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• One complete airplane development requires about 50,000 to 100,000 aerodynamic simulations.
• Flight test is used to validate and certify that the aircraft is safe over the entire range flight conditions mandated by law.
• The challenge is to further push the use of CFD into the edges of the flight envelope.
Velocity - VEAS
The Flight Envelope
Higher quality data earlier in the design phase for Multidisciplinary Design Optimization – big driver on reducing cost “Good enough” aerodynamic data base to reduce number of design cycles Higher quality full scale flight simulation – avoid costly surprises in flight test
What is the Measure of Value in Computational Fluid Dynamics?
• The value of reduced wind tunnel testing due to the use of CFD
In the past 20 years the use of CFD has provided significant cost savings. This is a small fraction of the value CFD delivered.
A much greater value of CFD in the Commercial arena is………..
• The added value of the product due to the use of CFD Achieving design solutions that are otherwise unreachable. Shortening the design development process. Getting it right the first time. NOT getting it right the first time results in:
Very lengthy and costly development to fix it Possible cancelation/termination of the program Putting the Company at risk
Cost and Flowtime Characteristics of Wind Tunnels and CFD
One complete airplane development requires about 50,000 toOne complete airplane development requires about 50,000 to100,000 aerodynamic simulations100,000 aerodynamic simulations
Today Desired Future State
10 100 1,000 10,000 100,000
Cost,Flowtime
Number of Simulations10 100 1,000 10,000 100,000
Number of Simulations
CFD – Design, MostData Base Building
Wind Tunnel – Validation
Special Conditions
CFD
Wind Tunnel
Data BaseBuilding
The use of new CFD is driven by desperation.Desperation to remain competitive!
• CFD exists to enable new solutions to problems, reduce airplane development cost, and reduce time to market
• CFD can allow you to safely explore areas of the flight regime without putting a pilot at risk
• CFD can allow you to analyze conditions for which physical simulation is either very expensive or not possible, such as hypersonic propulsion systems and full flight Reynolds number testing
• Accuracy, robustness and timeliness are the keys to acceptance and use in an industrial environment
• Impediments: applications that do not scale well (to 1000’s of processors with sufficient memory) – this is science; resources to run 1000s of flight conditions on 100’s of processors – this is the business of engineering