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Morphological Analysis for Bearing Fault detection

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Morphological Analysis for Bearing Fault detection

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Applies the selected morphological operators on the signal.

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Description

Y= morph_analysis(sig,fault_fr,RPM) Applies the Mathematical morphology operation on the signal "sig". To be basically used for Condition Monitoring of Rotating Equipments.
The Morphological operations done are
 Gradient 1: Beucher Gradient(Dilate - Erode)
 Gradient 2: Signal - Erode
 Gradient 3:Dilate - Signal
It outputs a FFT graph of the signal along with the gradients. It also prints on the Command Window, about the availability of Fault in the specified frequency.

Required Products Signal Processing Toolbox
MATLAB
MATLAB release MATLAB 7.13 (R2011b)
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Comments and Ratings (8)
22 Apr 2014 Anwesh  
17 Apr 2014 Santhana Raj

@Anwesh
Ya, You are correct.
Fs- Sampling Frequency

N- No of points in FFT, preferably of 2^n format, less than the number of values in input

fault_tym=inverse of fault frequency

X- Fs*fault_tym. Can be proven that the result will be better if the number of structural elements taken is a multiple of Fs*fault_tym. Which multiple provides better result is being compared in this code. You can chk the ieee paper for further details...

17 Apr 2014 Anwesh

The programs works well for me
can you describe the terms Fs , N i.e N= 4*2048 , X in the program.I figured out Fs to be sampling frequency

20 Feb 2014 Santhana Raj

@Hemo Khalifa,

The program works fine for me. I cant directly provide a example/demo here. But I have already given how to call the function and the meaning of the variable in the comment portion of the file. If you want to understand the code, You can check my page, https://sites.google.com/site/santhanarajarunachalam/my-research/condition-monitoring/morphological-operators/morphological-operators-results

If you are facing any specific error in executing the code, Drop me a mail with the error, I would be glad to help.

19 Feb 2014 Hemo khalifa

it's no working with me, can you give an example or add demo

05 Nov 2013 Mike  
23 May 2013 tk  
23 Jun 2012 n chow  

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