2D-CNN - Vibration Signal to Image || Deep Learning for Bearing Condition Monitoring || Part-5

Опубликовано: 20 Январь 2025
на канале: Intelligent Machines
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#machinelearningtutorial #python #keras #deeplearning #neuralnet #DatadrivenFaultDiagnosis #bearing #IntelligentFaultDiagnosis #conditionmonitoring

In this video, the vibration signal is converted into a 28x28 greyscale image and used for training of 2-D Convolutional neural nets.


PART-1 -    • Data Preprocessing || Deep Learning f...  
PART-2 -    • ANN model training || Deep Learning f...  
PART-3 -    • 1D-CNN for Bearing Vibration || Deep ...  
PART-4 -    • 1D-CNN with Multiple Kernels || Deep ...  
PART-5 -    • 2D-CNN - Vibration Signal to Image ||...  


Linkedin -   / b-mohan-dash-91013a155  

CWRU Dataset - https://engineering.case.edu/bearingd...

GitHub Link- https://github.com/mohan696matlab/CWR...