Abstract
This paper describes the detection method of the anomalies in signals proposed by Okabe et al. based on their KM-2O-Langevin framework; breakdown points of the stationarity can be detected to give the sign of anomalies. The method was applied to the sound signals to monitor the state of a generator engine and showed its feasibility.
| Original language | English |
|---|---|
| Pages (from-to) | 55-60 |
| Number of pages | 6 |
| Journal | International Journal of Applied Electromagnetics and Mechanics |
| Volume | 52 |
| Issue number | 1-2 |
| DOIs | |
| Publication status | Published - 2016 |
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Keywords
- Anomaly detection
- fluctuation-dissipation principle
- stationarity test
ASJC Scopus subject areas
- Electronic, Optical and Magnetic Materials
- Condensed Matter Physics
- Mechanics of Materials
- Mechanical Engineering
- Electrical and Electronic Engineering
Cite this
Detection of anomalies in stationary signals based on fluctuation-dissipation principle. / Honda, Satoshi; Yonekura, Hiromitsu.
In: International Journal of Applied Electromagnetics and Mechanics, Vol. 52, No. 1-2, 2016, p. 55-60.Research output: Contribution to journal › Article
}
TY - JOUR
T1 - Detection of anomalies in stationary signals based on fluctuation-dissipation principle
AU - Honda, Satoshi
AU - Yonekura, Hiromitsu
PY - 2016
Y1 - 2016
N2 - This paper describes the detection method of the anomalies in signals proposed by Okabe et al. based on their KM-2O-Langevin framework; breakdown points of the stationarity can be detected to give the sign of anomalies. The method was applied to the sound signals to monitor the state of a generator engine and showed its feasibility.
AB - This paper describes the detection method of the anomalies in signals proposed by Okabe et al. based on their KM-2O-Langevin framework; breakdown points of the stationarity can be detected to give the sign of anomalies. The method was applied to the sound signals to monitor the state of a generator engine and showed its feasibility.
KW - Anomaly detection
KW - fluctuation-dissipation principle
KW - stationarity test
UR - http://www.scopus.com/inward/record.url?scp=85009247779&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85009247779&partnerID=8YFLogxK
U2 - 10.3233/JAE-162102
DO - 10.3233/JAE-162102
M3 - Article
VL - 52
SP - 55
EP - 60
JO - International Journal of Applied Electromagnetics and Mechanics
JF - International Journal of Applied Electromagnetics and Mechanics
SN - 1383-5416
IS - 1-2
ER -