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Home / Proceedings / Proceedings of the AAAI Conference on Artificial Intelligence, 28 / No. 2: Twenty-Sixth Innovative Applications of Artificial Intelligence Conference

A Unified Framework for Augmented Reality and Knowledge-Based Systems in Maintaining Aircra

March 8, 2023

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Authors

Geun-Sik Jo

INHA University


Kyeong-Jin Oh

INHA University


Inay Ha

INHA University


Kee-Sung Lee

INHA University


Myung-Duk Hong

INHA University


Ulrich Neumann

University of Southern California


Suya You

University of Southern California


DOI:

10.1609/aaai.v28i2.19023


Abstract:

Aircraft maintenance and training play one of the most important roles in ensuring flight safety. The maintenance process usually involves massive numbers of components and substantial procedural knowledge of maintenance procedures. Maintenance tasks require technicians to follow rigorous procedures to prevent operational errors in the maintenance process. In addition, the maintenance time is a cost-sensitive issue for airlines. This paper proposes intelligent augmented reality (IAR) system to minimize operation errors and time-related costs and help aircraft technicians cope with complex tasks by using an intuitive UI/UX interface for their maintenance tasks. The IAR system is composed mainly of three major modules: 1) the AR module 2) the knowledge-based system (KBS) module 3) a unified platform with an integrated UI/UX module between the AR and KBS modules. The AR module addresses vision-based tracking, annotation, and recognition. The KBS module deals with ontology-based resources and context management. Overall testing of the IAR system is conducted at Korea Air Lines (KAL) hangars. Tasks involving the removal and installation of pitch trimmers in landing gear are selected for benchmarking purposes, and according to the results, the proposed IAR system can help technicians to be more effective and accurate in performing their maintenance tasks.

Topics: AAAI

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HOW TO CITE:

Geun-Sik Jo|| Kyeong-Jin Oh|| Inay Ha|| Kee-Sung Lee|| Myung-Duk Hong|| Ulrich Neumann|| Suya You A Unified Framework for Augmented Reality and Knowledge-Based Systems in Maintaining Aircra Proceedings of the AAAI Conference on Artificial Intelligence, 28 (2014) 2990.

Geun-Sik Jo|| Kyeong-Jin Oh|| Inay Ha|| Kee-Sung Lee|| Myung-Duk Hong|| Ulrich Neumann|| Suya You A Unified Framework for Augmented Reality and Knowledge-Based Systems in Maintaining Aircra AAAI 2014, 2990.

Geun-Sik Jo|| Kyeong-Jin Oh|| Inay Ha|| Kee-Sung Lee|| Myung-Duk Hong|| Ulrich Neumann|| Suya You (2014). A Unified Framework for Augmented Reality and Knowledge-Based Systems in Maintaining Aircra. Proceedings of the AAAI Conference on Artificial Intelligence, 28, 2990.

Geun-Sik Jo|| Kyeong-Jin Oh|| Inay Ha|| Kee-Sung Lee|| Myung-Duk Hong|| Ulrich Neumann|| Suya You. A Unified Framework for Augmented Reality and Knowledge-Based Systems in Maintaining Aircra. Proceedings of the AAAI Conference on Artificial Intelligence, 28 2014 p.2990.

Geun-Sik Jo|| Kyeong-Jin Oh|| Inay Ha|| Kee-Sung Lee|| Myung-Duk Hong|| Ulrich Neumann|| Suya You. 2014. A Unified Framework for Augmented Reality and Knowledge-Based Systems in Maintaining Aircra. "Proceedings of the AAAI Conference on Artificial Intelligence, 28". 2990.

Geun-Sik Jo|| Kyeong-Jin Oh|| Inay Ha|| Kee-Sung Lee|| Myung-Duk Hong|| Ulrich Neumann|| Suya You. (2014) "A Unified Framework for Augmented Reality and Knowledge-Based Systems in Maintaining Aircra", Proceedings of the AAAI Conference on Artificial Intelligence, 28, p.2990

Geun-Sik Jo|| Kyeong-Jin Oh|| Inay Ha|| Kee-Sung Lee|| Myung-Duk Hong|| Ulrich Neumann|| Suya You, "A Unified Framework for Augmented Reality and Knowledge-Based Systems in Maintaining Aircra", AAAI, p.2990, 2014.

Geun-Sik Jo|| Kyeong-Jin Oh|| Inay Ha|| Kee-Sung Lee|| Myung-Duk Hong|| Ulrich Neumann|| Suya You. "A Unified Framework for Augmented Reality and Knowledge-Based Systems in Maintaining Aircra". Proceedings of the AAAI Conference on Artificial Intelligence, 28, 2014, p.2990.

Geun-Sik Jo|| Kyeong-Jin Oh|| Inay Ha|| Kee-Sung Lee|| Myung-Duk Hong|| Ulrich Neumann|| Suya You. "A Unified Framework for Augmented Reality and Knowledge-Based Systems in Maintaining Aircra". Proceedings of the AAAI Conference on Artificial Intelligence, 28, (2014): 2990.

Geun-Sik Jo|| Kyeong-Jin Oh|| Inay Ha|| Kee-Sung Lee|| Myung-Duk Hong|| Ulrich Neumann|| Suya You. A Unified Framework for Augmented Reality and Knowledge-Based Systems in Maintaining Aircra. AAAI[Internet]. 2014[cited 2023]; 2990.


ISSN: 2374-3468


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