Fuzzy pid based Temperature Control of Electric Furnace for Glass Tempering Process


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B. Fine-tuned PID controller 
The individual effect of K
P
, K

and K
d
summarized in Table 3.2 can be very useful in fine tuning 
of PID controller. Beginning with the values of K
P
, K

and K

obtained from Z-N step response 
method, unit step response for different combination of K
P
, K

and K
d
were observed [9]. 
Closed loop 
Response 
Overshoot Settling time 
Steady-state 
Error 
Increase K
p
Increase
Small Increase 
Decrease
Increase K
i
Increase 
Increase 
Large Decrease
Increase k
d
Increase 
Decrease
Minor change
Table 3. 3 Effect of Kp ,Ki and Kd in . Fine-tuning technique 
C. Cohen Coon Method 
The Cohen-Coon method is a more complex version of the Ziegler-Nichols method [9] .This 
method is more sensitive than the Ziegler-Nichols method. The controller parameters with this 
method are given in table3.4. 
Table 3. 4 Cohen Coon PID controller parameter for first order plus dead time model 
For PID controller
For PID controller

K
c
=0.1466 

k
i
= 0.00383( 
=37.9381) 

K
d
=0.9308( 
=6.3492) 
Thus, the controller transfer function is: 
Controller

(
⁄ )(
⁄ )(


PI 
(
⁄ )(
⁄ )(


( )

( )

PID 
(
⁄ )(
⁄ ) 
( )

( )

( )



Fuzzy PID Based Temperature Control of Electric Furnace for Glass Tempering Process
M.Sc. Thesis, Addis Ababa University, December 2016 
37 
( )
---------------------------------------3.37

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