TY - JOUR
T1 - Advanced strategy of speed predictive control for nonlinear synchronous reluctance motors
AU - Farhan, Ahmed
AU - Abdelrahem, Mohamed
AU - Hackl, Christoph M.
AU - Kennel, Ralph
AU - Shaltout, Adel
AU - Saleh, Amr
N1 - Publisher Copyright:
© 2020 by the authors. Licensee MDPI, Basel, Switzerland. All right reserved.
PY - 2020/9
Y1 - 2020/9
N2 - To gain fast dynamic response, high performance, and good tracking capability, several control strategies have been applied to synchronous reluctance motors (SynRMs). In this paper, a nonlinear advanced strategy of speed predictive control (SPC) based on the finite control set model predictive control (FCS-MPC) is proposed and simulated for nonlinear SynRMs. The SPC overcomes the limitation of the cascaded control structure of the common vector control by employing a novel strategy that considers all the electrical and mechanical variables in one control law through a new cost function to obtain the switching signals for the power converter. The SynRM flux maps are known based on finite element method (FEM) analysis to take into consideration the effect of the nonlinearity of the machine. To clear the proposed strategy features, a functional and qualitative comparison between the proposed SPC, field-oriented control (FOC) with an anti-windup scheme, and current predictive control (CPC) with outer PI speed control loop is presented. For simplicity, particle swarm optimization (PSO) is performed to tune all the unknown parameters of the control strategies. The comparison features include controller design, dynamic and steady-state behaviors. Simulation results are presented to investigate the benefits and limitations of the three control strategies. Finally, the proposed SPC, FOC, and CPC have their own merits, and all methods encounter the requirements of advanced high-performance drives.
AB - To gain fast dynamic response, high performance, and good tracking capability, several control strategies have been applied to synchronous reluctance motors (SynRMs). In this paper, a nonlinear advanced strategy of speed predictive control (SPC) based on the finite control set model predictive control (FCS-MPC) is proposed and simulated for nonlinear SynRMs. The SPC overcomes the limitation of the cascaded control structure of the common vector control by employing a novel strategy that considers all the electrical and mechanical variables in one control law through a new cost function to obtain the switching signals for the power converter. The SynRM flux maps are known based on finite element method (FEM) analysis to take into consideration the effect of the nonlinearity of the machine. To clear the proposed strategy features, a functional and qualitative comparison between the proposed SPC, field-oriented control (FOC) with an anti-windup scheme, and current predictive control (CPC) with outer PI speed control loop is presented. For simplicity, particle swarm optimization (PSO) is performed to tune all the unknown parameters of the control strategies. The comparison features include controller design, dynamic and steady-state behaviors. Simulation results are presented to investigate the benefits and limitations of the three control strategies. Finally, the proposed SPC, FOC, and CPC have their own merits, and all methods encounter the requirements of advanced high-performance drives.
KW - Current predictive control
KW - Field-oriented control
KW - Particle swarm optimization
KW - Speed predictive control
KW - Synchronous reluctance motor
UR - http://www.scopus.com/inward/record.url?scp=85089800296&partnerID=8YFLogxK
U2 - 10.3390/MACHINES8030044
DO - 10.3390/MACHINES8030044
M3 - Article
AN - SCOPUS:85089800296
SN - 2075-1702
VL - 8
JO - Machines
JF - Machines
IS - 3
M1 - 44
ER -