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Practical Fixed-Time Active Surge Control of Aero-Engines
IEEE Transactions on Cybernetics
|April 1, 2025
Summary
This study introduces a new fixed-time active surge control for aero-engines, improving stability and reducing surge fault duration despite model uncertainty. This enhances engine adaptability and service life.
Area of Science:
- Aerospace Engineering
- Control Systems
Background:
- Active surge control enhances aero-engine performance but faces challenges with model uncertainty and long surge fault durations.
- Conventional methods struggle to adapt to changing engine dynamics and ensure rapid fault recovery.
Purpose of the Study:
- To propose a novel fixed-time active surge control scheme for aero-engines.
- To improve adaptability to model changes and extend engine service life.
- To address limitations of conventional methods in handling model uncertainty and surge faults.
Main Methods:
- Utilized a radial basis function (RBF) neural network to approximate complex aero-engine dynamics under model uncertainty.
- Developed an adaptive law to optimize the RBF neural network's weight vectors.
- Designed a fixed-time controller to stabilize compressor dynamics by adjusting intake airflow, ensuring rapid fault convergence.
Main Results:
- The proposed scheme effectively approximates system dynamics and adapts to model changes.
- The fixed-time controller ensures rapid stabilization of compressor dynamics, significantly reducing surge fault duration.
- Simulations on a turbofan aero-engine demonstrate the method's superior performance.
Conclusions:
- The novel fixed-time active surge control scheme offers superior performance in expanding stable working ranges and reducing performance loss.
- The method enhances aero-engine adaptability to model variations and extends operational lifespan.
- This approach provides a robust solution for managing surge instability in aero-engines.
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