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Fuzzy Metrology-Sound Approach to the Identification of Sources Injecting Periodic Disturbances in Electric Networks | IEEE Journals & Magazine | IEEE Xplore

Fuzzy Metrology-Sound Approach to the Identification of Sources Injecting Periodic Disturbances in Electric Networks


Abstract:

The identification of sources injecting periodic disturbances in electric systems is a critical point in the assessment of the electric power quality. The available metho...Show More

Abstract:

The identification of sources injecting periodic disturbances in electric systems is a critical point in the assessment of the electric power quality. The available methods, based on a deterministic approach, do not always provide correct results. Methods based on heuristic approaches, such as those based on a fuzzy inference system (FIS), provide better results but do not allow measurement uncertainty to be evaluated in a straightforward way. This paper applies a modified FIS to the identification of the sources producing periodic distortion in power systems. The method associates an index, provided together with its measurement uncertainty, to each load connected to a point of common coupling capable of assessing whether the load is injecting or suffering distortion and quantifying the severity of the injected or suffered distortion.
Published in: IEEE Transactions on Instrumentation and Measurement ( Volume: 60, Issue: 9, September 2011)
Page(s): 3007 - 3017
Date of Publication: 27 June 2011

ISSN Information:

Author image of Alessandro Ferrero
Dipartimento di Elettrotecnica, Politecnico di Milano, Milan, Italy
Alessandro Ferrero (M'88–SM'96–F'99) was born in Milan, Italy, in 1954. He received the M.Sc. degree in electrical engineering from Politecnico di Milano, Milan, in 1978.
In 1983, he was an Assistant Professor of electrical measurements with the Dipartimento di Elettrotecnica, Politecnico di Milano. From 1987 to 1991, he was an Associate Professor of measurements on electrical machines and plants with the University of Cat...Show More
Alessandro Ferrero (M'88–SM'96–F'99) was born in Milan, Italy, in 1954. He received the M.Sc. degree in electrical engineering from Politecnico di Milano, Milan, in 1978.
In 1983, he was an Assistant Professor of electrical measurements with the Dipartimento di Elettrotecnica, Politecnico di Milano. From 1987 to 1991, he was an Associate Professor of measurements on electrical machines and plants with the University of Cat...View more
Author image of Marco Prioli
Dipartimento di Elettrotecnica, Politecnico di Milano, Milan, Italy
Marco Prioli (S'11) was born in Cesena, Italy, in February 18, 1986. He received the M.Sc. degree in electrical engineering in 2010 from Politecnico di Milano, Milan, Italy, where he is currently working toward the Ph.D. degree in electrical engineering with the Dipartimento di Elettrotecnica.
His main research activity is focused on power quality measurement in electric power systems.
Marco Prioli (S'11) was born in Cesena, Italy, in February 18, 1986. He received the M.Sc. degree in electrical engineering in 2010 from Politecnico di Milano, Milan, Italy, where he is currently working toward the Ph.D. degree in electrical engineering with the Dipartimento di Elettrotecnica.
His main research activity is focused on power quality measurement in electric power systems.View more
Author image of Simona Salicone
Dipartimento di Elettrotecnica, Politecnico di Milano, Milan, Italy
Simona Salicone (S'00–M'04–SM'07) was born in Milan, Italy. She received the M.Sc. and Ph.D. degrees in electrical engineering from Politecnico di Milano, Milan, in 2000 and 2004, respectively.
In 2000, she joined the Dipartimento di Elettrotecnica, Politecnico di Milano, as a part-time Researcher on a research project aimed at the metrological characterization of complex distributed measurement systems. Since 2005, she ha...Show More
Simona Salicone (S'00–M'04–SM'07) was born in Milan, Italy. She received the M.Sc. and Ph.D. degrees in electrical engineering from Politecnico di Milano, Milan, in 2000 and 2004, respectively.
In 2000, she joined the Dipartimento di Elettrotecnica, Politecnico di Milano, as a part-time Researcher on a research project aimed at the metrological characterization of complex distributed measurement systems. Since 2005, she ha...View more

I. Introduction

A general increment of the level of distortion of currents and voltages is nowadays contributing to the general deterioration of the electric power quality (PQ). This problem becomes even more critical in deregulated electricity markets, since any disturbance injected in the electric system propagates in the system, thus causing other loads to draw a distorted current. If the source injecting disturbances is not correctly identified, then this may cause disturbed loads to appear as if they were disturbing, thus also opening legal issues in addition to the technical and economical issues [1].

