TY - GEN
T1 - Design and development of a microcontroller based neuro fuzzy temperature controller
AU - Ravi, S.
AU - Sudha, M.
AU - Balakrishnan, P. A.
PY - 2012
Y1 - 2012
N2 - The temperature control in plastic extrusion system is a crucial process, which is an important factor to produce high quality plastic products. The plastic extrusion model is a first order non linear system has multiple stages coupled with each other and comprises a long delay time, large time constant and undesirable overshoot. To acquire a solution to the problem of difficulty to control temperature in process industries, a new adaptive control strategy, embedded based neuro fuzzy controller is proposed. The software incorporates Matlab simulink and real time control algorithm has been developed using PIC 16F877A microcontroller. The proposed method hardware test results are compared with that of the simulated results. The results obtained conclude that the use of proposed controller improve the process in terms of time domain specification, set point tracking and rejection of disturbances more effectively and rapidly with optimum stability for the temperature control in plastic extrusion system.
AB - The temperature control in plastic extrusion system is a crucial process, which is an important factor to produce high quality plastic products. The plastic extrusion model is a first order non linear system has multiple stages coupled with each other and comprises a long delay time, large time constant and undesirable overshoot. To acquire a solution to the problem of difficulty to control temperature in process industries, a new adaptive control strategy, embedded based neuro fuzzy controller is proposed. The software incorporates Matlab simulink and real time control algorithm has been developed using PIC 16F877A microcontroller. The proposed method hardware test results are compared with that of the simulated results. The results obtained conclude that the use of proposed controller improve the process in terms of time domain specification, set point tracking and rejection of disturbances more effectively and rapidly with optimum stability for the temperature control in plastic extrusion system.
UR - http://www.scopus.com/inward/record.url?scp=84869384992&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84869384992&partnerID=8YFLogxK
U2 - 10.1109/ICIEV.2012.6317541
DO - 10.1109/ICIEV.2012.6317541
M3 - Conference contribution
AN - SCOPUS:84869384992
SN - 9781467311519
T3 - 2012 International Conference on Informatics, Electronics and Vision, ICIEV 2012
SP - 103
EP - 107
BT - 2012 International Conference on Informatics, Electronics and Vision, ICIEV 2012
T2 - 2012 1st International Conference on Informatics, Electronics and Vision, ICIEV 2012
Y2 - 18 May 2012 through 19 May 2012
ER -