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Deep Learning for Enhanced Fault Diagnosis of Monoblock Centrifugal Pumps: Spectrogram-Based Analysis
- Prasshanth Chennai Viswanathan,
- Sridharan Naveen Venkatesh,
- Seshathiri Dhanasekaran,
- Tapan Kumar Mahanta,
- Vaithiyanathan Sugumaran,
- Natrayan Lakshmaiya,
- Prabhu Paramasivam and
- Sakthivel Nanjagoundenpalayam Ramasamy
The reliable operation of monoblock centrifugal pumps (MCP) is crucial in various industrial applications. Achieving optimal performance and minimizing costly downtime requires effectively detecting and diagnosing faults in critical pump components....