基于子空間辨識(shí)算法的壓電懸臂梁振動(dòng)主動(dòng)控制研究
[Abstract]:Mechanical structures of flexible materials are often prone to produce unnecessary vibration, which can lead to interference radiation and affect the performance of structures. Vibration suppression methods can be divided into passive and active methods. Traditional passive vibration control can not achieve ideal control effect. Active vibration control has many advantages, such as fast response speed, strong adaptive ability, high control precision and so on. It has become a research hotspot in the field of vibration control. The combination of piezoelectric intelligent material and active vibration control can make the vibration active control of the structure more advantageous. Aiming at the vibration control of piezoelectric cantilever beam, a real-time vibration signal acquisition system based on LABVIEW is designed, and the vibration control experiment is carried out with a cantilever beam with piezoelectric material on the surface as the experimental research object. In view of the complexity, nonlinearity and difficulty in modeling the vibration of flexible structures, this paper skips the complex mechanical-voltage modeling and uses subspace identification algorithm to identify the parameters of the system from the input and output data. And the detailed theoretical derivation is carried out. In the aspect of controller design, since the subspace identification method can get the optimal solution of LQG controller without getting the detailed parameters of the system model, this paper combines subspace identification with LQG optimal control to design the LQG optimal controller. The program block diagram and the main steps of the algorithm are also given. In order to verify the validity of the algorithm, this paper designs a subspace identification simulation test using Matlab, and uses the LABVIEW development environment combined with NI USB-6221 data acquisition card, charge amplifier, PC computer and other hardware to build a physical vibration control experimental platform. Vibration signal acquisition, analysis, display and control experiments are carried out. The experimental results show that the system can control the vibration of cantilever beam in real time and effectively, has strong adaptive ability, high control precision and ideal control effect. Compared with other traditional methods, the control method designed in this paper can greatly reduce the computational complexity and accelerate the response speed of the system on the basis of ensuring the accuracy of the model.
【學(xué)位授予單位】:蘭州理工大學(xué)
【學(xué)位級(jí)別】:碩士
【學(xué)位授予年份】:2014
【分類號(hào)】:TB535
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