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PMU-Based System State Estimation for Multigrounded Distribution Systems | IEEE Journals & Magazine | IEEE Xplore

PMU-Based System State Estimation for Multigrounded Distribution Systems

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Abstract:

Linear network modeling and phasor measurement units (PMUs) simplify the traditional system state estimation (SSE) problem. The existing multiphase SSE-PMU-based models a...Show More

Abstract:

Linear network modeling and phasor measurement units (PMUs) simplify the traditional system state estimation (SSE) problem. The existing multiphase SSE-PMU-based models are linear including earthing resistances as a fixed and invariable parameter. However, earthing resistances strongly depend on moisture and temperature changes over time. Thus, under unbalanced operation time-varying Neutral-Earth Voltages (NEV) could be higher than admisible touch and step voltages in urban areas. Earthing resistances can be now monitored using specialized meters and therefore duly incorporated as measured and state variables in a multigrounded SSE problem. Thus, the SSE problem becomes non-linear and the standard linear solution approach is no longer suitable. This fact has been overlooked in the literature. To fulfill the research gap, a new multi-grounded SSE-PMU-based formulation is presented. As a key contribution, the normal-equation structure used in linear SSE approaches was extended to a non-linear one in order to allow the estimation of grounding resistances, neutral-to-earth voltages, and neutral currents. The proposal was applied in a 2-bus example for illustration purposes and successfully applied and compared with existing methods under large-scale conditions.
Published in: IEEE Transactions on Power Systems ( Volume: 36, Issue: 2, March 2021)
Page(s): 1071 - 1081
Date of Publication: 18 August 2020

ISSN Information:

Author image of Paulo M. De Oliveira-De Jesus
Department of Electrical and Electronic Engineering, School of Engineering, Universidad de los Andes, Bogotá, Colombia
Paulo M. De Oliveira-De Jesus (Senior Member, IEEE) received the M.Sc. and the Electrical Engineering (5 year course) degrees from Universidad Simón Bolívar (USB), Caracas, Venezuela, and the Ph.D. degree from Oporto University, Portugal, in 2002, 1995, and 2008, respectively. He was Postdoctoral Researcher at Coimbra University, Portugal from 2014 to 2015. Former Head of the USB's Energy Institute. Associate Professor fr...Show More
Paulo M. De Oliveira-De Jesus (Senior Member, IEEE) received the M.Sc. and the Electrical Engineering (5 year course) degrees from Universidad Simón Bolívar (USB), Caracas, Venezuela, and the Ph.D. degree from Oporto University, Portugal, in 2002, 1995, and 2008, respectively. He was Postdoctoral Researcher at Coimbra University, Portugal from 2014 to 2015. Former Head of the USB's Energy Institute. Associate Professor fr...View more
Author image of Nestor A. Rodriguez
Department of Electrical and Electronic Engineering, School of Engineering, Universidad de los Andes, Bogotá, Colombia
Nestor A. Rodriguez received the electrical engineer degree from the Universidad de los Andes, in 2019. His current research interest is focused in power system analysis and state estimation.
Nestor A. Rodriguez received the electrical engineer degree from the Universidad de los Andes, in 2019. His current research interest is focused in power system analysis and state estimation.View more
Author image of David F. Celeita
Department of Electrical and Electronic Engineering, School of Engineering, Universidad de los Andes, Bogotá, Colombia
David F. Celeita (Senior Member, IEEE) received the degree in electronic engineering from Universidad Distrital Francisco Jos de Caldas, Bogota, Colombia, the M.Sc. and Ph.D. degrees in electrical engineering from Universidad de los Andes, Bogota, Colombia, in 2011, 2014, and 2018 respectively. He worked as an Automation Engineer in low and medium voltage applications for a few years. He was a Visiting Researcher at the G...Show More
David F. Celeita (Senior Member, IEEE) received the degree in electronic engineering from Universidad Distrital Francisco Jos de Caldas, Bogota, Colombia, the M.Sc. and Ph.D. degrees in electrical engineering from Universidad de los Andes, Bogota, Colombia, in 2011, 2014, and 2018 respectively. He worked as an Automation Engineer in low and medium voltage applications for a few years. He was a Visiting Researcher at the G...View more
Author image of Gustavo A. Ramos
Department of Electrical and Electronic Engineering, School of Engineering, Universidad de los Andes, Bogotá, Colombia
Gustavo A. Ramos (Senior Member, IEEE) received the degree in electrical engineering from Universidad Nacional, Manizales, Colombia, the M.Sc. and Ph.D. degrees in electrical engineering from Universidad de Los Andes, Bogota, Colombia, 1997, 1999, and 2008, respectively. He is currently an Associate Professor with the Department of Electrical Engineering at School of Engineering, Universidad de Los Andes, Colombia where i...Show More
Gustavo A. Ramos (Senior Member, IEEE) received the degree in electrical engineering from Universidad Nacional, Manizales, Colombia, the M.Sc. and Ph.D. degrees in electrical engineering from Universidad de Los Andes, Bogota, Colombia, 1997, 1999, and 2008, respectively. He is currently an Associate Professor with the Department of Electrical Engineering at School of Engineering, Universidad de Los Andes, Colombia where i...View more

