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Research On Balance Control For Pendubot System Based On Virtual Unmodeled Dynamics Compensation

Posted on:2014-01-02Degree:MasterType:Thesis
Country:ChinaCandidate:C Y ZhaoFull Text:PDF
GTID:2308330482952680Subject:Control engineering
Abstract/Summary:PDF Full Text Request
Pendubot (pendulum robot), as a typical nonlinear underactuated mechanical system, is playing a leading role in modern industrial, by reducing the number of the components, lightening the weight of the equipment and lowering the cost. Consequently, there is a high theoretical and practical value in this kind of system.When the Pendubot is at a balance posture, it has a complex characteristic of nonlinearity and underactuated. An excellent robustness and a good dynamic response cannot be guaranteed by traditional linear controllers, because the impact of higher order nonlinear term of the system is not considered. As a result of that, it is necessary to study the uncertainties of the Pendubot system.With the support of National Key Laboratory of Synthetical Automation for Process Industries (Northeastern University), making a full use of historical data,a PD balance control algorithm based on vitural unmodeled dynamics compensation is proposed in order to overcome the drawbacks of the traditional balance control method, and its validity and advantage has been proved by simulations and real-time experiments. The main contributions are summarized are as follows:1. The dynamics model of the Pendubot has been established by using the Lagrange dynamics equation. As the model for controller design, a parallel subsystem form is analyzed based on that dynamics model, which is constituted by a low-level linear term and a higher order nonlinear term.2. In order to solve the algorithm problem of the balance control for Pendubot. A new PD balance control algorithm based on a virtual unmodeled dynamic compensator is proposed based on the historical data of the system because of the higher order nonlinear term in the model and the lack of estimation for the known data. This thesis designed a PD balance controller and compensator. The simulation research of the balance control algorithm proposed in this paper is introduced on MATLAB/Simulink environment, based on the top balance position. The results of the simulation are analyzed in two aspects, which are the range of balance control and the robustness.3. The new balance controllers that designed are applied on Pendubot system, the result of the real-time experiments has been analyzed. The effect of the new method is compared with the LQR balance controller. By analyzing the performance, it shown that the weakness of the traditional balance algorithm, such as the poor stable ability and the output of the controller, is overcame, and the robustness and convergence speed of the system is improved. The validity and advantage of the PD control algorithm with virtual unmodeled dynamics compensation has been proved.
Keywords/Search Tags:underactuated mechanical system, Pendubot, PD controller, virtual unmodeled dynamics, compensator
PDF Full Text Request
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