Title :
Estimation of Amplitude, Phase and Unbalance Parameters in Three-phase Systems: Analytical Solutions, Efficient Implementation and Performance Analysis
Author :
Choqueuse, Vincent ; Belouchrani, A. ; El Bouchikhi, El-Houssin ; El Hachemi Benbouzid, Mohamed
Author_Institution :
Univ. of Brest, Brest, France
Abstract :
This paper focuses on the estimation of the instantaneous amplitude, phase, and unbalance parameters in three-phase power systems. Due to the particular structure of three-phase systems, we demonstrate that the maximum-likelihood estimates (MLEs) of the unknown parameters have simple closed-form expressions and can be easily implemented without matrix algebra libraries. We also derive and analyze the Cramer-Rao Bounds (CRBs) for the considered estimation problem. The performance of the proposed approach is evaluated using synthetic signals compliant with the IEEE Standard C37.118. Simulation results show that the proposed estimators outperform other techniques and reach the CRB under certain conditions.
Keywords :
IEEE standards; amplitude estimation; maximum likelihood estimation; phase estimation; power systems; signal processing; CRB; Cramer-Rao bounds; IEEE standard C37.118; MLE; analytical solutions; closed-form expressions; instantaneous amplitude estimation; maximum-likelihood estimates; performance analysis; phase estimation; synthetic signals; three-phase power systems; unbalance parameters; IEEE standards; IP networks; Maximum likelihood estimation; Power systems; Transforms; Vectors; Cramér-rao bounds; maximum likelihood estimation; power systems;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2014.2333565