Published March 1, 2018 | Version v1
Journal article

Single axis control of ball position in magnetic levitation system using fuzzy logic control

  • 1. Department of Electrical Engineering, JK Lakshmipat University, Jaipur (India)
  • 2. Department of Electronics and Communication Engineering, JK Lakshmipat University, Jaipur (India)
  • 3. Department of Mechanical Engineering, JK Lakshmipat University, Jaipur, Rajasthan (India)

Description

This paper presents the design and real time implementation of Fuzzy logic control(FLC) for the control of the position of a ferromagnetic ball by manipulating the current flowing in an electromagnet that changes the magnetic field acting on the ball. This system is highly nonlinear and open loop unstable. Many un-measurable disturbances are also acting on the system, making the control of it highly complex but interesting for any researcher in control system domain. First the system is modelled using the fundamental laws, which gives a nonlinear equation. The nonlinear model is then linearized at an operating point. Fuzzy logic controller is designed after studying the system in closed loop under PID control action. The controller is then implemented in real time using Simulink real time environment. The controller is tuned manually to get a stable and robust performance. The set point tracking performance of FLC and PID controllers were compared and analyzed. (paper)

Availability note (English)

Available from http://dx.doi.org/10.1088/1757-899X/323/1/012020

Additional details

Publishing Information

Journal Title
IOP Conference Series. Materials Science and Engineering (Online)
Journal Volume
323
Journal Issue
1
Journal Page Range
[6 p.]
ISSN
1757-899X

Conference

Title
International Conference on Functional Materials and Chemical Engineering
Acronym
ICFMCE 2017
Dates
24-26 Nov 2017
Place
Dubai (United Arab Emirates)

INIS

Country of Publication
United Kingdom
Country of Input or Organization
International Atomic Energy Agency (IAEA)
INIS RN
52079389
Subject category
S42: ENGINEERING;
Resource subtype / Literary indicator
Conference
Descriptors DEI
CONTROL SYSTEMS; DESIGN; DISTURBANCES; ELECTROMAGNETS; FUZZY LOGIC; IMPLEMENTATION; LEVITATION; MAGNETIC FIELDS; NONLINEAR PROBLEMS; PERFORMANCE
Descriptors DEC
ELECTRICAL EQUIPMENT; EQUIPMENT; MAGNETS; MATHEMATICAL LOGIC