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Active Vibration Control of Composite Cantilever Beams
Zhicheng Huang1, Fan Huang1, Xingguo Wang1
1College of Mechanical and Electrical Engineering, Jingdezhen Ceramic University, Jingdezhen 333001, China.
This study optimizes active vibration control for composite cantilever beams using particle swarm optimization (PSO) and linear quadratic regulator (LQR) feedback gain. Optimal controller parameters and piezoelectric layer placement effectively reduce vibrations with minimal cost.
Area of Science:
- Mechanical Engineering
- Materials Science
- Control Systems Engineering
Background:
- Composite cantilever beams are susceptible to vibrations, impacting their performance and longevity.
- Active vibration control is crucial for enhancing the structural integrity and functionality of such beams.
- Existing control methods may face challenges with model complexity and optimization.
Purpose of the Study:
- To develop an effective active vibration control strategy for composite cantilever beams.
- To optimize controller parameters using advanced algorithms for improved damping.
- To investigate the influence of component placement and excitation signals on control performance.
Main Methods:
- Finite element method (FEM) for establishing system dynamics.
- Golla-Hughes-McTavish (GHM) model for system representation.
- Particle Swarm Optimization (PSO) algorithm to optimize Linear Quadratic Regulator (LQR) feedback gain.
- Reduced-order modeling in physical and modal spaces.
Main Results:
- Optimized LQR feedback gain effectively balances control efficacy and cost.
- Placement of piezoelectric and viscoelastic layers near the fixed end significantly enhances vibration damping and reduces control cost.
- The reduced-order model demonstrates robust control performance across various excitation signals.
Conclusions:
- The proposed PSO-LQR method offers an efficient approach for active vibration control of composite beams.
- Strategic placement of damping layers is critical for maximizing performance and minimizing resource expenditure.
- Reduced-order models provide a practical and effective solution for vibration control in complex dynamic systems.
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