DRN-GAN: an integrated deep learning-based health degradation assessment model for naval propulsion system

DRN-GAN: an integrated deep learning-based health degradation assessment model for naval propulsion system

Purpose: The purpose of this paper is to propose a new deep learning-based model to carry out better maintenance for naval propulsion system. Design/methodology/approach: This model is constructed by integrating different deep learning algorithms. The basic idea is to change the connection structure...

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Bibliographic Details
Main Authors: Cui, J. (Author), Dong, S. (Author), Gao, J. (Author), Yuan, M. (Author), Zhao, J. (Author)
Format: Article
Language:English
Published: Emerald Group Holdings Ltd. 2022
Subjects:
Assessment models
Condition based maintenance
Deep learning
Deep neural networks
Degradation assessment
Generative adversarial networks
Health degradation
Learning algorithms
Learning Based Models
Learning models
Maintenance
Naval propulsion
Offshore oil well production
Propulsion system
Traditional models
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