Title :
Low-cost hardware & control design of an inverted pendulum using conventional, fuzzy and hybrid techniques
Author :
Afaq, Nida ; Asghar, Shabir ; Abbasi, Abdul Rehman ; Wallam, Fahad ; Saeed, Qamar
Author_Institution :
KINPOE, Design Eng. & Appl. Res. Lab., Pakistan Inst. of Eng. & Appl. Sci., Karachi, Pakistan
Abstract :
Inverted pendulum is a highly non-linear system, which makes it a complex control problem that may be articulated for various real-life applications. Usually, its linearized model is implemented and controlled using a typical Proportional-Integral-Derivate (PID) controller but a different controller is required to control the actual, non-linear model. In the current work, we aim to develop an indigenous and experimental hardware platform to implement conventional PID, Fuzzy and Hybrid techniques. Hardware setup of this model is implemented on a 4-wheeler mobile cart with an inverted rod mechanism (pendulum). Control circuit is implemented through Arduino and associated control circuitry. The controller is simulated on MATLAB/Simulink and implemented on this hardware platform to validate minimum possible deflection of pendulum from a reference vertical position using PID, Fuzzy and hybrid control schemes. Results are promising from an FLC scheme applied on the close to real non-linear model of the system.
Keywords :
control system synthesis; fuzzy control; linearisation techniques; nonlinear control systems; pendulums; three-term control; 4-wheeler mobile cart; Arduino; FLC scheme; MATLAB/Simulink; PID controller; complex control problem; control circuitry; control design; fuzzy techniques; hardware setup; hybrid control schemes; hybrid techniques; inverted pendulum; inverted rod mechanism; linearized model; low-cost hardware design; nonlinear system; proportional-integral-derivate controller; Control systems; Force; Fuzzy logic; Hardware; Integrated circuit modeling; Mathematical model; Transfer functions; PID; fuzzy control; hybrid control techniques; inverted pendulum; non-linear control;
Conference_Titel :
Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), 2015 12th International Conference on
Conference_Location :
Hua Hin
DOI :
10.1109/ECTICon.2015.7207011