IEEE - Institute of Electrical and Electronics Engineers, Inc. - Anomaly detection of motors with feature emphasis using only normal sounds

ICASSP 2013 - IEEE International Conference on Acoustics, Speech and Signal Processing

Author(s): Yumi Ono ; Yoshifumi Onishi ; Takafumi Koshinaka ; Soichiro Takata ; Osamu Hoshuyama
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 May 2013
Conference Location: Vancouver, BC, Canada
Conference Date: 26 May 2013
Page(s): 2,800 - 2,804
ISBN (Electronic): 978-1-4799-0356-6
ISSN (Paper): 1520-6149
DOI: 10.1109/ICASSP.2013.6638167
Regular:

This paper proposes an anomaly detection method for sound signals observed from motors in operation without using abnormal signals. It is based on feature emphasis and effectively detects... View More

Advertisement