Uncertainty Quantification for Airframes: Current Status, Needs, and Suggested Directions

Widespread interest in uncertainty quantification methods for airframe design and certification is driven by the desire to realize acquisition and operational cost savings through increased reliance on analysis, the goal being to design and produce more robust airframes. General sources of uncertainty are described that complicate airframe design and testing, thereby contributing to the high cost of airframes. Recent applications of uncertainty quantification are reviewed with the objective of highlighting promising research and transition applications. Finally, several challenges and needs are explored to suggest future steps that must be completed to enable practical application of uncertainty quantification in airframe design and certification.

[1]  Stuart G. Reid Specification of design criteria based on probabilistic measures of design performance , 2002 .

[2]  Bruce R. Ellingwood,et al.  Acceptable risk bases for design of structures , 2001 .

[3]  Chris L. Pettit,et al.  Prediction of Nonlinear Panel Response Using Proper Orthogonal Decomposition , 2001 .

[4]  Daniel J. Segalman,et al.  An Initial Overview of Iwan Modeling for Mechanical Joints , 2001 .

[5]  Marty Brenner,et al.  Flutterometer: An On-Line Tool to Predict Robust Flutter Margins , 2000 .

[6]  N Oreskes,et al.  Verification, Validation, and Confirmation of Numerical Models in the Earth Sciences , 1994, Science.

[7]  Earl A. Thornton,et al.  Thermal Structures for Aerospace Applications , 1996 .

[8]  Moshe Idan,et al.  Aeroservoelastic design process using structural optimization and robust control methods , 2000 .

[9]  James H. Starnes,et al.  Design and manufacturing of aerospace composite structures, state-of-the-art assessment , 2002 .

[10]  Max Henrion,et al.  Uncertainty: A Guide to Dealing with Uncertainty in Quantitative Risk and Policy Analysis , 1990 .

[11]  B. Laschka,et al.  Euler solutions for airfoils in inhomogeneous atmospheric flows , 1999 .

[12]  Chris L. Pettit,et al.  Effects of Uncertainty on Nonlinear Plate Response in Supersonic Flow , 2002 .

[13]  Kurt Maute,et al.  Reliability-based design optimization of aeroelastic structures , 2002 .

[14]  Chris L. Pettit,et al.  Effects of Uncertainty on Nonlinear Plate Aeroelastic Response , 2002 .

[15]  Sankaran Mahadevan,et al.  Probabilistic Analysis of Composite Structure Ultimate Strength , 2002 .

[16]  Bilal M. Ayyub,et al.  Elicitation of expert opinions for uncertainty and risks: Answer to the Book Review by Roger M. Cooke , 2003, Fuzzy Sets Syst..

[17]  C. S. Manohar,et al.  Progress in structural dynamics with stochastic parameter variations: 1987-1998 , 1999 .

[18]  Rick Lind Match-Point Solutions for Robust Flutter Analysis , 2002 .

[19]  Henry T. Y. Yang,et al.  Reliability and nonlinear supersonic flutter of uncertain laminated plates , 1993 .

[20]  Sankaran Mahadevan,et al.  Corrosion fatigue reliability of aging aircraft structures , 2001 .

[21]  Sankaran Mahadevan,et al.  Integration of computation and testing for reliability estimation , 2001, Reliab. Eng. Syst. Saf..

[22]  Mohammad Aminpour,et al.  Reliability based MDO for aerospace systems , 2001 .

[23]  R. Ibrahim Structural Dynamics with Parameter Uncertainties , 1987 .

[24]  Thomas Hess,et al.  Evolution of U.S. military aircraft structures technology , 2002 .

[25]  Dimitri N. Mavris,et al.  A Stochastic Design Approach for Aircraft Affordability , 1998 .

[26]  Kuen Y. Lin,et al.  Equivalent Level of Safety Approach to Damage-Tolerant Aircraft Structural Design , 2002 .

[27]  Frank Abdi,et al.  Durability, and reliability analysis for flight qualified structural integrity , 2000 .

[28]  E. Nikolaidis,et al.  DESIGN OF AIRCRAFT WINGS SUBJECTED TO GUST LOADS : A SAFETY INDEX BASED APPROACH , 1991 .

[29]  D. G. Liaw,et al.  Reliability of uncertain laminated shells due to buckling and supersonic flutter , 1991 .

[30]  Sankaran Mahadevan,et al.  Reliability Analysis of Rotorcraft Composite Structures , 2001 .

[31]  G. Hazelrigg Systems Engineering: An Approach to Information-Based Design , 1996 .

[32]  Robert E. Melchers,et al.  Structural Reliability: Analysis and Prediction , 1987 .

[33]  S. M. Spottswood,et al.  Comparing Fatigue Life Estimates Using Experimental and Spectral Density Based Probability Distributions , 2001 .