Gearbox Health Condition Monitoring: Vibration Analysis

Naidu, VPS Gearbox Health Condition Monitoring: Vibration Analysis. In: A Two Day National Conference on VLSI Design, Signal Processing, Image Processing, Communications & Embedded Systems (VSPICE-2K18), 19-20 July 2018, JNTU, Kakinada.

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Abstract

Vibration analysis is a standout amongst the most effective strategies present for diagnosing the health condition of rotating machinery. This paper deals with the vibration based gearbox health condition-monitoring techniques for diagnosing and classifying the gearbox faults. The statistical feature extraction has been done using the discrete wavelet transform whereas the fault classification has been done using support vector machine. The results reveal that these vibration based diagnostic techniques are successful in gearbox health condition monitoring. National Renewable Energy Laboratory (NREL) provided the data used in this paper.

Item Type: Conference or Workshop Item (Paper)
Subjects: AERONAUTICS > Avionics & Aircraft Instrumentation
AERONAUTICS > Aircraft Propulsion and Power
ENGINEERING > Engineering (General)
ENGINEERING > Electronics and Electrical Engineering
Depositing User: Dr VPS Naidu
Date Deposited: 09 Aug 2018 12:45
Last Modified: 09 Aug 2018 12:45
URI: http://nal-ir.nal.res.in/id/eprint/12924

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