Predictive anomaly detection for marine diesel engine based on echo state network and autoencoder

Marine diesel engine with high thermal efficiency and good economy has become the main power of ships. Anomaly detection is an important method to improve the operation reliability of marine diesel engine. Most anomaly detection research focuses on failures that have occurred, and few studies consid...

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Bibliographic Details
Main Authors: Chong Qu, Zhiguo Zhou, Zhiwen Liu, Shuli Jia
Format: Article
Language:English
Published: Elsevier 2022-07-01
Series:Energy Reports
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484722002256