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A resonance suppression method in platform style inertial reference unit via particle swarm optimization notch filter
1School of Precision Instrument and Optoelectronic Engineering, Tianjin University, Tianjin 300072, China.
Platform style inertial reference units (PIRUs) introduce mechanical resonance affecting line-of-sight stabilization. This study suppresses resonance using an asymmetric notch filter optimized by particle swarm optimization, significantly improving system performance.
Area of Science:
- Mechanical Engineering
- Control Systems Engineering
- Optical Engineering
Background:
- Inertial reference units (IRUs) are crucial for line-of-sight (LOS) stabilization in applications like laser communication and remote sensing.
- Platform style IRUs (PIRUs) offer higher bandwidth and precision than frame style IRUs but suffer from mechanical resonance due to flexure hinges.
- This resonance negatively impacts the performance of LOS stabilization systems.
Purpose of the Study:
- To model and identify the mechanical resonance in a PIRU.
- To develop and optimize a method for suppressing this resonance to enhance system performance.
- To achieve a higher control bandwidth for the LOS stabilization system.
Main Methods:
- An open-loop dynamic model of the PIRU was established.
- Identification experiments were conducted to quantify resonance peaks (28.7 dB at 27.07 Hz on the x-axis, 30.3 dB at 26.59 Hz on the y-axis).
- An asymmetric notch filter was designed and optimized using a particle swarm optimization algorithm with a custom fitness function to suppress resonance.
Main Results:
- The asymmetric notch filter effectively suppressed the identified mechanical resonance peaks.
- Resonance peaks were reduced by 97.88%.
- The system's control bandwidth was significantly increased, reaching 159.31 Hz.
Conclusions:
- The developed method successfully mitigates mechanical resonance in PIRUs.
- Optimized asymmetric notch filters enhance the precision and bandwidth of LOS stabilization systems.
- This approach enables more accurate target acquisition, pointing, and tracking under external disturbances.
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