TY - JOUR
T1 - Model Predictive Control of Power Electronic Systems
T2 - Methods, Results, and Challenges
AU - Karamanakos, Petros
AU - Liegmann, Eyke
AU - Geyer, Tobias
AU - Kennel, Ralph
N1 - Publisher Copyright:
© 2020 IEEE.
PY - 2020
Y1 - 2020
N2 - Model predictive control (MPC) has established itself as a promising control methodology in power electronics. This survey paper highlights the most relevant MPC techniques for power electronic systems. These can be classified into two major groups, namely, MPC without modulator, referred to as direct MPC, and MPC with a subsequent modulation stage, known as indirect MPC. Design choices, and parameters that affect the system performance, closed-loop stability, and controller robustness are discussed. Moreover, solvers, and control platforms that can be employed for the real-time implementation of MPC algorithms are presented. Finally, the MPC schemes in question are assessed, among others, in terms of design, and computational complexity, along with their performance, and applicability depending on the power electronic system at hand.
AB - Model predictive control (MPC) has established itself as a promising control methodology in power electronics. This survey paper highlights the most relevant MPC techniques for power electronic systems. These can be classified into two major groups, namely, MPC without modulator, referred to as direct MPC, and MPC with a subsequent modulation stage, known as indirect MPC. Design choices, and parameters that affect the system performance, closed-loop stability, and controller robustness are discussed. Moreover, solvers, and control platforms that can be employed for the real-time implementation of MPC algorithms are presented. Finally, the MPC schemes in question are assessed, among others, in terms of design, and computational complexity, along with their performance, and applicability depending on the power electronic system at hand.
KW - Ac drives
KW - direct control
KW - indirect control
KW - integer programming
KW - model predictive control (MPC)
KW - modulator
KW - power converters
KW - power electronic systems
KW - quadratic programming
UR - http://www.scopus.com/inward/record.url?scp=85098578465&partnerID=8YFLogxK
U2 - 10.1109/OJIA.2020.3020184
DO - 10.1109/OJIA.2020.3020184
M3 - Article
AN - SCOPUS:85098578465
SN - 2644-1241
VL - 1
SP - 95
EP - 114
JO - IEEE Open Journal of Industry Applications
JF - IEEE Open Journal of Industry Applications
M1 - 9180048
ER -