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- Southwest Portland Flight Has Bird Strike Incident
January 1, 2012
- Iberia A340 Suffers Major Damage by Bird Strike
May 13, 2012
- Bird Strike Hits US Airways 757 at Orlando, Damages Radome
May 14, 2012
-
AirTran 717 Jet Returns to Orlando Due to Bird StrikeJuly 25, 2012
- United 757 Jet Suffers Bird Strike While Landing at Portland
November 20, 2012
http://airnation.net/
Bird Strike Incidents Few From Many
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Figure 2: Damage
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Bird strike accidents are common and dangerous in the Aerospaceindustry
- Over 250 passengers and crew have been killed since 1988
- Wild life strikes cost the US civil aviation industry $700 MN and
500,000 downtime hours every year
- FAA certification requires an aircraft to land safely after impact
About Bird Strikes
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Figure 1: Percentage of damage due to
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FAA Requirements
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29/01/2016 FAR COMPONENTS BIRD MASS AIRCRAFT SPEED SPECIFIC REQUIREM
25.571(e)(1) General Structure 4lb Vc @sea Level .85 Vc Successful completio
25.631 Empennage 8lb Continued safe flight
25.775 (b) Windshield 4lb Bird does not penetra
25.775 (c) Windshield No specified No specifiedMinimize danger to pi
windshield fragments
25.1323(j)Duplicate Pitot
TubesNo specified No specified Bird does not damage
29.631 General Structure 2.2 lbLesser of Vh or V Ne to
8000 ft
Continued safe flight
(Category A) Safe Lan
25.775(h)(1) Wind Shield 2 lbMaximum flap
approach speedBird does not penetra
23.1323(f) Duplicate pitot tube Bird does not damage
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Aircraft engines and structures are tested by firing dead chickensfrom a cannon at varying weights and speeds
- These tests require a lot of planning and cost millions of dollars
- Which increases the product life cycle and cost
-Leads to killing of countless bird in the process of testing &
certification
- Reusability after damage
Bird Strike Testing
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Figure 3: Bird strike test
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- Increased computational capability in the recent advancements
in FEA facilities use of different simulations techniques with
better accuracy
- # of commercial software's and techniques are available in the
market
- High skilled engineers are required
- Accuracy varies from software to software from user to user
- FE modeling time is more (60-70% of total time)
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Figure 4: Computer based bird
Business problems: Bird Strike Simulation
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Right method for the right purpose
-Lagrangian method
- Coupled Eulerian Langrangian method (CEL)
- Smooth Particle Hydrodynamics (SPH)
Fastener/Riveted Joints Modeling
- # of joints
- Damage model for fastener under impact loads
-Accurate modeling of fasteners is time consuming / complex
- Micro level mass matching around fastener hole
FEM Setup time, run time and accuracy of pressure and deflection
Technology Challenges
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SafeBird : Solution Architecture
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SafeBird is a Intelligent platform which integrates Catia, Hyper mesh and LSDYNA/Abaqus for birds strike
Objective
The objective is to help and guide the user on to carry out bird strike analysis and to solve the same consideparameters
Figure 5: SafeBIrd Solution Architecture
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About SafeBirdTM
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Geometry
from CAD
Application Interface
Input
Multiple Iterations to
Optimize Simulator
Option to browse the CAD
step input file
Options to interact with HM
in batch/interactive mode &
execute the HM Processes
Options to interact with
Abacus/LSDyna in interactive
mode & execute the AbacusProcesses
Hyp
Pro
Meshing of Model
Mesh Quality checks
Fastener creations
Material assignment
Abac
Proc
Meshed model from HM
Apply BCs
Perform Checks
Solve Analysis
Reporting
Results
Output
Figure 6: SafeBird flow diagram
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Bird of mass 4 lbs is simulated
Bird material accounts 10% material porosity
Bird FEM idealized with
- Lagrangian solid element (C3D8R) Pure Lagrangian
-Particle element (PC3D) SPH
- Eulerian element (EC3D8R) CEL
Bird geometry idealized by a cylinder with hemispherical ends
Figure 7: Bird M
Analysis method
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- Nodes are associated to particle in the material
- Easy to track history dependent materials
- Bird mass is fixed
-
Decrease of time value causes convergence issues- Excessive distortion produce
