Adapted Fuzzy Fractional Order proportional-integral controller for DC Motor

Fuzzy proportional integral derivative (PID) controllers have been improved and applied to many fields for over the last years. In this paper, the Fuzzy Fractional Order proportional-integral (FFOPI) controller is proposed in order to control speed of DC motors. This controller is utilized to maintain the rotational speed of the DC motor at a desired reference speed to satisfy proper motor operation in a variety of industrial applications. Therefore, in this work, a fuzzy system is applied for determination the coefficients of a Fractional Order proportional-integral (FO- PI) controller. The simulation results revealed that the proposed FFOPI controller provides good achievement and robustness under different DC motor speed references and load conditions.

[1]  Young Seok Lee,et al.  Disturbance Observer-based Proportional-type Position Tracking Controller for DC Motor , 2018 .

[2]  Arezki Fekik,et al.  Control of separately excited DC motor with series multi-cells chopper using PI - Petri nets controller , 2018 .

[3]  Yong Wang,et al.  Robust analysis and synthesis for a class of fractional order systems with coupling uncertainties , 2015 .

[4]  I. Petras,et al.  The fractional - order controllers: Methods for their synthesis and application , 2000, math/0004064.

[5]  Ahmad Taher Azar,et al.  Robust Adaptive Supervisory Fractional Order Controller for Optimal Energy Management in Wind Turbine with Battery Storage , 2017, Fractional Order Control and Synchronization of Chaotic Systems.

[6]  Adel A. El-Samahy,et al.  A modified design of PID controller for DC motor drives using Particle Swarm Optimization PSO , 2009, 2009 International Conference on Power Engineering, Energy and Electrical Drives.

[7]  G. MadhusudhanaRao,et al.  A Neural Network Based Speed Control for DC Motor , 2009 .

[8]  Nasri Abdelfatah,et al.  Efficiency of particle swarm optimization applied on fuzzy logic DC motor speed control , 2008 .

[9]  Aleksei Tepljakov,et al.  FOMCON: Fractional-Order Modeling and Control Toolbox , 2017 .

[10]  Ahmad Taher Azar,et al.  Fractional Order Two Degree of Freedom PID Controller for a Robotic Manipulator with a Fuzzy Type-2 Compensator , 2018, AISI.

[11]  Yiheng Wei,et al.  A generalized Padé approximation of time delay operator , 2016 .

[12]  Toshiharu Sugie,et al.  Robust PID controller tuning based on the constrained particle swarm optimization , 2008, Autom..

[13]  Ahmad Taher Azar,et al.  TLBO Algorithm Optimized Fractional-Order PID Controller for AGC of Interconnected Power System , 2018, Soft Computing in Data Analytics.

[14]  Ahmad Taher Azar,et al.  Fractional Order Sliding Mode PID Controller/Observer for Continuous Nonlinear Switched Systems with PSO Parameter Tuning , 2018, AMLTA.

[15]  Duarte Valério,et al.  NINTEGER: A NON-INTEGER CONTROL TOOLBOX FOR MATLAB , 2004 .

[16]  A. I. Bhatti,et al.  Chattering and stability analysis of the sliding mode control using inverse hyperbolic function , 2017 .

[17]  Byung Kook Kim,et al.  Minimum-energy cornering trajectory planning with self-rotation for three-wheeled omni-directional mobile robots , 2017 .

[18]  Yoshihisa Ishida,et al.  Sliding mode control based on a modified linear control input , 2016 .

[19]  Seong Young Ko,et al.  Closed-loop Planar Fuzzy Control System for a Curvature-controllable Steerable Bevel-tip Needle , 2018, International Journal of Control, Automation and Systems.

[20]  Ubaid M. Al-Saggaf,et al.  Rotary flexible joint control by fractional order controllers , 2017 .

[21]  Ebrahim H. Mamdani,et al.  An Experiment in Linguistic Synthesis with a Fuzzy Logic Controller , 1999, Int. J. Hum. Comput. Stud..

[22]  Donglian Qi,et al.  Synchronization for fractional order chaotic systems with uncertain parameters , 2016 .

[23]  Jitendra Kumar,et al.  Control of a Two Link Planar Electrically-Driven Rigid Robotic Manipulator Using Fractional Order SOFC , 2017, AISI.

[24]  Hossein Nezamabadi-pour,et al.  A PSO-Based Optimum Design of PID Controller for a Linear Brushless DC Motor , 2007 .

[25]  Boumediène Allaoua,et al.  Intelligent Controller Design for DC Motor Speed Control based on Fuzzy Logic-Genetic Algorithms Optimization , 2008 .

[26]  Duarte Valério,et al.  Tuning of fractional PID controllers with Ziegler-Nichols-type rules , 2006, Signal Process..

[27]  Rohit G. Kanojiya,et al.  Tuning of PID controller using Ziegler-Nichols method for speed control of DC motor , 2012, IEEE-International Conference On Advances In Engineering, Science And Management (ICAESM -2012).

[28]  Sundarapandian Vaidyanathan,et al.  Fractional Order Control and Synchronization of Chaotic Systems , 2017, Studies in Computational Intelligence.

[29]  Tao Zhan,et al.  Full-order and Reduced-order Observer Design for One-sided Lipschitz Nonlinear Fractional Order Systems with Unknown Input , 2018, International Journal of Control, Automation and Systems.

[30]  Jin Bae Park,et al.  Intelligent Digital Redesign for Sampled-data Fuzzy Control Systems Based on State-matching Error Cost Function Approach , 2018 .