Artificial neural network-based fault diagnosis of gearbox using empirical mode decomposition from vibration response

• Main Authors: Mutra, R. R., Reddy, D. M., Amarnath, M., M. N., Abdul Rani, M. A., Yunus, M. S. M., Sani
• Format: Article
• Language: English
• Published: Universiti Malaysia Pahang 2023
• Subjects: TJ Mechanical engineering and machinery
• Online Access: http://umpir.ump.edu.my/id/eprint/38981/1/Artificial%20Neural%20Network%20Based%20Fault%20Diagnosis%20of%20Gearbox.pdf; http://umpir.ump.edu.my/id/eprint/38981/; https://doi.org/10.15282/ijame.20.3.2023.12.0826; https://doi.org/10.15282/ijame.20.3.2023.12.0826

This paper presents a gearbox defect diagnosis based on vibration behaviour. In order to record the vibration response under various circumstances, an industrial gearbox was used as the basis for an experimental setup. The signals resulting from gear wear were processed using an empirical mode decom...