Figure 8: Soft Body Impactor Modeling using P
Pure Lagrangian
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-Mesh remains fixed, material flows through the mesh
- Imactor fluid like body Eulerian element
- Target solid structure Lagrangian elements
- No stability problems
- Loss of bird mass
- Computational domain is large
- High computational cost
- Fine mesh for accurate results
Coupled Eulerian Lagrangian (CEL)
Figure9: : Soft Body Impact
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-Solid FE mesh is replaced by a set of discrete
interacting particles
- It has variable connectivity which allow severe
distortions
- Knowledge of interaction with the neighboring
particles is important- For neighboring search, bucket sort algorithm is
used
- Average number of particles associated with an
element is 30 50
Figure 10 : Soft Body Impactor Modeling u
Smooth Particle Hydrodynamics (SPH)
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Bird Strike occurs at relatively high
speeds
Flow of bird material lead tospreading the impact forces
When soft body impacts a target, acomplex pressure field is formed
Pressure time response shows 3distinctive stages
- Initial impact phase
- Shock propagation phase
- Steady flow phase
Pressure Variation- Soft Impact
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Figure 11: Press ure variation in a soft body impact
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Equation of State (EOS) Validation
- Validation is done by comparing the Hugoniot and
stagnation pressures developed
- At a velocity of 116 m/s and 225 m/s, Pure Langrangian,
CEL , SPH, theoretical and experimental values are
compared
Figure 12-a: Stagnation Pressure variatio
Figure 12-b: Hogoniot Pressure variatio
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PURE LANGRANGIAN CEL SPH
Advantages Time for FEM is less
Energy conservation and
computation time is less
Time for FEM is low
Actual behavior is simulated
Better accuracy and stability
Difficulties deformatio
resolved
ComputatioHigher accu
Disadvantages Less accurate, excessive
element distortion leading to
instability
Computation time is high
Accuracy at the cost of
computation time
Time for FE
Recommendation Preliminary checks for FEM
formulation
Best used where detailed fluid
response is required
When sever
expected
Comparison summary
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BSSI is calculated using the following parameters
-FEM setup time
- Run time
- Accuracy
BSSI is a holistic index, which helps the user to choosethe method to simulate bird strike analysis
ACCURACY FEM SETUP TIME RUN TIME
SPH 8 5 2
Pure Lagrangian 1 2 2
CEL 5 3 8
BSSI Bird Strike Simulation Index
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- In high velocity impact , fasteners will take both shear and tensile loads of high m
- Fasteners were defined with coupled behavior
- Fasteners play a critical role in deciding the probable failure location and the failu
- Fasteners are modelled as connector element type CON3D2 in ABAQUS
- The elastic properties of fastener material such as stiffness, fastener allowable a
modulus were taken from (MMPDS01, FAA)
-The connector elasticity behavior was assigned to connector
- The connector progressive damage behavior was assigned by defining force bas
initiation criteria and motion based damage evolution criteria available in ABAQU
Fastener Simulation
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Simulation Results
Fastener failure was observed in both methods at impact locations but failed to pre
structure failure which developed as crack propagation between riveted joints
Figure 13: Simulation results comparison
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- A finer mesh was modeled with the
intention of observing the crack
formation
- Fastener hole equivalent volume is
subtracted
-With a finer mesh, the penetration
observed is relatively greater than
coarser mesh
Alternate fastener damage model
Figure 14: Different FE mesh sizing
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Experimental vs Simulation
Figure 14: results comparison with published paper
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Damage of wing flap structure
Experimental vs Simulation
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- Bird strikes incidents are common and are great threat to the passengers and crew and r
significant damage to the aircraft
- FAA Mandates bird strike testing and that requires lot of planning , time and cost
- Computer simulations help to save cost, time and no of birds
- SafeBird is intelligent integrated platform to integrate cad, meshing and FE solver
- SafeBird save time and help less expertise user to perform bird strike analysis
- Data needs to feed continuously to SafebBird knowledge base
- Present methodology predicts results with 98% of accuracy.
Summary & Conclusions