Volume 11, Issue 1 (March 2015)                   IJEEE 2015, 11(1): 71-78 | Back to browse issues page

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Zayyani H, Dehghan M. Frequency Estimation of Unbalanced Three-Phase Power System using a New LMS Algorithm. IJEEE 2015; 11 (1) :71-78
URL: http://ijeee.iust.ac.ir/article-1-691-en.html
Frequency Estimation of Unbalanced Three-Phase Power System using a New LMS Algorithm
H. Zayyani , M. Dehghan
Abstract:   (5391 Views)
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
Keywords: Frequency Estimation , LMS Algorithm , Adaptive Filter , Power Systems
Full-Text [PDF 218 kb]   (3344 Downloads)    
Type of Study: Research Paper | Subject: Condition Monitoring
Received: 2014/04/21 | Revised: 2015/03/16 | Accepted: 2015/03/16
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Creative Commons License This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
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© 2022 by the authors. Licensee IUST, Tehran, Iran. This is an open access journal distributed under the terms and conditions of the Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) license.