Title :
Widely Linear Adaptive Frequency Estimation of Unbalanced Three-Phase Power Systems
Author :
Xia, Yili ; Mandic, Danilo P.
Author_Institution :
Dept. of Electr. & Electron. Eng., Imperial Coll. London, London, UK
Abstract :
A novel technique for online estimation of the fundamental frequency of unbalanced three-phase power systems is proposed. Based on Clarke´s transformation and widely linear complex domain modeling, the proposed method makes use of the full second-order information within three-phase signals, thus promising enhanced and robust frequency estimation. The structure, mathematical formulation, and theoretical stability and statistical performance analysis of the proposed technique illustrate that, in contrast to conventional linear adaptive estimators, the proposed method is well matched to unbalanced system conditions and also provides unbiased frequency estimation. The proposed method is also less sensitive to the variations of the three-phase voltage amplitudes over time and in the presence of higher order harmonics. Simulations on both synthetic and real-world unbalanced power systems support the analysis.
Keywords :
adaptive estimation; frequency estimation; mathematical analysis; power systems; Clarke transformation; higher order harmonics; mathematical formulation; online estimation; real-world unbalanced three-phase power systems; robust frequency estimation; second-order information; statistical performance analysis; theoretical stability; three-phase signals; three-phase voltage amplitudes; unbiased frequency estimation; widely linear adaptive frequency estimation; widely linear complex domain modeling; Adaptation models; Adaptive systems; Estimation; Frequency estimation; Harmonic analysis; Power systems; Vectors; Augmented complex least mean square (CLMS) (ACLMS); complex noncircularity; frequency estimation; unbalanced three-phase voltage; widely linear modeling;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2011.2159409