IEEE - Institute of Electrical and Electronics Engineers, Inc. - Dislocated Time Series Convolutional Neural Architecture: An Intelligent Fault Diagnosis Approach for Electric Machine

Author(s): Ruonan Liu ; Guotao Meng ; Boyuan Yang ; Chuang Sun ; Xuefeng Chen
Sponsor(s): IEEE Industrial Electronics Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1
ISSN (Paper): 1551-3203
ISSN (Online): 1941-0050
DOI: 10.1109/TII.2016.2645238
Regular:

In most current intelligent diagnosis methods, fault classifiers of electric machine are built based on complex handcrafted features extractor from raw signals, which depend on prior knowledge and... View More

Advertisement