

The possibility of cooperative agents usage for the on-board air conditioning system research and diagnosis is considered. A logical model for type I and II faults searching is proposed. This work provides an opportunity to master the practical knowledge and skills the first and second types logical models building to obtaining a minimum test of performance and finding malfunctions and damages the place at complex information systems development, operation and maintenance the stages. An algorithm has been developed that combines the development a generalized I type logical model from the system functional circuit input side and the subsequent construction II type a logical model from its free outputs. The deep learning metod allows to increase the accuracy of the model, the speed of finding faults, predicting and preventing accidents

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Publication Details

Journal
Artificial Intelligence
Published
2024-12-18
DOI
https://doi.org/10.15407/jai2024.04.242
Primary Topic
Scientific Measurement and Uncertainty Evaluation
Type
article
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article

Logical Methods Usage in Diagnostics of the Multi-agents Air-conditioning System

Oleg Morgal, O. B. Savchuk, A Muliarchuk
Artificial Intelligence
Scientific Measurement and Uncertainty Evaluation
article

Logical Methods Usage in Diagnostics of the Multi-agents Air-conditioning System

Oleg Morgal, O. B. Savchuk, A Muliarchuk
article en

Abstract

The possibility of cooperative agents usage for the on-board air conditioning system research and diagnosis is considered. A logical model for type I and II faults searching is proposed. This work provides an opportunity to master the practical knowledge and skills the first and second types logical models building to obtaining a minimum test of performance and finding malfunctions and damages the place at complex information systems development, operation and maintenance the stages. An algorithm has been developed that combines the development a generalized I type logical model from the system functional circuit input side and the subsequent construction II type a logical model from its free outputs. The deep learning metod allows to increase the accuracy of the model, the speed of finding faults, predicting and preventing accidents

Artificial IntelligenceVol. 29(AI.2024.29(4))
Openalex Percentile: Top 76%
Scientific Measurement and Uncertainty Evaluation
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