Education & Work
Profile
In Septumber 1998 I graduated from University of Shiraz, Shiraz Engineering college, in the field of Computer-Hardware Engineering.
And I started Artificial Inteligency & Robotic in Post graduate course in Amirkabir University.
Research
My research is concerned with the Vibration Condition Monitoring & Fault
Diagnostics of Rotating Machinery using Artificial Neural Networks.
Artificial Neural Networks (ANNs) utilised to recognise the patterns of signals obtained from a machine (e.g. gearbox, bearing), in order to determine the health condition of the machine in question.
These vibration signals obtained from a machine are first pre-processed with different kinds of signal processing techniques such as Wavelet Transforms, Cepstrum Analysis, and Fourier Transforms, for the Back-propagation Neural Networks to perform fault detection and diagnose the exact kind of fault occurring in the system. My area of research also involves the analytical modelling of gears and gearbox dynamics.
This is performed in order to have a better understanding of gears while carrying fault and establish the performance of signal processing methods on condition monitoring data.
Publications
1)My Thesis :"Fault detection in Rotating machinery with Vibration Analysis"
2) "Neural Network Based Fault Detection Using Different Signal Processing Techniques as
Pre-processor"
3) "Fault Classifications In Gearboxes Using Artificial Neural Networks"
4) "Model Based Vibration Monitoring"
5) "Fazzy Neural Networks"
6) "Application of Short Time Fourier Transform in Speech Processing & Noise Canceling"
Work
I work in an industrial complex. We are cunstructing Test machines for Automobile instruments such as gearbox,steering,transaxel,starter ,... .This Test machines are used in Q.C parts of large automobile industries in IRAN and middle east.
