Neural network burst pressure prediction in fiberglass epoxy pressure vessels using acoustic emission

Materials Evaluation

Volumn 56, Issue 12, 1998, Pages 1395-1401

  Fisher, Marcus E ^a   Hill, Eric V K ^b  

^a LOCKHEED MARTIN   (United States)

^b Advanced Dynamics and Control Laboratory   (United States)

Author keywords

Acoustic emission; Burst pressure; Epoxy; Neural network; Pressure vessels

Indexed keywords

ACOUSTIC EMISSION TESTING; ASTM STANDARDS; BACKPROPAGATION; BOTTLES; ERRORS; FORECASTING; GLASS FIBERS; PRESSURE VESSELS; ACOUSTIC EMISSIONS; EPOXY RESINS; PRESSURE EFFECTS; PRESSURIZATION; STRENGTH OF MATERIALS; TEMPERATURE;

ACOUSTIC EMISSION DATA; ACOUSTIC-EMISSIONS; AMPLITUDE DISTRIBUTIONS; BACK-PROPAGATION NEURAL NETWORKS; BURST PRESSURES; EPOXY; NEURAL-NETWORKS; PREDICTION ACCURACY; TRAINING SETS; TRANSDUCER CONFIGURATION;

NEURAL NETWORKS;

AMPLITUDE DISTRIBUTION FREQUENCIES; BURST PRESSURE PREDICTION; FIBERGLASS EPOXY PRESSURE VESSEL;

EID: 0032304618     PISSN: 00255327     EISSN: None     Source Type: Trade Journal    
DOI: None     Document Type: Article

References (10)

1. Fausett, L.V., Fundamentals of Neural Networks: Architectures, Algorithms, and Applications, Prentice Hall, Englewood Cliffs, NJ, 1994, pp. 328-330.
2. Hill, Eric v.K., "Neural Network Prediction of Aluminum-Lithium Weld Strengths from Acoustic Emission Amplitude Data," Materials Evaluation, Vol. 51, No. 9, September 1993, pp. 1040-1045, 1051.
3. Hill, Eric v.K., and Ted J. Lewis, "Acoustic Emission Burst Pressure Prediction in 5.75 inch Diameter Fiberglass Epoxy Pressure Vessels," Proceedings of 35th International SAMPE Symposium and Exhibition, Society for the Advancement of Materials and Process Engineering, Covina, California, 1990, pp. 2189-2201.
4. Hill, Eric v.K., James L. Walker, II, and Ginger H. Rowell, "Burst Pressure Prediction in Graphite Epoxy Pressure Vessels Using Neural Networks and Acoustic Emission Amplitude Data," Materials Evaluation, Vol. 54, No. 6, June 1996, pp. 744-748, 754.
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6. Kalloo, Frederick R., Predicting Burst Pressures in Filament Wound Composite Vessels Using Acoustic Emission Data, M.S. Thesis, Embry-Riddle Aeronautical University, 1988.
7. Kouvarakos, M., and Eric v.K. Hill, "Isolating Tensile Failure Mechanisms in Fiberglass Epoxy from Acoustic Emission Signal Parameters," Materials Evaluation, Vol. 54, No. 9, September 1996, pp. 1025-1031.
8. Tenant-Smith, J., Basic Statistics, Butterworth & Co. Ltd., London, England, 1985, p. 106.
9. Walker, James L., and Eric v.K. Hill, Composite Ultimate Strength Prediction from Acoustic Emission Amplitude Data, Presented at the 3rd Conference on Nondestructive Evaluation for Aerospace Requirements, Huntsville, Alabama, June 4-6, 1991.
10. Walker, James L., Composite Structure Ultimate Strength Prediction from Acoustic Emission Amplitude Data, M.S. Thesis, Embry-Riddle Aeronautical University, 1990.