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Data Preprocessing || Deep Learning for Bearing Condition Monitoring || Part-1

Опубликовано: 11 Февраль 2025
на канале: Intelligent Machines
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#machinelearningtutorial #python #keras #machinelearning #DatadrivenPrognostics #DatadrivenFaultDiagnosis #Gear #IntelligentFaultDiagnosis #condition monitoring

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This video deals with data preprocessing of Bearing fault data supplied by CWRU. In this video series the goal is to do the data driven (Artificial Intelligence) condition monitoring of the bearing.

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...

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