PNN: A novel progressive neural network for fault classification in rotating machinery under small dataset constraint

Fault detection in rotating machinery is a complex task, particularly in small and heterogeneous dataset scenarios. Variability in sensor placement, machinery configurations, and structural differences further increases the complexity of the problem. Conventional deep learning approaches often deman...

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Bibliographic Details
Main Authors: Praveen Chopra, Himanshu Kumar, Sandeep Yadav
Format: Article
Language:English
Published: Elsevier 2025-09-01
Series:Results in Engineering
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2590123025021048
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