Frequency Estimation of Unbalanced Three-Phase Power System using a New LMS Algorithm

Hadi Zayyani; Seyed Mohammad Dehghan

doi:10.22068/IJEEE.11.1.71

Frequency Estimation of Unbalanced Three-Phase Power System using a New LMS Algorithm

Hadi Zayyani, Seyed Mohammad Dehghan

Research output: Contribution to journal › Article › peer-review

5 Citations (Scopus)

Abstract

This paper presents a simple and easy implementable Least Mean Square (LMS) type approach for frequency estimation of three phase power system in an unbalanced condition. The proposed LMS type algorithm is based on a second order recursion for the complex voltage derived from Clarke's transformation which is proved in the paper. The proposed algorithm is real adaptive filter with real parameter (not complex) which can be efficiently implemented by DSP. In unbalanced situations, simulation experiments show the advantages and drawbacks of the proposed algorithm in comparison to Complex LMS (CLMS) and Augmented Complex LMS (ACLMS) methods.

Original language	English
Pages (from-to)	71-78
Number of pages	8
Journal	Iranian Journal of Electrical and Electronic Engineering
Volume	11
Issue number	1
DOIs	https://doi.org/10.22068/IJEEE.11.1.71
Publication status	Published - 16 Mar 2015
Externally published	Yes

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abstract = "This paper presents a simple and easy implementable Least Mean Square (LMS) type approach for frequency estimation of three phase power system in an unbalanced condition. The proposed LMS type algorithm is based on a second order recursion for the complex voltage derived from Clarke's transformation which is proved in the paper. The proposed algorithm is real adaptive filter with real parameter (not complex) which can be efficiently implemented by DSP. In unbalanced situations, simulation experiments show the advantages and drawbacks of the proposed algorithm in comparison to Complex LMS (CLMS) and Augmented Complex LMS (ACLMS) methods.",

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AU - Dehghan, Seyed Mohammad

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N2 - This paper presents a simple and easy implementable Least Mean Square (LMS) type approach for frequency estimation of three phase power system in an unbalanced condition. The proposed LMS type algorithm is based on a second order recursion for the complex voltage derived from Clarke's transformation which is proved in the paper. The proposed algorithm is real adaptive filter with real parameter (not complex) which can be efficiently implemented by DSP. In unbalanced situations, simulation experiments show the advantages and drawbacks of the proposed algorithm in comparison to Complex LMS (CLMS) and Augmented Complex LMS (ACLMS) methods.

AB - This paper presents a simple and easy implementable Least Mean Square (LMS) type approach for frequency estimation of three phase power system in an unbalanced condition. The proposed LMS type algorithm is based on a second order recursion for the complex voltage derived from Clarke's transformation which is proved in the paper. The proposed algorithm is real adaptive filter with real parameter (not complex) which can be efficiently implemented by DSP. In unbalanced situations, simulation experiments show the advantages and drawbacks of the proposed algorithm in comparison to Complex LMS (CLMS) and Augmented Complex LMS (ACLMS) methods.

KW - Adaptive filter

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KW - Power systems

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JO - Iranian Journal of Electrical and Electronic Engineering

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SN - 1735-2827

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Frequency Estimation of Unbalanced Three-Phase Power System using a New LMS Algorithm

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