Assessment of Neutral Voltages in Distribution Networks via Monte Carlo Simulation and Load Flow Independent Grounding Approximation

The computation of neutral voltages in power systems via load flow algorithms and Monte Carlo simulation is a topic that is receiving increased attention in recent works due to growth in installed distributed generation. In this paper, a novel method is proposed for estimating neutral voltage prob...

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Main Authors: CORREA, H. P., VIEIRA, F. H. T., NEGRETE, L. P. G.
Format: Article
Language:English
Published: Stefan cel Mare University of Suceava 2020-11-01
Series:Advances in Electrical and Computer Engineering
Subjects:
Online Access:http://dx.doi.org/10.4316/AECE.2020.04006
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spelling doaj-937017858f264e20939f1f6f0c92d4c22020-11-29T09:56:10ZengStefan cel Mare University of SuceavaAdvances in Electrical and Computer Engineering1582-74451844-76002020-11-01204455210.4316/AECE.2020.04006Assessment of Neutral Voltages in Distribution Networks via Monte Carlo Simulation and Load Flow Independent Grounding ApproximationCORREA, H. P.VIEIRA, F. H. T.NEGRETE, L. P. G.The computation of neutral voltages in power systems via load flow algorithms and Monte Carlo simulation is a topic that is receiving increased attention in recent works due to growth in installed distributed generation. In this paper, a novel method is proposed for estimating neutral voltage probability density functions in terms of system grounding impedances and in the presence of stochastic distributed generation. The main advantage of the proposed method is that it does not require solving load flow for each set of possible grounding impedances. Instead, a single load flow is required for the entire set, whose results are then used for estimating neutral voltage as a function of grounding impedance via Y-bus inversion. A case study is carried out via simulation to validate the method. The obtained results suggest that the proposed method provides low estimation error and yields significant reduction in computational complexity with respect to the standard load flow-based method.http://dx.doi.org/10.4316/AECE.2020.04006monte carlo methodsestimationgroundingpower distributiondistributed power generation
collection DOAJ
language English
format Article
sources DOAJ
author CORREA, H. P.
VIEIRA, F. H. T.
NEGRETE, L. P. G.
spellingShingle CORREA, H. P.
VIEIRA, F. H. T.
NEGRETE, L. P. G.
Assessment of Neutral Voltages in Distribution Networks via Monte Carlo Simulation and Load Flow Independent Grounding Approximation
Advances in Electrical and Computer Engineering
monte carlo methods
estimation
grounding
power distribution
distributed power generation
author_facet CORREA, H. P.
VIEIRA, F. H. T.
NEGRETE, L. P. G.
author_sort CORREA, H. P.
title Assessment of Neutral Voltages in Distribution Networks via Monte Carlo Simulation and Load Flow Independent Grounding Approximation
title_short Assessment of Neutral Voltages in Distribution Networks via Monte Carlo Simulation and Load Flow Independent Grounding Approximation
title_full Assessment of Neutral Voltages in Distribution Networks via Monte Carlo Simulation and Load Flow Independent Grounding Approximation
title_fullStr Assessment of Neutral Voltages in Distribution Networks via Monte Carlo Simulation and Load Flow Independent Grounding Approximation
title_full_unstemmed Assessment of Neutral Voltages in Distribution Networks via Monte Carlo Simulation and Load Flow Independent Grounding Approximation
title_sort assessment of neutral voltages in distribution networks via monte carlo simulation and load flow independent grounding approximation
publisher Stefan cel Mare University of Suceava
series Advances in Electrical and Computer Engineering
issn 1582-7445
1844-7600
publishDate 2020-11-01
description The computation of neutral voltages in power systems via load flow algorithms and Monte Carlo simulation is a topic that is receiving increased attention in recent works due to growth in installed distributed generation. In this paper, a novel method is proposed for estimating neutral voltage probability density functions in terms of system grounding impedances and in the presence of stochastic distributed generation. The main advantage of the proposed method is that it does not require solving load flow for each set of possible grounding impedances. Instead, a single load flow is required for the entire set, whose results are then used for estimating neutral voltage as a function of grounding impedance via Y-bus inversion. A case study is carried out via simulation to validate the method. The obtained results suggest that the proposed method provides low estimation error and yields significant reduction in computational complexity with respect to the standard load flow-based method.
topic monte carlo methods
estimation
grounding
power distribution
distributed power generation
url http://dx.doi.org/10.4316/AECE.2020.04006
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