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Natural roller bearing fault detection by angular measurement of true instantaneous angular speed

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TLDR
In this article, the authors proposed an alternative way of bearing condition monitoring based on the instantaneous angular speed measurement by the help of a large experimental investigation on two different applications, they prove that localized faults like pitting in bearing generate small angular speed fluctuations which are measurable with optical or magnetic encoders.
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This article is published in Mechanical Systems and Signal Processing.The article was published on 2010-10-01 and is currently open access. It has received 147 citations till now. The article focuses on the topics: Angular frequency & Rotational speed.

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Citations
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Journal ArticleDOI

A review of wind turbine bearing condition monitoring: State of the art and challenges

TL;DR: In this article, the authors provide a review on wind turbine bearing condition monitoring techniques such as acoustic measurement, electrical effects monitoring, power quality, temperature monitoring, wear debris analysis and vibration analysis.
Journal ArticleDOI

Rolling element bearing fault diagnosis via fault characteristic order (FCO) analysis

TL;DR: In this article, the authors proposed a new method for gear fault detection under time-varying rotational speed without using a tachometer, which consists of four main steps: (a) signal filtering via fast spectral kurtosis (SK) analysis, (b) extraction of instantaneous fault characteristic frequency (IFCF) from the TFR using an amplitude-sum based spectral peak search algorithm, (c) signal resampling based on the extracted IFCF to convert the non-stationary time-domain signal into the stationary fault phase angle (F
Journal ArticleDOI

A two-step procedure for estimation of instantaneous rotational speed with large fluctuations

TL;DR: A new two-step method for instantaneous frequency estimation based on principles of phase demodulation and joint time-frequency analysis, taking advantage of both of them is proposed.
Journal ArticleDOI

Review of condition monitoring and fault diagnosis technologies for wind turbine gearbox

Mengyan Nie, +1 more
- 01 Jan 2013 - 
TL;DR: In this paper, a comprehensive review of the state-of-the-art of condition monitoring and fault diagnosis techniques for wind turbine gearboxes has been carried out and the challenges and opportunities are identified to guide future research in improving the accuracy and ability of condition-monitoring and prognosis systems.
Journal ArticleDOI

Tacholess envelope order analysis and its application to fault detection of rolling element bearings with varying speeds.

TL;DR: The proposed tacholess envelope order analysis technique is capable of detecting bearing faults under varying speeds, even without the use of a tachometer, and could identify different bearing faults effectively and accurately under speed varying conditions.
References
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Journal ArticleDOI

A review of vibration-based techniques for helicopter transmission diagnostics

TL;DR: Emerging research trends suggest that improvements in signal processing, sensor development and individual-tooth mesh waveform modelling could improve the performance of current and future helicopter transmission diagnostics.
Journal ArticleDOI

Analysis of computed order tracking

TL;DR: In this article, the authors examined which factors and assumptions, inherent in this computed order tracking method, have the greatest effect on its accuracy and found that the method is extremely sensitive to the timing accuracy of the keyphasor pulses and that great improvements in the spectral accuracy were observed when making use of higher-order interpolation functions.
Journal ArticleDOI

Use of the acceleration signal of a gearbox in order to perform angular resampling (with limited speed fluctuation)

TL;DR: In this article, the authors propose a method to resample the signal against the angle by using the acceleration signal of a gearbox, where the gear tooth pairs produce contact shocks during rotation and these shocks are processed in order to retrieve the position of the gear against the time.
Journal ArticleDOI

Simulating gear and bearing interactions in the presence of faults. Part I. The combined gear bearing dynamic model and the simulation of localised bearing faults

TL;DR: In this paper, the authors present a simulation model for a gearbox test rig, in which a range of bearing faults can be implemented, including inner race, outer race and rolling elements.
Journal ArticleDOI

Effective vibration analysis of ic engines using cyclostationarity. part i-a methodology for condition monitoring

TL;DR: This paper introduces an original approach which explicitly takes into account the non-stationary nature of the vibration signals, and introduces a general methodology based on angular sampling and cyclic signal processing.
Related Papers (5)
Frequently Asked Questions (14)
Q1. What is the main objective of this paper?

The main objective of this paper lies on the proof that instantaneous angular speed measurement with a true angular sampling is a very promising key feature in detecting bearing faults early in their damage process. 

Gratings can be geometrical notches with proximity transducers, magnetic patterns in the case of magnetic encoders or optical patterns with light sensitive transducers. 

In the first stage of this material removal, load or speed fluctuations due to the repetitive impacts of the moving components on the defect are diffuse but they grow as faults spread along the contact surface. 

Revolution speed measurement is performed with the help of the Pulse Timing Method largely used in gear Transmission Error measurement. 

In the recent years, instantaneous angular speed becomes one of the most promising investigation way for monitoring geared mechanical systems [11, 15], internal combustion engines [16] or electrical motors [17]. 

in order to increase the number of frequency channels, the signal length on which the FFT is performed must be as large as possible. 

angular sampling makes it possible to Fourier Transform very large signals, giving access to high resolution spectral analysis and to the capability of sorting very low and close magnitude components. 

these established speed fluctuations act like modulating excitations on structural fixed resonances, leading to response signals with a very rich spectrum [6]. 

it is also assumed that random slip of rolling elements is negligible and frequencies are approximately located by equations (1)-(4) in reference to the rotation frequency of the shaft, with low differences due to load or actual kinematics. 

By the help of a large experimental investigation on two different applications, the authors prove that localized faults like pitting in bearing generate small angular speed fluctuations which are measurable with optical or magnetic encoders. 

From writing velocity relationships between bearing elements, the frequency location of an outer race fault can be estimated by equation (7). 

slip effects are also suspected to be at the origin of enlargement of spectrum peaks in the case of double row bearings loaded in a pure radial direction. 

This alternative way of detecting faults is based on instantaneous angular speed measurement by the help of optical or magnetic encoders. 

This signature does not affect the non-integer frequency channels associated with bearing faults and can be avoided by means of the angular averaging process.