Airframe Structural Modeling and Design Optimization

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1 Airframe Structural Modeling and Design Optimization Ramana V. Grandhi Distinguished Professor Department of Mechanical and Materials Engineering Wright State University

2 VIM/ITRI Relevance Computational Mechanics is a field of study in which numerical tools are developed for predicting the multi-physics behavior, without actually conducting physical experiments Study the behavior of -- materials -- environmental effects -- strength/service life -- signature, radar cross-section -- etc. Experiments are conducted mainly for validation and verification

3 Modeling of individual components Vertical Tail Missile Fuselage Elevator Nose Wing

4 Simulation Based Design Physical Modeling Simulations Design Optimization Manufacturing Schemes Database Generation Cost Functions Design Variables Performance Limits Forging Extrusion Rolling Sheet Drawing Simulations Experiments Rapid Access/Decision Making

5 Airframe Design Create a Parametric definition, Structural Model Generate a Finite Element Model of the structure Perform a Finite Element Analysis Optimize the design for improved performance and reliability

6 Structural model Tip chord Leading edge Trailing Edge Root chord

7 Simulation Based Design - Goals Study the complex multi-physics behavior of the warfighter at hypersonic speeds and in combat environment Study the behavior of shocks in transonic region due to flow non-linearities vehicle response and control Develop high fidelity models for accurate performance measures Analyze wing structures with attached missiles. Reduce the modern vehicle development costs by performing simulations rather than costly physical experiments. --quickly and accurately analyze anything we can imagine

8 Development Challenges High fidelity simulation of integrated system behavior -- structures/aerodynamics/control/signature/plasma Design of lightweight high performance affordable vehicles Increase the structural safety, reliability and predictability Design critical components such as wing structures by including non-linear behavior models. Facilitate simulation of large-scale airframe structures in interdisciplinary design environment. Develop analysis procedures which are reliable for reaching the goal of certification by analysis instead of expensive trial-anderror component test procedures.

9 Material Characteristics Exceptional strength and stiffness are essential features of airframe parts. Low airframe weight boosts aircraft performance in pivotal areas, such as, range, payload, acceleration, and turn-rate. Advanced composite materials and high temperature materials offer reduced life-cycle costs but manufacturability challenges

10 Generating a Finite Element Model Finite element model is a discretized representation of a continuum into several elements. [ k ]{ q} = { p} [k] where is the elemental stiffness matrix {q} {p} is the elemental displacement matrix is the elemental load matrix Quadrilateral element Triangular element θ

11 Finite Element Analysis Equations describing the behavior of the individual elements are joined into an extremely large set of equations that describe the behavior of the whole system Assembly of finite elements [ K ]{ Q} = { P} [K] where assembled stiffness matrix {Q} {P} assembled displacement matrix assembled load matrix Finite Element model is used to study deflection, stress, strain, vibration, and buckling behavior in structural analysis

12 Finite Element Analysis (FEA) It is one of the techniques to study the behavior of an Airframe structure by performing: Stress Analysis Frequency Analysis Buckling Analysis Flutter Analysis Missiles and their influence Multidisciplinary design Optimization

13 Stress Analysis A structure can be subjected to air loads, pressure loads, thermal loads, and dynamic loads from shock or random vibration excitation and the airframe responses can be analyzed using FEA techniques. FEA takes into account any combination of these loads. A detailed finite element analysis, shows the stress distribution on a F -6 aircraft wing.

14 Forces acting on the wing Leading edge Tip chord Trailing Edge Root chord

15 Stress distributions along the wing Minimum Stress at tip chord Maximum Stress at root chord

16 Finite Element Analysis (FEA) It is one of the techniques to study the behavior of an Airframe structure by performing: Stress Analysis Frequency Analysis Buckling Analysis Flutter Analysis Missiles and their influence Multidisciplinary design Optimization

17 Frequency Analysis The dynamic response of a structure which is subjected to time varying forces can be predicted using finite element analysis. Frequency Analysis is performed to determine the eigenvalues (resonant frequencies) and mode shapes (eigenvectors) of the structure. An eigenvalue problem is represented as: [ K]{ x} = λ[ M ]{ x} λ where is an eigenvalue (natural frequencies) {x} is an eigenvector (mode shapes) The model can be subjected to transient dynamic loads and/or displacements to determine the time histories of nodal displacements, velocities, accelerations, stresses, and reaction forces.

18 Mode shapes of the Wing Structural model Mode : Bending mode (9.73 Hz) 26.5 Shear Elements Quadrilateral Elements 8 Rod Element 48

19 Wing Mode Shapes Structural model Mode 2: Torsion mode (34.73 Hz) 26.5 Shear Elements Quadrilateral Elements 8 Rod Element 48

20 Fluid- Structure Interaction Fluid structure interaction plays an important role in predicting the effect of a flow field upon a structure and vice-versa... M x+. C x + Kx = A(t) = Aerodynamic forces This interaction helps in accurately capturing the various aerodynamic effects such as angle of attack/deflections/ shocks. Structure Flow Field

21 Occurrence of Shocks Shock on the wing Wing Model Tip chord Leading edge Trailing Edge Root chord

22 Shock transmission on the wing

23 Finite Element Analysis (FEA) It is one of the techniques to study the behavior of an Airframe structure by performing: Stress Analysis Frequency Analysis Buckling Analysis Flutter Analysis Missiles and their influence Multidisciplinary design Optimization

