Search Results for author: Arun K. Sharma

Found 4 papers, 0 papers with code

Guided Sampling-based Evolutionary Deep Neural Network for Intelligent Fault Diagnosis

no code implementations12 Nov 2021 Arun K. Sharma, Nishchal K. Verma

Also, the best model obtained is transferred to the next generation for quick model evaluation in the NSGA-II evolutionary framework.

Model Selection

Knowledge Transfer based Evolutionary Deep Neural Network for Intelligent Fault Diagnosis

no code implementations28 Sep 2021 Arun K. Sharma, Nishchal K. Verma

We have used the Case Western Reserve University dataset, Paderborn university dataset, and gearbox fault detection dataset to demonstrate the effectiveness of the proposed framework for the selection of the best suitable architecture capable of excellent diagnostic performance, classification accuracy almost up to 100%

Domain Adaptation Fault Detection +1

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