SAE ARD 50069 : 2002
Withdrawn
A Withdrawn Standard is one, which is removed from sale, and its unique number can no longer be used. The Standard can be withdrawn and not replaced, or it can be withdrawn and replaced by a Standard with a different number.
NEURAL NETWORK APPLICATIONS FOR ENGINE CONDITION MONITORING
03-01-2016
12-01-2013
1 SCOPE
1.1 Purpose
1.2 Field of Application
2 REFERENCES
2.1 Applicable Documents
2.2 Applicable References
2.3 Definitions
2.4 Acronyms
3 ARTIFICIAL NEURAL NETWORK METHODOLOGY
3.1 ANN Structure and Learning
3.2 Potential Benefits
3.3 Limitations of Neural Networks for Condition Monitoring
4 GENERIC ENGINE CONDITION MONITORING PROCESS
4.1 Sensor Signal Conditioning and Digitization
4.2 Sensor Signal Range and Validity Tests
4.3 Virtual Sensor Generation
4.4 Feature Extraction
5 EXAMPLES OF NEURAL NETWORK APPLICATIONS
5.1 Helicopter Drive Shaft Monitoring
5.2 AGT-1500 Gas Turbine Engine
5.3 Electrostatic Engine Monitoring System (EEMS)
6 GUIDELINES FOR THE USE OF ANN
6.1 SAE E-32 Survey Letter
6.2 Survey Results
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