Letter Paper
© 2012 ACEEE
DOI: 01.IJRTET.07.2.
Int. J. on Recent Trends in Engineering and Technology, Vol. 7, No. 2, March 2012
517
Performance Comparison of PID and Fuzzy Control
Techniques in Three Phase Induction Motor Control
T. D. Dongale
1
, S. R. Jadhav
2
, S.V. Kulkarni
3
, T. G. Kulkarni
4
, R. R. Mudholkar
5
, M. D. Uplane
6
1-4
Email: {tukaram.eln, eln.sjdhav, svkulkarni19, tushar.kulkarni19}@gmail.com
5,6
{rrm_eln, sensor}@unishivaji.ac.in
Department of Electronics, Shivaji University, Kolhapur, India
Abstract- The demand for control of electric power for electric
motor drive system and industrial control exists since many
years. Variable-speed drives are designed when a motor is
combined with a power electronics converter. By introducing
variable speed for the driven load, it is possible to optimize
the efficiency of the entire system and this is the area where
the maximum efficiency gains are possible. The closed loop
control strategies employed are legion and PID is seemed to
be superior amongst them. However it further needs to be
improved in terms of overshoot and settling time. So control
strategies based on soft computing could be good alternative.
This paper describes the implementation of controllers based
on PID and Fuzzy Logic strategies. A comparative performance
analysis demonstrates that the clever exploring of Fuzzy Logic
control strategies circumvents the demerits of PID control
strategies.
Index Terms— PID, Fuzzy Controller, Simulink Model, Three
phase inverter, Induction motor
I. INTRODUCTION
AC motors are more popular with their integration in large
number of applications like pumps, conveyors, machine tools,
centrifugal machines, presses, elevators, and packaging
equipment etc. The major benefits of using AC motor in a
system are improved reliability, better performance, higher
efficiency, easy scalability and feasibility of speed and torque
control by different techniques. The techniques such as Rotor
Resistance Control, Stator Voltage Control, Variable f, V/F
Control, Slip Energy Recovery Scheme etc. play significant
role in precisely controlling the speed of motors. Many re-
searchers have reported the work on speed control of AC
machines employing different control strategies [1-3]. The
performance comparison of various drives reported in litera-
ture help the comprehensive understanding the drive option
targeted for application of interest [5, 11, 13]. An induction
motor supplied by an ac drive can operate over a good range
of frequency, typically from 10Hz to 90Hz. This range of fre-
quencies yields rotor speeds from zero rpm to the rated value.
The ac drive can produce the rated torque at any frequency
within this range from zero to the rated frequency. Some ad-
vanced techniques are practiced in motor control applica-
tions. Among these PID is most popular Algorithm. Some
researchers have used Fuzzy, Fuzzy-PID and Neuro Fuzzy
techniques in their applications. In the present work the three
phase motor drive is proposed implemented using PIC
microcontroller.
II. SYSTEM BLOCK DIAGRAM
Figure 1. System Block Diagram
The system block diagram is shown in fig.1. It is designed
around PIC 16F877A. It includes inverter design, gate drive
circuit, isolation and microcontroller. For the operation of
variable frequency bridge inverter the required logic pulses
are generated by using PIC microcontroller and are applied
to gate drive circuit. The frequency for operation is read by
microcontroller through Hall Effect speed sensor and current
speed is sent to Simulink of PID or Fuzzy control technique
through USART terminal of microcontroller. The gate drive
circuit consists of opto-isolator provides isolation for
microcontroller form the gate drive circuitry. The basic three
phase voltage source inverter consists of six power MOSFETs
with built in anti parallel diodes for freewheeling action. The
IRFP-460 N- MOSFET operates as a switch. AC voltage from
the power grid is rectified filtered and applied to three phase
inverter as DC source. Power supplied to the motor is
modulated by frequency generated by microcontroller. The
speed sensed by Hall Effect sensor is displaying LCD [10].
A. Three Phase Inverter Design
Three phase inverter designed using power MOSFETs is
as shown in fig.2. The inverse diode associated with the
device is sufficient to operate the circuit at higher frequencies.
MOSFET technology promises to use much simpler and
efficient drive circuits with significant cost benefits compared
to bipolar devices. High voltage capacitor is connected across
the rectifier out to provide low impedance path for high
frequency current at switching of power devices.