Страница публикации

Towards an Intelligent Decision Support System for Aircraft Troubleshooting

Тип публикации: Статья в журнале

Тип материала: Текст

Авторы: Yurin A., Kotlov Y., Popov V., Mishin S.

Журнал: Lecture Notes in Mechanical Engineering: 10th International Scientific and Practical Conference on Current Problems and Prospects for Development of Civil Aviation 2021 (Irkutsk, 14-15 October 2021)

Язык публикации: russian

Серия книг: Lecture Notes in Mechanical Engineering

Номера страниц: 77-91

Количество страниц: 15

Год публикации: 2023

Отчетный год: 2023

Аннотация: Currently, troubleshooting an aircraft remains a promising area for automation and intellectualization. At the same time, existing solutions in this area in the form of electronic technical manuals do not always meet the requirements of technical personnel when searching and troubleshooting aircraft. In this regard, the development of another class of systems based on artificial intelligence methods is relevant. These systems can provide not only the search and elimination of failures and malfunctions but also self-learning by accumulating the experience. This paper proposes the basic principles of such an intelligent system, called the AirTech Assistant, designed for use by technical personnel engaged in the maintenance and repair of the power supply system of the Sukhoi Superjet (RRJ-95) aircraft. In particular, a fragment of the conceptual model of the domain is given, functional, operational, and quality requirements are formulated, architecture, as well as fundamental algorithms and a stack of implementation technologies, are defined. The main components of the designed system will be expert systems implementing case-based and rule-based reasoning. An additional study was conducted in terms of testing the formalism of event trees for knowledge base engineering.

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