Fault Classification in Diesel Engines Based on Time-Domain Responses through Signal Processing and Convolutional Neural Network

Fault Classification in Diesel Engines Based on Time-Domain Responses through Signal Processing and Convolutional Neural Network

In today’s interconnected industrial landscape, the ability to predict and monitor the operational status of equipment is crucial for maintaining efficiency and safety. Diesel engines, which are integral to numerous industrial applications, require reliable fault detection mechanisms to reduce opera...

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Bibliographic Details
Main Authors: Gabriel Hasmann Freire Moraes, Ronny Francis Ribeiro Junior, Guilherme Ferreira Gomes
Format: Article
Language:English
Published: MDPI AG 2024-09-01
Series:Vibration
Subjects:
fault detection
STFT
wavelet
convolutional neural network
diesel engines
Online Access:https://www.mdpi.com/2571-631X/7/4/46
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