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Keywords: classification
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Journal Articles

Classification-Based Fuel Injection Fault Detection of a Trainset Diesel Engine Using Vibration Signature Analysis

Moosa Ayati, Farzad A. Shirazi, Saeed Ansari-Rad, Alireza Zabihihesari
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Research-Article
J. Dyn. Sys., Meas., Control. May 2020, 142(5): 051003.
Paper No: DS-18-1046
https://doi.org/10.1115/1.4046270
Published Online: March 3, 2020
... features. These features are chosen to increase the ability of classifiers to separate healthy and faulty engine sides, automatically. Different classification methods including multilayer perception (MLP), support vector machines (SVM), K-nearest neighbor (KNN), and local linear model tree (LOLIMOT...
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Topics: Condition monitoring, Diesel engines, Engines, Flaw detection, Fuels, Sensors, Signals, Support vector machines, Vibration, Cylinders