Detection of Landing Gear Damage on Cessna C208B Aircraft using Case-Based Reasoning

Landing gear is one of the main components of an airplane. Landing gear system is one of the important systems in modern aircraft. According to an investigative report by the Federal Aviation Administration (FAA), the majority of landing gear failures are due to failure of the retraction mechanism,...

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Bibliographic Details
Published in:	2023 International Conference on Electrical and Information Technology (IEIT) pp. 237 - 242
Main Authors:	Agustian, Harliyus, Mulyani, Sri, Dinaryanto, Okto, Anugrah, Iqbal Dwi, Ayuningtyas, Astika
Format:	Conference Proceeding
Language:	English
Published:	IEEE 14-09-2023
Subjects:	Airplanes Atmospheric modeling cbr Computational modeling cosine FAA Gears landing gear Media similarity Support vector machines svm
Online Access:	Get full text
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Summary:	Landing gear is one of the main components of an airplane. Landing gear system is one of the important systems in modern aircraft. According to an investigative report by the Federal Aviation Administration (FAA), the majority of landing gear failures are due to failure of the retraction mechanism, where failure of the lock mechanism is common. To find out the symptoms of aircraft landing gear damage, special expertise is needed from technicians who are experienced with model Case Based Reasoning (CBR) to build a text-based airframe damage consulting system with Vector space model and cosine similarity, in evaluating computational case similarity, a similarity function is formed to compare current cases with old cases. The case base reasoning approach can be applied in text-based consulting by looking for the similarity of each text based on the weight value obtained from the SVM calculation results so that the final calculation with cosine similarity is better with the percentage of similarity reaching above 80%.
DOI:	10.1109/IEIT59852.2023.10335557