Author image of Paulo M. De Oliveira-De Jesus
Department of Electrical and Electronic Engineering, School of Engineering, Universidad de los Andes, Bogotá, Colombia
Paulo M. De Oliveira-De Jesus (Senior Member, IEEE) received the M.Sc. and the Electrical Engineering (5 year course) degrees from Universidad Simón Bolívar (USB), Caracas, Venezuela, and the Ph.D. degree from Oporto University, Portugal, in 2002, 1995, and 2008, respectively. He was Postdoctoral Researcher at Coimbra University, Portugal from 2014 to 2015. Former Head of the USB's Energy Institute. Associate Professor from 2007 to 2014 and Full Professor from 2014 to 2016. Currently he is Visiting Professor with the Department of Electrical Engineering, School of Engineering, Universidad de Los Andes, Colombia. His research interests include technical and economic issues of electric power and energy systems.
Paulo M. De Oliveira-De Jesus (Senior Member, IEEE) received the M.Sc. and the Electrical Engineering (5 year course) degrees from Universidad Simón Bolívar (USB), Caracas, Venezuela, and the Ph.D. degree from Oporto University, Portugal, in 2002, 1995, and 2008, respectively. He was Postdoctoral Researcher at Coimbra University, Portugal from 2014 to 2015. Former Head of the USB's Energy Institute. Associate Professor from 2007 to 2014 and Full Professor from 2014 to 2016. Currently he is Visiting Professor with the Department of Electrical Engineering, School of Engineering, Universidad de Los Andes, Colombia. His research interests include technical and economic issues of electric power and energy systems.View more
Author image of Nestor A. Rodriguez
Department of Electrical and Electronic Engineering, School of Engineering, Universidad de los Andes, Bogotá, Colombia
Nestor A. Rodriguez received the electrical engineer degree from the Universidad de los Andes, in 2019. His current research interest is focused in power system analysis and state estimation.
Nestor A. Rodriguez received the electrical engineer degree from the Universidad de los Andes, in 2019. His current research interest is focused in power system analysis and state estimation.View more
Author image of David F. Celeita
Department of Electrical and Electronic Engineering, School of Engineering, Universidad de los Andes, Bogotá, Colombia
David F. Celeita (Senior Member, IEEE) received the degree in electronic engineering from Universidad Distrital Francisco Jos de Caldas, Bogota, Colombia, the M.Sc. and Ph.D. degrees in electrical engineering from Universidad de los Andes, Bogota, Colombia, in 2011, 2014, and 2018 respectively. He worked as an Automation Engineer in low and medium voltage applications for a few years. He was a Visiting Researcher at the Georgia Institute of Technology and he served as a Postdoctoral Researcher at CentraleSuplec with an industry partner in France. He is currently a Postdoctoral Research Associate at Universidad de los Andes. His research interest includes protective - relaying control, smart grids, advanced distribution automation, fault location, and real-time simulation.
David F. Celeita (Senior Member, IEEE) received the degree in electronic engineering from Universidad Distrital Francisco Jos de Caldas, Bogota, Colombia, the M.Sc. and Ph.D. degrees in electrical engineering from Universidad de los Andes, Bogota, Colombia, in 2011, 2014, and 2018 respectively. He worked as an Automation Engineer in low and medium voltage applications for a few years. He was a Visiting Researcher at the Georgia Institute of Technology and he served as a Postdoctoral Researcher at CentraleSuplec with an industry partner in France. He is currently a Postdoctoral Research Associate at Universidad de los Andes. His research interest includes protective - relaying control, smart grids, advanced distribution automation, fault location, and real-time simulation.View more
Author image of Gustavo A. Ramos
Department of Electrical and Electronic Engineering, School of Engineering, Universidad de los Andes, Bogotá, Colombia
Gustavo A. Ramos (Senior Member, IEEE) received the degree in electrical engineering from Universidad Nacional, Manizales, Colombia, the M.Sc. and Ph.D. degrees in electrical engineering from Universidad de Los Andes, Bogota, Colombia, 1997, 1999, and 2008, respectively. He is currently an Associate Professor with the Department of Electrical Engineering at School of Engineering, Universidad de Los Andes, Colombia where is involved in teaching courses on power electronics, fundamentals of power systems, power quality, distribution, and industrial systems design. His research interests include power quality and transients in grounding systems.
Gustavo A. Ramos (Senior Member, IEEE) received the degree in electrical engineering from Universidad Nacional, Manizales, Colombia, the M.Sc. and Ph.D. degrees in electrical engineering from Universidad de Los Andes, Bogota, Colombia, 1997, 1999, and 2008, respectively. He is currently an Associate Professor with the Department of Electrical Engineering at School of Engineering, Universidad de Los Andes, Colombia where is involved in teaching courses on power electronics, fundamentals of power systems, power quality, distribution, and industrial systems design. His research interests include power quality and transients in grounding systems.View more
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