DocumentCode :
3011747
Title :
Intelligent control of nonlinear inverted pendulum dynamical system with disturbance input using fuzzy logic systems
Author :
Prasad, Lal Bahadur ; Gupta, Hari Om ; Tyagi, Barjeev
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Technol. Roorkee, Roorkee, India
fYear :
2011
fDate :
15-17 Dec. 2011
Firstpage :
136
Lastpage :
141
Abstract :
The inverted pendulum, a highly nonlinear unstable system is used as a benchmark for implementing the control methods. Fuzzy control, one of the intelligent control techniques, uses the human expert knowledge to make control decisions. In this paper the modeling and control design of nonlinear inverted pendulum-cart dynamic system with disturbance input have been presented. Here PID control and fuzzy control methods using Mamdani and Takagi-Sugeno-Kang (TSK) fuzzy inference systems have been implemented. The MATLAB-SIMULINK models have been developed for simulation of the control schemes. The simulation results justify the comparative advantages of fuzzy control methods.
Keywords :
control system synthesis; fuzzy control; fuzzy reasoning; intelligent control; nonlinear dynamical systems; pendulums; three-term control; MATLAB-SIMULINK models; Mamdani fuzzy inference systems; PID control; Takagi-Sugeno-Kang fuzzy inference systems; control decisions; control design; disturbance input; fuzzy control methods; fuzzy logic systems; human expert knowledge; intelligent control techniques; nonlinear inverted pendulum-cart dynamic system; nonlinear unstable system; Angular velocity; Equations; Force; Fuzzy control; Mathematical model; Oscillators; Simulation; Inverted pendulum; Mamdani FIS; PID control; TSK FIS; disturbance input; fuzzy control; intelligent control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Recent Advancements in Electrical, Electronics and Control Engineering (ICONRAEeCE), 2011 International Conference on
Conference_Location :
Sivakasi
Print_ISBN :
978-1-4577-2146-5
Type :
conf
DOI :
10.1109/ICONRAEeCE.2011.6129799
Filename :
6129799
Link To Document :
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