TY - GEN
T1 - Power system stabilizer design using BAT optimization algorithm in multimachine power system
AU - Islam, Naz Niamul
AU - Hannan, M. A.
AU - Shareef, Hussain
AU - Mohamed, Azah
N1 - Publisher Copyright:
© 2013 IEEE.
PY - 2013/1/6
Y1 - 2013/1/6
N2 - This paper proposes a new nature inspired optimization technique known as BAT Optimization Algorithm (BATOA) for optimal design of Power System Stabilizer (PSS) in order to damp power system oscillations usually tempt to grow in multi machine power system when a fault is occurred. The design problem of PSS is formulated as an optimization problem to minimize the value of objective function. BAT algorithm is then employed to search for best parameters of PSS for which the value of objective function is global minimum under all boundary conditions. In the simulation, the linearized model of power system and conventional lead-lag controller as PSS structure are used. The results obtained from BATOA are compared with the obtained results using Particle Swarm Optimization (PSO) algorithm. The comparison of both algorithm reveals the effectiveness of BATOA over PSO in tuning of PSS parameters for multi machine power system.
AB - This paper proposes a new nature inspired optimization technique known as BAT Optimization Algorithm (BATOA) for optimal design of Power System Stabilizer (PSS) in order to damp power system oscillations usually tempt to grow in multi machine power system when a fault is occurred. The design problem of PSS is formulated as an optimization problem to minimize the value of objective function. BAT algorithm is then employed to search for best parameters of PSS for which the value of objective function is global minimum under all boundary conditions. In the simulation, the linearized model of power system and conventional lead-lag controller as PSS structure are used. The results obtained from BATOA are compared with the obtained results using Particle Swarm Optimization (PSO) algorithm. The comparison of both algorithm reveals the effectiveness of BATOA over PSO in tuning of PSS parameters for multi machine power system.
KW - BAT Optimization Algorithm
KW - Damping Controller
KW - Multi Machine Power System
KW - Optimization
KW - Power System Stabilizer (PSS)
UR - http://www.scopus.com/inward/record.url?scp=84921766265&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84921766265&partnerID=8YFLogxK
U2 - 10.1109/SCOReD.2013.7002650
DO - 10.1109/SCOReD.2013.7002650
M3 - Conference contribution
AN - SCOPUS:84921766265
T3 - Proceeding - 2013 IEEE Student Conference on Research and Development, SCOReD 2013
SP - 540
EP - 544
BT - Proceeding - 2013 IEEE Student Conference on Research and Development, SCOReD 2013
A2 - Nordin, Rosdiadee
A2 - Taher, Montadar Abas
A2 - Ismail, Mahamod
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2013 11th IEEE Student Conference on Research and Development, SCOReD 2013
Y2 - 16 December 2013 through 17 December 2013
ER -