Neural Network Methods for Preventing Unstarts

Award Information
Agency:
Department of Defense
Branch
Air Force
Amount:
$500,007.00
Award Year:
1994
Program:
SBIR
Phase:
Phase II
Contract:
n/a
Award Id:
20238
Agency Tracking Number:
20238
Solicitation Year:
n/a
Solicitation Topic Code:
n/a
Solicitation Number:
n/a
Small Business Information
7001 Shallowford Road, Chattanooga, TN, 37421
Hubzone Owned:
N
Minority Owned:
N
Woman Owned:
N
Duns:
n/a
Principal Investigator:
Chadwick J. Cox
(615) 894-4646
Business Contact:
() -
Research Institute:
n/a
Abstract
We will use an innovative neural network algorithm to perdict and control National Aero-Space Plane(NASP) unstarts at the earliest possible moment. Unstarts present a design challenge to hypersonic aircraft. An unstart occurs when the pressure at the aft end of the engine flow path reaches a critical level. This overpressure causes a "choking" of the air flow. The flow tends to spill around the inlet and the pressures in the flowpath become excessively high. The thrust goes to zero. These high pressures can damage the engine and if the design is not sufficiently robust, an unstart could lead to loss of the vehicle. By predicting the unstart at the earliest possible moment, the prediction algorithm will give the control algorithm enough time to prevent the unstart. A few extra milliseconds additional lead time could improve control. We will compare traditional methods of pattern recognition against a neural network approach to determine if critical time could be gained with the neural approach. Technical Abstract F33657-93-C-2233

* information listed above is at the time of submission.

Agency Micro-sites


SBA logo

Department of Agriculture logo

Department of Commerce logo

Department of Defense logo

Department of Education logo

Department of Energy logo

Department of Health and Human Services logo

Department of Homeland Security logo

Department of Transportation logo

Enviromental Protection Agency logo

National Aeronautics and Space Administration logo

National Science Foundation logo
US Flag An Official Website of the United States Government