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An Improved Algorithm to Remove DC Offsets From Fault Current Signals | IEEE Journals & Magazine | IEEE Xplore

An Improved Algorithm to Remove DC Offsets From Fault Current Signals


Abstract:

Fault current signals that are processed by digital relays consist of dc, fundamental, and harmonic components. Filtering algorithms are necessary to eliminate the dc and...Show More

Abstract:

Fault current signals that are processed by digital relays consist of dc, fundamental, and harmonic components. Filtering algorithms are necessary to eliminate the dc and harmonic components from these signals. Several algorithms have been proposed for this task which vary in their accuracy, response time, and computational burden. The conventional discrete Fourier transform (DFT) can eliminate harmonics and is commonly used to estimate the fundamental frequency phasor, but its accuracy is lower as it does not filter the dc offset. Other algorithms including variants of DFT attempt to improve the accuracy and response time. This paper proposes a technique that takes into account the exponential variation of the dc offset and more accurately determines the fundamental component. The effectiveness of this method is evaluated by simulation on a two-machine system and also compared against existing phasor measurement methods. Simulations confirm that the proposed method can more accurately estimate the fundamental component compared to the existing methods.
Published in: IEEE Transactions on Power Delivery ( Volume: 32, Issue: 2, April 2017)
Page(s): 749 - 756
Date of Publication: 04 October 2016

ISSN Information:

Author image of Sachit A. Gopalan
School of Electrical, Electronic and Computer Engineering, University of Western Australia, Crawley, WA, Australia
Sachit A. Gopalan (S’05) received the B.Eng. (Hons.) degree in electrical and electronic engineering and the BCompSci degree, and the Ph.D. degree in electrical and electronic engineering from the University of Western Australia, Crawley, Australia, in 2010 and 2016.
His research interests are in smart grid, distributed generation and power system protection.
Sachit A. Gopalan (S’05) received the B.Eng. (Hons.) degree in electrical and electronic engineering and the BCompSci degree, and the Ph.D. degree in electrical and electronic engineering from the University of Western Australia, Crawley, Australia, in 2010 and 2016.
His research interests are in smart grid, distributed generation and power system protection.View more
Author image of Yateendra Mishra
School of Electrical Engineering and Computer Science, Queensland University of Technology, Brisbane, QLD, Australia
Yateendra Mishra (S’06–M’09) received the Ph.D. degree in electrical engineering from the University of Queensland, Brisbane, QLD, Australia, in 2009.
He was a Visiting Scholar with the University of Tennessee, Knoxville, TN, USA, in 2009. He was a Transmission Planning Engineer at Midwest Independent System Operator, from 2009 to 2011. He is currently a Senior Lecturer in the School of Electrical Engineering and Comput...Show More
Yateendra Mishra (S’06–M’09) received the Ph.D. degree in electrical engineering from the University of Queensland, Brisbane, QLD, Australia, in 2009.
He was a Visiting Scholar with the University of Tennessee, Knoxville, TN, USA, in 2009. He was a Transmission Planning Engineer at Midwest Independent System Operator, from 2009 to 2011. He is currently a Senior Lecturer in the School of Electrical Engineering and Comput...View more
Author image of Victor Sreeram
School of Electrical, Electronic and Computer Engineering, University of Western Australia, Crawley, WA, Australia
Victor Sreeram (M’82–SM’96) received the B.S. degree from Bangalore University, Bengaluru, India, in 1981, the M.S. degree from Madras University, Chennai, India, in 1983, and the Ph.D. degree from the University of Victoria, Victoria, BC, Canada, in 1989, all in electrical engineering.
He was a Project Engineer with the Indian Space Research Organization from 1983 to 1985. He joined the School of Electrical, Electroni...Show More
Victor Sreeram (M’82–SM’96) received the B.S. degree from Bangalore University, Bengaluru, India, in 1981, the M.S. degree from Madras University, Chennai, India, in 1983, and the Ph.D. degree from the University of Victoria, Victoria, BC, Canada, in 1989, all in electrical engineering.
He was a Project Engineer with the Indian Space Research Organization from 1983 to 1985. He joined the School of Electrical, Electroni...View more
Author image of Herbert Ho-Ching Iu
School of Electrical, Electronic and Computer Engineering, University of Western Australia, Crawley, WA, Australia
Herbert Ho-Ching Iu (S’98–M’00–SM’06) received the B.Eng. (Hons) degree in electrical and electronics engineering from the University of Hong Kong, Hong Kong, in 1997 and the Ph.D. degree in electronic and information engineering from the Hong Kong Polytechnic University, Hong Kong, in 2000.
In 2002, he joined the School of Electrical, Electronic and Computer Engineering, University of Western Australia, Crawley, WA, A...Show More
Herbert Ho-Ching Iu (S’98–M’00–SM’06) received the B.Eng. (Hons) degree in electrical and electronics engineering from the University of Hong Kong, Hong Kong, in 1997 and the Ph.D. degree in electronic and information engineering from the Hong Kong Polytechnic University, Hong Kong, in 2000.
In 2002, he joined the School of Electrical, Electronic and Computer Engineering, University of Western Australia, Crawley, WA, A...View more

I. Introduction

Protection relays require the input voltage and current signals to be free from harmonics and DC components so that fault conditions can be more accurately detected. Filtering algorithms are necessary to extract the fundamental component from input signals that contain harmonics and DC components. The conventional Discrete Fourier Transform (DFT) is most commonly used to extract the fundamental components from the measured waveforms [1]–[6]. The DFT can eliminate the harmonic components but not the DC component. The DC component is a non-periodic signal that has a large frequency spectrum. It contributes to the overshoot and oscillations that are present in the estimation of the fundamental component when using the DFT giving rise to an error of around 15.1% [2].

