TY - JOUR
T1 - A robust circuit and controller parameters' identification method of grid-connected voltage-source converters using vector fitting algorithm
AU - Zhou, Weihua
AU - Torres-Olguin, Raymundo E.
AU - Gothner, Fredrik
AU - Beerten, Jef
AU - Zadeh, Mehdi Karbalaye
AU - Wang, Yanbo
AU - Chen, Zhe
N1 - Publisher Copyright:
© 2013 IEEE.
PY - 2022/6
Y1 - 2022/6
N2 - This article presents a vector fitting (VF) algorithm-based robust circuit and controller parameters' identification method for grid-connected voltage-source converters (VSCs). The dq -domain impedance frequency responses (IFRs) of the VSCs are first measured using the frequency scanning method, based on which the corresponding measured phasor-domain IFRs are calculated. Then, polynomial transfer functions are generated by applying the VF algorithm on the measured phasor-domain IFRs, from which the circuit and controller parameters, i.e., LCL filter parameters, digital sampling time, current controller parameters, and phase-locked loop parameters, are identified. The influence of measurement noise on parameters' identification accuracy and corresponding countermeasure to mitigate the adverse influence are also theoretically investigated. The proposed method is able to identify the circuit and controller parameters when detailed parameters are missing due to industrial secrecy or parameters variation caused by operating condition change, temperature fluctuation, or aging. The effectiveness of the proposed circuit and controller parameters' identification method is validated by theoretical demonstration, OPAL-RT-based real-time simulation, and experimental validation.
AB - This article presents a vector fitting (VF) algorithm-based robust circuit and controller parameters' identification method for grid-connected voltage-source converters (VSCs). The dq -domain impedance frequency responses (IFRs) of the VSCs are first measured using the frequency scanning method, based on which the corresponding measured phasor-domain IFRs are calculated. Then, polynomial transfer functions are generated by applying the VF algorithm on the measured phasor-domain IFRs, from which the circuit and controller parameters, i.e., LCL filter parameters, digital sampling time, current controller parameters, and phase-locked loop parameters, are identified. The influence of measurement noise on parameters' identification accuracy and corresponding countermeasure to mitigate the adverse influence are also theoretically investigated. The proposed method is able to identify the circuit and controller parameters when detailed parameters are missing due to industrial secrecy or parameters variation caused by operating condition change, temperature fluctuation, or aging. The effectiveness of the proposed circuit and controller parameters' identification method is validated by theoretical demonstration, OPAL-RT-based real-time simulation, and experimental validation.
KW - Impedance frequency responses (IFRs)
KW - parameters' identification
KW - polynomial transfer function
KW - vector fitting (VF) algorithm
KW - voltage-source converter (VSC)
UR - http://www.scopus.com/inward/record.url?scp=85100950518&partnerID=8YFLogxK
U2 - 10.1109/JESTPE.2021.3059568
DO - 10.1109/JESTPE.2021.3059568
M3 - Article
AN - SCOPUS:85100950518
SN - 2168-6777
VL - 10
SP - 2748
EP - 2763
JO - IEEE Journal of Emerging and Selected Topics in Power Electronics
JF - IEEE Journal of Emerging and Selected Topics in Power Electronics
IS - 3
ER -