fuzzy pd cascade controller design for ball and beam system based on an improved aro technique
نویسندگان
چکیده
the ball and beam system is one of the most popular laboratory setups for control education. in this paper, we design a fuzzy pd cascade controller for a ball and beam system using asexual reproduction optimization (aro) technique. the ball & beam system consists of a servo motor, a grooved beam, and a rolling ball. this system utilizes a servo motor to control ball’s position on the beam. changing the angle of servo motor results in the movement of the beam and, subsequently, the ball rolling on it. we designed a fuzzy pd cascade and a pd cascade controller scheme which consists of the two controller loops. the first (outer) controller and the second (inner) controller are organized in a cascaded construction.
منابع مشابه
Fuzzy PD Cascade Controller Design for Ball and Beam System Based on an Improved ARO Technique
The ball and beam system is one of the most popular laboratory setups for control education. In this paper, we design a fuzzy PD cascade controller for a ball and beam system using Asexual Reproduction Optimization (ARO) technique. The ball & beam system consists of a servo motor, a grooved beam, and a rolling ball. This system utilizes a servo motor to control ball’s position on the beam. Chan...
متن کاملFuzzy Controller Design for Ball and Beam System with an Improved Ant Colony Optimization
In this paper, an improved ant colony optimization (ACO) algorithm is proposed to enhance the performance of global optimum search. The strategy of the proposed algorithm has the capability of fuzzy pheromone updating, adaptive parameter tuning, and mechanism resetting. The proposed method is utilized to tune the parameters of the fuzzy controller for a real beam and ball system. Simulation and...
متن کاملdesign of an analog fuzzy logic controller chip
fuzzy logic has been developed over the past three decades into a widely applied techinque in classification and control engineering. today fuzzy logic control is one of the most important applications of fuzzy set theory and specially fuzzy logic. there are two general approachs for using of fuzzy control, software and hardware. integrated circuits as a solution for hardware realization are us...
15 صفحه اولPID, I-PD and PD-PI Controller Design for the Ball and Beam System: A Comparative Study
This article addresses the design of PID, I-PD and PD-PI controller for the ball and beam system. The ball and beam system, a non linear one, has been linearised around the equilibrium point to obtain the linearised model transfer function. The PID controller has been tuned using ITAE criterion and the same set of parameters has been utilized for designing both the I-PD and PD-PI controller. Th...
متن کاملDesign of a Fuzzy Controller for Stabilizing a Ball-and-Beam System'
This paper presents the stability analysis and design of fuzzy controller for a nonlinear ball-and beam-system. An improved simple stability condition will be derived based on the Lyapunov's stability theory. The derived stability condition involves a smaller number of Lyapunov's conditions. A design of the membership functions of the fuzzy controller will be given. In our approach, the number ...
متن کاملLmi Lyapunov Based Ts Fuzzy Modeling and Controller Synthesis for a Nonlinear Ball and Beam System
Takagi-Sugeno (TS) fuzzy modeling and control techniques are applied to the classical nonlinear Ball and Beam problem. The nonlinear model is segmented to different local linear models. Local controllers are hence designed using LMI theory for achieving a robust control behavior for ball position. TS fuzzy modeling is applied to generate suitable fuzzy models, and the associated controllers. Us...
متن کاملمنابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
journal of computer and roboticsجلد ۵، شماره ۱، صفحات ۱-۶
کلمات کلیدی
میزبانی شده توسط پلتفرم ابری doprax.com
copyright © 2015-2023