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Fundamental Frequency Estimation in Power System through the Utilization of Sliding Window-LMS Method

Frequency estimation is a vital tool for many power system applications such as load shedding, power system security assessment and power quality monitoring. Moreover, the complexity and noisiness of modern power system networks have created challenges for many power system applications. Fast and...

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Main Authors: Mohd Nor, Nursyarizal, Asirvadam , Vijanth Sagayan, Abdullah, M. F.
Format: Citation Index Journal
Published: 2014
Subjects:
TK Electrical engineering. Electronics Nuclear engineering
Online Access:http://eprints.utp.edu.my/11163/1/AMM.446-447.764.pdf
http://eprints.utp.edu.my/11163/
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spelling my.utp.eprints.111632014-02-16T23:41:41Z Fundamental Frequency Estimation in Power System through the Utilization of Sliding Window-LMS Method Mohd Nor, Nursyarizal Asirvadam , Vijanth Sagayan Abdullah, M. F. TK Electrical engineering. Electronics Nuclear engineering Frequency estimation is a vital tool for many power system applications such as load shedding, power system security assessment and power quality monitoring. Moreover, the complexity and noisiness of modern power system networks have created challenges for many power system applications. Fast and accurate frequency estimation in the presence of noise is a challenging task. Sliding window with the complex form of least mean square (LMS) algorithm has been utilized in this study in order to improve the frequency estimation in noisy power system. Different simulation cases have been examined for signal with different signal to noise ratio (SNR) and to evaluate the performance of sliding window method for better frequency estimation. The results obtained show that the sliding window method with LMS is able to improve and enhance the frequency estimation even when the (SNR) is small compared to the existing LMS method. 2014 Citation Index Journal PeerReviewed application/pdf http://eprints.utp.edu.my/11163/1/AMM.446-447.764.pdf Mohd Nor, Nursyarizal and Asirvadam , Vijanth Sagayan and Abdullah, M. F. (2014) Fundamental Frequency Estimation in Power System through the Utilization of Sliding Window-LMS Method. [Citation Index Journal] http://eprints.utp.edu.my/11163/
institution Universiti Teknologi Petronas
building UTP Resource Centre
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Petronas
content_source UTP Institutional Repository
url_provider http://eprints.utp.edu.my/
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Mohd Nor, Nursyarizal
Asirvadam , Vijanth Sagayan
Abdullah, M. F.
Fundamental Frequency Estimation in Power System through the Utilization of Sliding Window-LMS Method
description Frequency estimation is a vital tool for many power system applications such as load shedding, power system security assessment and power quality monitoring. Moreover, the complexity and noisiness of modern power system networks have created challenges for many power system applications. Fast and accurate frequency estimation in the presence of noise is a challenging task. Sliding window with the complex form of least mean square (LMS) algorithm has been utilized in this study in order to improve the frequency estimation in noisy power system. Different simulation cases have been examined for signal with different signal to noise ratio (SNR) and to evaluate the performance of sliding window method for better frequency estimation. The results obtained show that the sliding window method with LMS is able to improve and enhance the frequency estimation even when the (SNR) is small compared to the existing LMS method.
format Citation Index Journal
author Mohd Nor, Nursyarizal
Asirvadam , Vijanth Sagayan
Abdullah, M. F.
author_facet Mohd Nor, Nursyarizal
Asirvadam , Vijanth Sagayan
Abdullah, M. F.
author_sort Mohd Nor, Nursyarizal
title Fundamental Frequency Estimation in Power System through the Utilization of Sliding Window-LMS Method
title_short Fundamental Frequency Estimation in Power System through the Utilization of Sliding Window-LMS Method
title_full Fundamental Frequency Estimation in Power System through the Utilization of Sliding Window-LMS Method
title_fullStr Fundamental Frequency Estimation in Power System through the Utilization of Sliding Window-LMS Method
title_full_unstemmed Fundamental Frequency Estimation in Power System through the Utilization of Sliding Window-LMS Method
title_sort fundamental frequency estimation in power system through the utilization of sliding window-lms method
publishDate 2014
url http://eprints.utp.edu.my/11163/1/AMM.446-447.764.pdf
http://eprints.utp.edu.my/11163/
_version_ 1738655931819884544
score 13.211869

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