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Wind Turbine Gearbox Failure Detection Based on SCADA Data: A Deep Learning-Based Approach
IEEE Transactions on Instrumentation and Measurement, 2021Gearbox failure is one of top-ranked factors leading to the unavailability of wind turbines (WTs). Existing data-driven studies of gearbox failure detection (GFD) focus on improving detection accuracies while reducing false alarms has not received ...
Luoxiao Yang, Zijun Zhang
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IEEE Transactions on Instrumentation and Measurement, 2021
This article proposes a double-channel sequential probability ratio test (DCSPRT) failure detection algorithm for improving the fault-tolerant ability of the multisensor system.
Guangle Gao +3 more
semanticscholar +1 more source
This article proposes a double-channel sequential probability ratio test (DCSPRT) failure detection algorithm for improving the fault-tolerant ability of the multisensor system.
Guangle Gao +3 more
semanticscholar +1 more source
Detecting registration failure
2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2009This paper presents a new approach to evaluation of registration using a general discriminative learning model that is independent of the type of registration method. We select features by association of a registration with a set of metrics (pixel based, patch based and histogram based statistics) and learn a classifier that discriminates mis ...
S. Seshamani +6 more
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Journal of Lightwave Technology, 2020
Supported by advanced digital signal processing algorithms and application specific integrated circuits, coherent receivers in elastic optical networks will be capable of measuring link impairments in real time.
Liang Shu +5 more
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Supported by advanced digital signal processing algorithms and application specific integrated circuits, coherent receivers in elastic optical networks will be capable of measuring link impairments in real time.
Liang Shu +5 more
semanticscholar +1 more source
Noninvasive detection of sympathetic neurocirculatory failure
Clinical Autonomic Research, 2000In sympathetic neurocirculatory failure (SNF), reflexive sympathetically mediated cardiovascular stimulation does not compensate for decreased cardiac filling. This explains orthostatic hypotension in chronic primary autonomic failure (CPAF). During phase 2 of the Valsalva maneuver (phase 2_L), blood pressure increases from its peak.
Goldstein, D.S., Tack, C.J.J.
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Data-Driven Gearbox Failure Detection in Industrial Robots
IEEE Transactions on Industrial Informatics, 2020Gearbox failures cost thousands of lost production hours in plants that use industrial robots. In this context, an automated monitoring system that can warn the user of an impending failure can save precious resources.
Sathish Vallachira +3 more
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