TY - JOUR
T1 - Model predictive control of uninterruptible power supply with robust disturbance observer
AU - Danayiyen, Yahya
AU - Lee, Kyungsuk
AU - Choi, Minho
AU - Lee, Young Il
N1 - Publisher Copyright:
© 2019 by the authors.
PY - 2019/7/25
Y1 - 2019/7/25
N2 - This paper presents a robust continuous control set model predictive control (CCS-MPC) method to control the output voltage of a three-phase inverter in uninterruptible power supplies (UPS). A robust disturbance observer (DOB) is proposed to estimate the load current of the three-phase UPS without a steady-state error, taking the effect of model uncertainties into account. A CCS-MPC is designed using the DOB for reference voltage tracking purpose, and input constraints are considered in the controller design to calculate the optimal control input. Model uncertainties are defined using polytopic uncertainty class, and a linear matrix inequality (LMI) optimization method is used to compute the optimal observer gain matrix. Another robust controller (RC) is designed based on the DOB and compared with CCS-MPC. The effectiveness of the proposed method (the DOB based CCS-MPC) is evaluated for resistive, inductive, and nonlinear loads then compared with other control methods using a three-phase 5-KVA laboratory experiment UPS system.
AB - This paper presents a robust continuous control set model predictive control (CCS-MPC) method to control the output voltage of a three-phase inverter in uninterruptible power supplies (UPS). A robust disturbance observer (DOB) is proposed to estimate the load current of the three-phase UPS without a steady-state error, taking the effect of model uncertainties into account. A CCS-MPC is designed using the DOB for reference voltage tracking purpose, and input constraints are considered in the controller design to calculate the optimal control input. Model uncertainties are defined using polytopic uncertainty class, and a linear matrix inequality (LMI) optimization method is used to compute the optimal observer gain matrix. Another robust controller (RC) is designed based on the DOB and compared with CCS-MPC. The effectiveness of the proposed method (the DOB based CCS-MPC) is evaluated for resistive, inductive, and nonlinear loads then compared with other control methods using a three-phase 5-KVA laboratory experiment UPS system.
KW - Model predictive control (MPC), robust disturbance observer
KW - Optimal voltage control
KW - Three-phase inverter
KW - Uninterruptible power supplies (UPS)
UR - http://www.scopus.com/inward/record.url?scp=85073706122&partnerID=8YFLogxK
U2 - 10.3390/en12152871
DO - 10.3390/en12152871
M3 - Article
AN - SCOPUS:85073706122
SN - 1996-1073
VL - 12
JO - Energies
JF - Energies
IS - 15
M1 - 2871
ER -