Real-time spatio-temporal coherence estimation for autonomous mode identification and invariance tracking
作者： Michail Zak , Mark L. James , Ryan M. E. Mackey , Han G. Park
DOI:
关键词:
摘要: A general method of anomaly detection (208) from time-correlated sensor data is disclosed. Multiple signals are received. Their cross-signal behavior compared against a fixed library invariants. The constructed during training process, which itself data-driven using the same signals. applicable to broad class problems and designed respond any departure normal operation, including faults or events that lie outside envelope.
jaxa.jp参考文章(39)
George W. Kuriyan, A system and method for the remote monitoring of wireless packet data networks ,(1997)
David J. Atkinson, Mark L. James, Software For Development Of Expert Systems ,(1990)
Antti Aarne Ilmari Lange, Method for adaptive kalman filtering in dynamic systems ,(1996)
Hrishikesh B. Aradhye, Arlen S. Heger, Bayesian belief networks for industrial processes ,(1999)
M.L. James, L.P. Dubon, An autonomous diagnostic and prognostic monitoring system for NASA's Deep Space Network ieee aerospace conference. ,vol. 2, pp. 403- 414 ,(2000) , 10.1109/AERO.2000.878248
Ron J. Patton, Jie Chen, Robust Model-Based Fault Diagnosis for Dynamic Systems ,(2011)
Ahmet Duyar, Osman Tugrul Durakbasa, Evren Albas, A. Hakan Serafettinoglu, Model-based fault detection system for electric motors ,(1997)
Donald A. Sofge, Gabriel G. Barna, Stephanie W. Butler, David A. White, Virtual sensor based monitoring and fault detection/classification system and method for semiconductor processing equipment ,(1996)
William L. Kubic, Andrew M. White, Kenny C. Gross, Roald A. Wigeland, Surveillance of industrial processes with correlated parameters ,(1994)
Anastasios Theodoros Bouloutas, Seraphin Bernard Calo, Allan Jay Finkel, Methods and systems for alarm correlation and fault localization in communication networks ,(1992)