Adaptive optimal sampling methodology for zone-based probabilistic life prediction

Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference

Volumn 5, Issue , 2004, Pages 3408-3420

  Enright, Michael P ^a,c   Millwater, Harry R ^b,d   Huyse, Luc ^a,c  

^a SOUTHWEST RESEARCH INSTITUTE   (United States)

^b UNIVERSITY OF TEXAS AT SAN ANTONIO   (United States)

^c Reliability and Materials Integrity   (United States)

^d Mechanical Engineering

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; LAGRANGE MULTIPLIERS; MATHEMATICAL MODELS; MONTE CARLO METHODS; PROBABILITY; SAMPLING;

COMPUTATIONAL EFFICIENCIES; FAILURE PROBABILITY; OPTIMAL SAMPLING; SAMPLING-BASED SERIES SYSTEM RELIABILITY PREDICTIONS;

RELIABILITY;

EID: 16244395441     PISSN: 02734508     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.2514/6.2004-1829     Document Type: Conference Paper

References (21)

1. National Transportation Safety Board, "Aircraft Accident Report - United Airlines Flight 232 McDonnell Douglas DC-10-10 Sioux Gateway Airport, Sioux City, Iowa, July 19, 1989", NTSB/AAR-90/06, Washington, DC., 1990.
2. Aerospace Industries Association Rotor Integrity Subcommittee, "The development of anomaly distributions for aircraft engine titanium disk alloys," Proceedings, 38th Structures, Structural Dynamics, and Materials Conference, Kissimmee, FL, April 7-10, 1997, pp. 2543-2553.
3. Federal Aviation Administration, "Advisory Circular - Damage Tolerance for High Energy Turbine Engine Rotors," AC 33.14-1, U.S. Department of Transportation, Washington, DC., 2001.
4. Leverant, G.R., "Turbine Rotor Material Design - Final Report," DOT/ FAA/ AR-00/64, Federal Aviation Administration, Washington, DC., 2000.
5. Leverant, G.R., McClung, R.C., Millwater, H.R., and Enright, M.P, "A new tool for design and certification of aircraft turbine rotors", Journal of Engineering for Gas Turbines and Power, ASME, Vol. 126, No. 1, 2003, pp. 155-159.
6. McClung, R.C., Enright, M.P., Millwater, H.R., Leverant, G.R., and Hudak, S.J, "A software framework for probabilistic fatigue life assessment," Probabilistic Aspects of Life Prediction, ASTM STP 1450, ASTM International, West Conshohocken, PA, 2003 (in press).
7. Enright, M.P., Huyse, L., McClung, R.C., and Millwater. H.R, "Probabilistic methodology for life prediction of aircraft turbine rotors," Proceedings, 9th Biennial ASCE Aerospace Division International Conference on Engineering, Construction and Operations in Challenging Environments (Earth & Space 2004), R.B. Malla & A. Maji, Eds., ASCE, Houston, TX, March 7-10, 2004, pp. 453-460.
8. McClung, R.C., Enright, M.P., Lee, Y-D., Huyse, L., and Fitch, S.H.K, "Efficient fracture design for complex turbine engine components," Proceedings of the 49th ASME International Gas Turbine & Aeroengine Technical Congress, Vienna, Austria, June 14-17, 2004.
9. Hendawi, S. and Frangopol, D.M, "System reliability and redundancy in structural design and evaluation," Structural Safety, Vol. 16, No. 1, 1994, pp. 47-71.
10. Enright, M.P., and Frangopol, D.M, "Failure time prediction of deteriorating fail-safe structures," Journal of Structural Engineering, Vol 124, No. 12, 1998, pp. 1448-1457.
11. Ditlevsen, O., "Narrow reliability bounds for structural systems," Journal of Structural Mechanics, Vol. 7, No. 4, 1979, pp. 453-472.
12. Melchers, R.E., Structural Reliability Analysis and Prediction, John Wiley, New York, 1987.
13. Mahadevan, S. and Raghothamachar, P., "Adaptive simulation for system reliability analysis of large structures," Computers and Structures, Vol. 77, 2000, pp. 725-734.
14. Au, S.K. and Beck, J.L., "First excursion probabilities for linear systems by very efficient importance sampling," Probabilistic Engineering Mechanics, Vol. 16, 2001, pp. 193-207.
15. Mori, Y. and Kato, T., "Multinormal integrals by importance sampling for series system reliability," Structural Safety, Vol. 25, 2003, pp. 363-378.
16. Wu, Y.T., Enright, M.P., and Millwater, H.R.,"Probabilistic methods for design assessment of reliability with inspection," AIAA Journal, Vol. 40, No. 5, 2002, pp. 937-946.
17. Millwater, H.R., Enright, M.P., and Fitch, S.K, "A convergent probabilistic techniques for risk assessment of gas turbine disks subject to metallurgical defects," Proceedings of the 43rd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, Non-Deterministic Approaches Forum, Denver, CO, April 22-25, 2002, AIAA Paper 2002-1382.
18. Huyse, L., and Enright, M.P. "Efficient statistical analysis of failure risk in engine rotor disks using importance sampling techniques," Proceedings of the 44th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, Non-Deterministic Approaches Forum, Norfolk, VA, April 7-10, 2003, AIAA Paper 2003-1838.
19. Millwater, H.R., Shook, B.D., Guduru, S., and Constantinides, G, "Application of parallel processing methods to probabilistic fracture mechanics analysis of gas turbine disks," Proceedings, 45th Structures, Structural Dynamics, and Materials Conference, Palm Springs, CA, April 19-22, 2004.
20. Wu, Y.-T., Enright, M.P. and Millwater, H.R, "Efficient and accurate methods for probabilistic analysis of titanium rotors," Proceedings of the 8th ASCE Joint Specialty Conference on Probabilistic Mechanics and Structural Reliability, Kareem, Haldar, Spencer, and Johnson, eds, Notre Dame, IN, July 24-26, 2000, paper PMC2000-221.
21. Enright, M.P. and Millwater, H.R, "Optimal sampling techniques for zone-based probabilistic fatigue life prediction," Proceedings of the 43rd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, Non-Deterministic Approaches Forum, Denver, CO, April 22-25, 2002, AIAA Paper 2002-1383.