An Enhanced Data Visualization Method for Diesel Engine Malfunction Classification Using Multi-Sensor Signals

An Enhanced Data Visualization Method for Diesel Engine Malfunction Classification Using Multi-Sensor Signals

The various multi-sensor signal features from a diesel engine constitute a complex high-dimensional dataset. The non-linear dimensionality reduction method, t-distributed stochastic neighbor embedding (t-SNE), provides an effective way to implement data visualization for complex high-dimensional dat...

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Bibliographic Details
Main Authors: Yiqing Li, Yu Wang, Yanyang Zi, Mingquan Zhang
Format: Article
Language:English
Published: MDPI AG 2015-10-01
Series:Sensors
Subjects:
multi-sensor signals
data visualization
feature subset score
diesel engine
malfunction classification
Online Access:http://www.mdpi.com/1424-8220/15/10/26675

Internet

http://www.mdpi.com/1424-8220/15/10/26675

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