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Research On Fuzzy Control Algorithm Of Inverted Pendulum System

Posted on:2006-11-02Degree:MasterType:Thesis
Country:ChinaCandidate:X HongFull Text:PDF
GTID:2168360152971644Subject:Mechanical and electrical engineering
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Inverted pendulum system is multivariable, nonlinear, strong-coupling and instability naturally. The research of inverted pendulum has many important realistic meaning in the research such as, the walking of biped robot, the lunching process of rocket and flying control of helicopter, and many correlative productions has applications in the field of technology of spaceflight and subject of robot.Fuzzy control theory is introduced to study simulation and the controlling problem in realtime of inverted pendulum in this paper. Success of control of hardware pendulum system proves that this controller has very good stability, robustness and adaptability. Main research work is declared below:1. The mathematical model of single inverted pendulum and double inverted pendulum is proposed. It is proved that open control inverted pendulum system is instability, but it is controllable and observable on equilibrium point. At same time comparative controllability of double inverted pendulum is much smaller than single inverted pendulum, so control of double inverted pendulum is more difficult.2. Research on fuzzy control algorithm of inverted pendulum system. The dimension of input varieties of fuzzy controller is depressed by designing a fusion function using optimization control theory, and it can reduce the rules of fuzzy sharply, 'rule explosion' problem is solved. The infection of quantification factors to effect of control is studied. The quality of fuzzy controller is improved by adding auto switching quantification factors.3. The simulation of fuzzy control of inverted pendulum system. It is introduced how to realize the simulation of the inverted pendulum system by the SIMULINK5.0 Toolbox. Specially Mask function is applied, it makes simulation model more agility, simulation work become more convenient. Simulation experiment of the fuzzy control of inverted pendulum is very well implemented by using fuzzy control theory, that the result shows that it not only has quite good stability, but also is able to make the cart of the pendulum moving to the place where it is appointed by us in advance, along the orbit.4. Fuzzy control algorithm is programmed by Borland C++, control of inverted pendulum hardware system is realized. Moreover, the response curves of each state variable and the curve of control quantity when the pendulum is stable or being disturbed are presented. At last, several photos when the pendulum is stable are shown.
Keywords/Search Tags:Inverted pendulum, Fuzzy control, Fusion function, Quantification factors, Computer control
PDF Full Text Request
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