TY - GEN
T1 - An application of simulated Kalman filter optimization algorithm for parameter tuning in proportional-integral-derivative controllers for automatic voltage regulator system
AU - Muhammad, Badaruddin
AU - Pebrianti, Dwi
AU - Ghani, Normaniha Abdul
AU - Aziz, Nor Hidayati Abdul
AU - Aziz, Nor Azlina Ab
AU - Mohamad, Mohd Saberi
AU - Shapiai, Mohd Ibrahim
AU - Ibrahim, Zuwairie
N1 - Publisher Copyright:
© 2018 The Society of Instrument and Control Engineers - SICE.
PY - 2018/4/2
Y1 - 2018/4/2
N2 - This paper reports the first attempt to tune gain values in proportional-integral-derivative (PID) controllers using an optimizer called simulated Kalman filter (SKF) algorithm. Compared to another well-established optimizer, such as particle swarm optimization (PSO), the SKF algorithm is a relatively new optimizer and most importantly, the SKF algorithm has not been applied to parameter tuning of PID controller. A finding based on automatic voltage regulator system suggests that the SKF algorithm has promising potentials to be a good tuning method in PID controller.
AB - This paper reports the first attempt to tune gain values in proportional-integral-derivative (PID) controllers using an optimizer called simulated Kalman filter (SKF) algorithm. Compared to another well-established optimizer, such as particle swarm optimization (PSO), the SKF algorithm is a relatively new optimizer and most importantly, the SKF algorithm has not been applied to parameter tuning of PID controller. A finding based on automatic voltage regulator system suggests that the SKF algorithm has promising potentials to be a good tuning method in PID controller.
KW - Optimization
KW - PID controller
KW - simulated Kalman filter
UR - https://www.scopus.com/pages/publications/85049352428
UR - https://www.scopus.com/pages/publications/85049352428#tab=citedBy
U2 - 10.23919/SICEISCS.2018.8330164
DO - 10.23919/SICEISCS.2018.8330164
M3 - Conference contribution
AN - SCOPUS:85049352428
T3 - SICE ISCS 2018 - 2018 SICE International Symposium on Control Systems
SP - 113
EP - 120
BT - SICE ISCS 2018 - 2018 SICE International Symposium on Control Systems
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2018 SICE International Symposium on Control Systems, SICE ISCS 2018
Y2 - 9 March 2018 through 11 March 2018
ER -