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Volume 12
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Article

On-Machine Measurements for Aircraft Gearbox Machining Process Assisted by Adaptive Neuro-Fuzzy Inference System

by
Grzegorz Bomba
1,
Artur Ornat
1,
Piotr Gierlak
2,* and
Magdalena Muszyńska
2
1
Pratt & Whitney Rzeszów S.A., ul. Hetmańska 120, 35-078 Rzeszów, Poland
2
Department of Applied Mechanics and Robotics, Faculty of Mechanical Engineering and Aeronautics, Rzeszow University of Technology, al. Powstańców Warszawy 12, 35-959 Rzeszów, Poland
*
Author to whom correspondence should be addressed.
Appl. Sci. 2022, 12(9), 4780; https://doi.org/10.3390/app12094780
Submission received: 12 April 2022 / Revised: 4 May 2022 / Accepted: 8 May 2022 / Published: 9 May 2022
(This article belongs to the Topic Manufacturing Metrology)
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Abstract

This paper deals with the development of dimensional control technology for the production of accessory drive train (ADT) gearbox housing, according to the closed door technology approach. The work presents the methodology of the final inspection of bearing seat position deviation by replacing the coordinate measuring machines (CMMs) with a computerized numerical control (CNC) machine and adaptive neuro-fuzzy inference system. The results of the work indicated that correct solutions were obtained. In addition, the technological process of manufacturing is fully automated and performed entirely on the production line.
Keywords: closed door technology; accessory gearbox; on-machine measurements; CNC; CMM; ANFIS closed door technology; accessory gearbox; on-machine measurements; CNC; CMM; ANFIS

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MDPI and ACS Style

Bomba, G.; Ornat, A.; Gierlak, P.; Muszyńska, M. On-Machine Measurements for Aircraft Gearbox Machining Process Assisted by Adaptive Neuro-Fuzzy Inference System. Appl. Sci. 2022, 12, 4780. https://doi.org/10.3390/app12094780

AMA Style

Bomba G, Ornat A, Gierlak P, Muszyńska M. On-Machine Measurements for Aircraft Gearbox Machining Process Assisted by Adaptive Neuro-Fuzzy Inference System. Applied Sciences. 2022; 12(9):4780. https://doi.org/10.3390/app12094780

Chicago/Turabian Style

Bomba, Grzegorz, Artur Ornat, Piotr Gierlak, and Magdalena Muszyńska. 2022. "On-Machine Measurements for Aircraft Gearbox Machining Process Assisted by Adaptive Neuro-Fuzzy Inference System" Applied Sciences 12, no. 9: 4780. https://doi.org/10.3390/app12094780

APA Style

Bomba, G., Ornat, A., Gierlak, P., & Muszyńska, M. (2022). On-Machine Measurements for Aircraft Gearbox Machining Process Assisted by Adaptive Neuro-Fuzzy Inference System. Applied Sciences, 12(9), 4780. https://doi.org/10.3390/app12094780

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