Fractional order PID controller tuned by bat algorithm for robot trajectory control

نویسندگان

چکیده

<span>This paper deals with implementing the tuning process of gains fractional order proportional-integral-derivative (FOPID) controller designed for trajectory tracking control two-link robotic manipulators by using a Bat algorithm. Two objective functions weight values assigned has been utilized achieving minimization operation errors in joint positions and torque outputs manipulators. To show effectiveness algorithm FOPID parameters, comparison made particle swarm optimization (PSO). The validity proposed controllers examined case presence disturbance friction. results simulations have clearly explained efficiency tuned as compared PSO </span>

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Fractional Order PID Controller for Diabetes Patients

This paper proposes an optimized control policy over type one diabetes. Type one diabetes is taken into consideration as a nonlinear model (Augmented Minimal Model), which is implemented in MATLAB-SIMULINK. This Model is developed in consideration of the patient's conditions. There are some uncertainties in the regarded model due to factors such as blood glucose concentration, daily meals or su...

متن کامل

PD-fuzzy controller tuned with PSO for robot trajectory control

In this paper, a 2 DOF planar robot was controlled by Mamdani type-PD-Fuzzy Logic Controller (FLC) tuned with particle swarm algorithm (PSO). In a tuning process of PD-FLC, several trajectories were applied to the robot system. The parameters of fuzzy controller were updated based on squared mean error cost function. The PD-FLC tuned by PSO was tested with a different trajectory. The error of t...

متن کامل

fractional order pid controller for diabetes patients

this paper proposes an optimized control policy over type one diabetes. type one diabetes is taken into consideration as a nonlinear model (augmented minimal model), which is implemented in matlab-simulink. this model is developed in consideration of the patient's conditions. there are some uncertainties in the regarded model due to factors such as blood glucose concentration, daily meals ...

متن کامل

Adaptive Fractional PID Controller for Robot Manipulator

 *Intelligent Research Group, Babol (Noushirvani) University of Technology, Faculty of Electrical and Computer Engineering, P.O. Box 47135-484, Babol, Iran,( [email protected]) **Hamedan university of Technology, Faculty of Electrical Engineering,([email protected]),Hamedan, Iran *** Department of Electrical, Electronic and Automation Engineering, Industrial Engineering School,University o...

متن کامل

Fractional-order PID controller optimization via improved electromagnetism-like algorithm

Based on the electromagnetism-like algorithm, an evolutionary algorithm, improved EM algorithm with genetic algorithm technique (IEMGA), for optimization of fractional-order PID (FOPID) controller is proposed in this article. IEMGA is a population-based meta-heuristic algorithm originated from the electromagnetism theory. It does not require gradient calculations and can automatically converge ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Indonesian Journal of Electrical Engineering and Computer Science

سال: 2021

ISSN: ['2502-4752', '2502-4760']

DOI: https://doi.org/10.11591/ijeecs.v21.i1.pp74-83