24 Buckling Analysis Buckling means loss of stability of an equilibrium configuration, without fracture or separation of material. Buckling mainly occurs in long and slender members that are subjected to compressive loads. Long Slender member F = compressive load Before Buckling After Buckling

25 Buckling Phenomena in a Sensorcraft AFRL/VA Sensorcraft Concept Finite Element Model Buckling Phenomenon 562 grid pts 33 elements Next

26 Finite Element Analysis (FEA) It is one of the techniques to study the behavior of an Airframe structure by performing: Stress Analysis Frequency Analysis Buckling Analysis Flutter Analysis Missiles and their influence Multidisciplinary design Optimization

27 Flutter Analysis Flutter is an aerodynamically induced instability of a wing, tail, or control surface that can result in total structural failure. Flutter occurs when the frequency of bending and torsional modes coalesce. It occurs at the natural frequency of the structure.

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29 Finite Element Analysis (FEA) It is one of the techniques to study the behavior of an Airframe structure by performing: Stress Analysis Frequency Analysis Buckling Analysis Flutter Analysis Missiles and their influence Multidisciplinary design Optimization

30 Missiles and their influence Wing Tip Missile Under wing Missile

31 Influence of a Missile Missile Influence Structural dynamic effect Aerodynamic effect The natural frequency of the wing reduces due to increased mass ν = k / m This shows that frequency is inversely proportional to mass. Flutter speed of the wing increases/decreases depending on missile placement. As the center of gravity moves towards the leading edge the flutter speed increases. Design optimization is performed to place the missile at an optimal position.

32 Wing Model with Missile at the tip Structural Model Mode : Bending Mode (3.8 Hz) Missile Frequency of the wing first mode without a missile : Bending mode (9.73 Hz)

33 Wing Model with Missile at the tip Structural Model Mode 2: Torsion mode (7.84 Hz) Frequency of the wing second mode without a missile : Torsion mode (34.73 Hz)

34 Finite Element Analysis (FEA) It is one of the techniques to study the behavior of an Airframe structure by performing: Stress Analysis Frequency Analysis Buckling Analysis Flutter Analysis Missiles and their influence Multidisciplinary design Optimization

35 Design Optimization Optimization is required for: Improved performance High reliability Manufacturability Higher strength Less weight Tools used for optimization are: Sensitivity Analysis Approximation Concepts Graphical Interactive Design Conceptual and Preliminary Design Design with Uncertain and Random Data

36 Sensitivity Analysis Sensitivity analysis measures the impact of changing a key parameter in system response. The plot shows that the elements near the root chord are the most sensitive, and change in these element parameters will effect the stress distribution Sensitivity analysis plot.62e E-2 2.9E E-3 -.4E-2 -.7E E-2-3.4E-2-3.7E E E-2

37 Optimization of design variables (Thickness).6 Thickness Initial value Optimum value Rib Rib2 Rib3 Rib4 Rib5 Rib6 Rib7 Rib8 Rib9 4.23E- 4.8 E E- 7.5E- 7.5 E- 2.7 E E- 2.3 E-.68 E-.34 E-. E- Design Variables Optimum Thickness Distribution

38 Simulation Based Design Physical Modeling Simulations Design Optimization Manufacturing Schemes Database Generation Cost functions Design variables Performance limits Forging Extrusion Rolling Sheet Drawing Simulations Experiments Rapid Access/Decision Making

39 Forging Process

40 Forging Illustration

41 3-D view of a Mechanical part :Case study

42 Forging Simulation Top die Billet Bottom die Conventional approach (Peanut Shaped Billet)

43 Challenges in Process Simulation Modeling of forging dies Collection of material flow-data Thermal expansion Heat conductivity Flow stresses Appropriate boundary conditions. Nonlinear material behavior Optimal forging process parameters Press velocity Die and Billet temperature Die Shape Optimization Preforming Stages Preform Shapes Infinite paths to reach the final shape

44 Optimal Design Objectives Design for manufacturability Reduce material waste, i.e. achieve a net shape forging process by optimizing material utilization and scrap minimization. Eliminate surface defects, i.e. laps and voids. Eliminate internal defects, i.e. shear cracks and poor microstructure. Minimize effective strain and strain-rate variance in workpiece. Design optimal process parameters such as forming rate (die velocity) and initial workpiece and die temperatures.

45 Preform Design Engineering Preform Design Methods: Empirical guidelines based on designer s experience Computer aided design/geometric mapping Backward Deformation Optimization Method (BDOM) Current Design Methods: Backward tracing method Numerical optimization method

46 Preform Design of the billet Trimming the scrap Reducing the scrap Section After Die fill

47 Backward Simulation Preform Design Optimization Approach

48 Scrap Comparison for different initial billets Peanut Shape 2 % Scrap Preform Shape 5 % Scrap

49 Crankshaft (Ford Motor Company)

50 Crankshaft Forging - Initial Stage Top Die Billet Bottom die

51 Crankshaft undergoing deformation

52 Forging Challenges Incomplete die fill

53 Computational Engineering Visualize complex dynamics in multiphysics behavior Understand system response Visualization Modeling Visualize product quality (shape, defects) Defect detection Features extraction Imaging Database Development & Rapid access Manufacturing process Simulation Based Design Identify design limits High fidelity simulations for certification Design under competing goals