학술논문

Augmented Complex Generalized Modified Blake–Zisserman Algorithm for Adaptive Frequency Estimation of Power System
Document Type
Periodical
Source
IEEE Transactions on Circuits and Systems II: Express Briefs IEEE Trans. Circuits Syst. II Circuits and Systems II: Express Briefs, IEEE Transactions on. 71(3):1521-1525 Mar, 2024
Subject
Components, Circuits, Devices and Systems
Voltage
Power systems
Frequency estimation
Power system stability
Cost function
Adaptation models
Steady-state
Three-phase power system
robust frequency estimation
augmented complex generalized modified Blake-Zisserman (ACGMBZ)
widely linear (WL) model
Language
ISSN
1549-7747
1558-3791
Abstract
To enhance the robustness and reduce the steady-state error under impulsive noise environment, this brief proposes an augmented complex generalized modified Blake-Zisserman (ACGMBZ) algorithm to estimate the fundamental frequency of three-phase power system adaptively. First, based on Clarke’s $\alpha \beta $ transformation, the widely linear (WL) model is introduced to form a complex three-phase voltage for capturing more information than strictly linear (SL) model in unbalanced conditions. Then, by employing the generalized modified Blake-Zisserman (GMBZ) cost function, the ACGMBZ algorithm is derived using $\mathbb {C} \mathbb {R} $ calculus. In addition, the steady-state analysis of the proposed algorithm is presented, as well as convergence analysis in both mean and mean-squared senses. Finally, some typical operations of the three-phase power system are considered as numerical simulation examples to demonstrate the improved performance of the proposed ACGMBZ algorithm by both synthetic and real grid data.