Author image of Alessandro Ferrero
Dipartimento di Elettrotecnica, Politecnico di Milano, Milan, Italy
Alessandro Ferrero (M'88–SM'96–F'99) was born in Milan, Italy, in 1954. He received the M.Sc. degree in electrical engineering from Politecnico di Milano, Milan, in 1978.
In 1983, he was an Assistant Professor of electrical measurements with the Dipartimento di Elettrotecnica, Politecnico di Milano. From 1987 to 1991, he was an Associate Professor of measurements on electrical machines and plants with the University of Catania, Catania, Italy. From 1991 to 1994, he was an Associate Professor of electrical measurements with the Dipartimento di Elettrotecnica, Politecnico di Milano, where he has been a Full Professor of electrical and electronic measurements since 1994. His current research interests include uncertainty evaluation, the application of digital methods to electrical measurements, and measurements on electric power systems under nonsinusoidal conditions.
Prof. Ferrero is a member of the Italian Association of Electrical and Electronic Engineers and the Italian Association for Industrial Automation. He has chaired the Italian Association for Electrical and Electronic Measurements for the three-year term 2004–2007 and has been the President of the IEEE Instrumentation and Measurements Society for the 2008–2009 term. He is the recipient of the 2006 Joseph F. Keithley IEEE Field Award for Instrumentation and Measurement.
Alessandro Ferrero (M'88–SM'96–F'99) was born in Milan, Italy, in 1954. He received the M.Sc. degree in electrical engineering from Politecnico di Milano, Milan, in 1978.
In 1983, he was an Assistant Professor of electrical measurements with the Dipartimento di Elettrotecnica, Politecnico di Milano. From 1987 to 1991, he was an Associate Professor of measurements on electrical machines and plants with the University of Catania, Catania, Italy. From 1991 to 1994, he was an Associate Professor of electrical measurements with the Dipartimento di Elettrotecnica, Politecnico di Milano, where he has been a Full Professor of electrical and electronic measurements since 1994. His current research interests include uncertainty evaluation, the application of digital methods to electrical measurements, and measurements on electric power systems under nonsinusoidal conditions.
Prof. Ferrero is a member of the Italian Association of Electrical and Electronic Engineers and the Italian Association for Industrial Automation. He has chaired the Italian Association for Electrical and Electronic Measurements for the three-year term 2004–2007 and has been the President of the IEEE Instrumentation and Measurements Society for the 2008–2009 term. He is the recipient of the 2006 Joseph F. Keithley IEEE Field Award for Instrumentation and Measurement.View more
Author image of Marco Prioli
Dipartimento di Elettrotecnica, Politecnico di Milano, Milan, Italy
Marco Prioli (S'11) was born in Cesena, Italy, in February 18, 1986. He received the M.Sc. degree in electrical engineering in 2010 from Politecnico di Milano, Milan, Italy, where he is currently working toward the Ph.D. degree in electrical engineering with the Dipartimento di Elettrotecnica.
His main research activity is focused on power quality measurement in electric power systems.
Marco Prioli (S'11) was born in Cesena, Italy, in February 18, 1986. He received the M.Sc. degree in electrical engineering in 2010 from Politecnico di Milano, Milan, Italy, where he is currently working toward the Ph.D. degree in electrical engineering with the Dipartimento di Elettrotecnica.
His main research activity is focused on power quality measurement in electric power systems.View more
Author image of Simona Salicone
Dipartimento di Elettrotecnica, Politecnico di Milano, Milan, Italy
Simona Salicone (S'00–M'04–SM'07) was born in Milan, Italy. She received the M.Sc. and Ph.D. degrees in electrical engineering from Politecnico di Milano, Milan, in 2000 and 2004, respectively.
In 2000, she joined the Dipartimento di Elettrotecnica, Politecnico di Milano, as a part-time Researcher on a research project aimed at the metrological characterization of complex distributed measurement systems. Since 2005, she has been an Assistant Professor of electrical and electronic measurements at the same university. Her research interests are concerned with the analysis of advanced mathematical methods for uncertainty representation and estimation.
Dr. Salicone is a member of the Italian Association for Electrical and Electronic Measurements. She is the recipient of the 2004 IEEE Instrumentation and Measurement Society Outstanding Young Engineer Award.
Simona Salicone (S'00–M'04–SM'07) was born in Milan, Italy. She received the M.Sc. and Ph.D. degrees in electrical engineering from Politecnico di Milano, Milan, in 2000 and 2004, respectively.
In 2000, she joined the Dipartimento di Elettrotecnica, Politecnico di Milano, as a part-time Researcher on a research project aimed at the metrological characterization of complex distributed measurement systems. Since 2005, she has been an Assistant Professor of electrical and electronic measurements at the same university. Her research interests are concerned with the analysis of advanced mathematical methods for uncertainty representation and estimation.
Dr. Salicone is a member of the Italian Association for Electrical and Electronic Measurements. She is the recipient of the 2004 IEEE Instrumentation and Measurement Society Outstanding Young Engineer Award.View more
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