Author image of Sachit A. Gopalan
School of Electrical, Electronic and Computer Engineering, University of Western Australia, Crawley, WA, Australia
Sachit A. Gopalan (S’05) received the B.Eng. (Hons.) degree in electrical and electronic engineering and the BCompSci degree, and the Ph.D. degree in electrical and electronic engineering from the University of Western Australia, Crawley, Australia, in 2010 and 2016.
His research interests are in smart grid, distributed generation and power system protection.
Sachit A. Gopalan (S’05) received the B.Eng. (Hons.) degree in electrical and electronic engineering and the BCompSci degree, and the Ph.D. degree in electrical and electronic engineering from the University of Western Australia, Crawley, Australia, in 2010 and 2016.
His research interests are in smart grid, distributed generation and power system protection.View more
Author image of Yateendra Mishra
School of Electrical Engineering and Computer Science, Queensland University of Technology, Brisbane, QLD, Australia
Yateendra Mishra (S’06–M’09) received the Ph.D. degree in electrical engineering from the University of Queensland, Brisbane, QLD, Australia, in 2009.
He was a Visiting Scholar with the University of Tennessee, Knoxville, TN, USA, in 2009. He was a Transmission Planning Engineer at Midwest Independent System Operator, from 2009 to 2011. He is currently a Senior Lecturer in the School of Electrical Engineering and Computer Science, Queensland University of Technology, Brisbane. He was a Visiting Researcher at Illinois Institute of Technology, Chicago, IL, USA, in 2014. His current research interests include distributed generation and distributed energy storage, power system stability and control, and their applications in smart grid.
Yateendra Mishra (S’06–M’09) received the Ph.D. degree in electrical engineering from the University of Queensland, Brisbane, QLD, Australia, in 2009.
He was a Visiting Scholar with the University of Tennessee, Knoxville, TN, USA, in 2009. He was a Transmission Planning Engineer at Midwest Independent System Operator, from 2009 to 2011. He is currently a Senior Lecturer in the School of Electrical Engineering and Computer Science, Queensland University of Technology, Brisbane. He was a Visiting Researcher at Illinois Institute of Technology, Chicago, IL, USA, in 2014. His current research interests include distributed generation and distributed energy storage, power system stability and control, and their applications in smart grid.View more
Author image of Victor Sreeram
School of Electrical, Electronic and Computer Engineering, University of Western Australia, Crawley, WA, Australia
Victor Sreeram (M’82–SM’96) received the B.S. degree from Bangalore University, Bengaluru, India, in 1981, the M.S. degree from Madras University, Chennai, India, in 1983, and the Ph.D. degree from the University of Victoria, Victoria, BC, Canada, in 1989, all in electrical engineering.
He was a Project Engineer with the Indian Space Research Organization from 1983 to 1985. He joined the School of Electrical, Electronic and Computer Engineering, University of Western Australia, Crawley, WA, Australia, in 1990, where he is currently a Professor. He has held visiting appointments with the Department of Systems Engineering, Australian National University, Canberra, Australia, during 1994–1996, and with the Australian Telecommunication Research Institute, Curtin University of Technology, Perth, Australia, during 1997–1998. His research interests include smart grid and control engineering.
Victor Sreeram (M’82–SM’96) received the B.S. degree from Bangalore University, Bengaluru, India, in 1981, the M.S. degree from Madras University, Chennai, India, in 1983, and the Ph.D. degree from the University of Victoria, Victoria, BC, Canada, in 1989, all in electrical engineering.
He was a Project Engineer with the Indian Space Research Organization from 1983 to 1985. He joined the School of Electrical, Electronic and Computer Engineering, University of Western Australia, Crawley, WA, Australia, in 1990, where he is currently a Professor. He has held visiting appointments with the Department of Systems Engineering, Australian National University, Canberra, Australia, during 1994–1996, and with the Australian Telecommunication Research Institute, Curtin University of Technology, Perth, Australia, during 1997–1998. His research interests include smart grid and control engineering.View more
Author image of Herbert Ho-Ching Iu
School of Electrical, Electronic and Computer Engineering, University of Western Australia, Crawley, WA, Australia
Herbert Ho-Ching Iu (S’98–M’00–SM’06) received the B.Eng. (Hons) degree in electrical and electronics engineering from the University of Hong Kong, Hong Kong, in 1997 and the Ph.D. degree in electronic and information engineering from the Hong Kong Polytechnic University, Hong Kong, in 2000.
In 2002, he joined the School of Electrical, Electronic and Computer Engineering, University of Western Australia, Crawley, WA, Australia, where he is currently a Professor. He currently serves as a Guest Editor for the IEEE Transactions on Industrial Electronics and several other journals including IET Power Electronics. His research interests include power electronics, renewable energy, nonlinear dynamics, current sensing techniques, and computational intelligence.
Herbert Ho-Ching Iu (S’98–M’00–SM’06) received the B.Eng. (Hons) degree in electrical and electronics engineering from the University of Hong Kong, Hong Kong, in 1997 and the Ph.D. degree in electronic and information engineering from the Hong Kong Polytechnic University, Hong Kong, in 2000.
In 2002, he joined the School of Electrical, Electronic and Computer Engineering, University of Western Australia, Crawley, WA, Australia, where he is currently a Professor. He currently serves as a Guest Editor for the IEEE Transactions on Industrial Electronics and several other journals including IET Power Electronics. His research interests include power electronics, renewable energy, nonlinear dynamics, current sensing techniques, and computational intelligence.View more

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