A Novel Formulation to Compute Sensitivities to Solve Congestions and Voltage Problems in Active Distribution Networks
Sensitivities are broadly appreciated because of its simplicity and good results in solving voltage problems and congestions in transmission networks. However, since sensitivity calculation is based on a linear approximation of the power flow equations, all decisions commit an intrinsic error that m...
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Format: | Article |
Language: | English |
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IEEE
2021-01-01
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Series: | IEEE Access |
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Online Access: | https://ieeexplore.ieee.org/document/9402871/ |
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author | Fco. Javier Zarco-Soto Jose L. Martinez-Ramos Pedro J. Zarco-Perinan |
author_facet | Fco. Javier Zarco-Soto Jose L. Martinez-Ramos Pedro J. Zarco-Perinan |
author_sort | Fco. Javier Zarco-Soto |
collection | DOAJ |
description | Sensitivities are broadly appreciated because of its simplicity and good results in solving voltage problems and congestions in transmission networks. However, since sensitivity calculation is based on a linear approximation of the power flow equations, all decisions commit an intrinsic error that might lead into unexpected results, especially in distribution networks. This paper analyzes the error associated to sensitivities considering a wide range of control variables and proposes a novel formulation to extend the use of sensitivities to manage congestions in active distribution networks. First, a theoretical analysis is performed to study the origin and propagation of errors. Then, numerical results are presented for two types of distribution networks (20 kV and low voltage grids). Finally, a novel formulation is proposed to extend the use of sensitivities to manage congestions, which will allow to reuse previous sensitivity-based methodologies to solve both voltage problems and congestions in active distribution networks. |
first_indexed | 2024-12-20T06:51:52Z |
format | Article |
id | doaj.art-91fadcc8aa6c498a9f525d9e7f77bd18 |
institution | Directory Open Access Journal |
issn | 2169-3536 |
language | English |
last_indexed | 2024-12-20T06:51:52Z |
publishDate | 2021-01-01 |
publisher | IEEE |
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series | IEEE Access |
spelling | doaj.art-91fadcc8aa6c498a9f525d9e7f77bd182022-12-21T19:49:31ZengIEEEIEEE Access2169-35362021-01-019607136072310.1109/ACCESS.2021.30730829402871A Novel Formulation to Compute Sensitivities to Solve Congestions and Voltage Problems in Active Distribution NetworksFco. Javier Zarco-Soto0https://orcid.org/0000-0002-9194-8459Jose L. Martinez-Ramos1https://orcid.org/0000-0002-3946-9848Pedro J. Zarco-Perinan2https://orcid.org/0000-0003-1952-6515Departamento de Ingeniería Eléctrica, Escuela Técnica Superior de Ingeniería, Universidad de Sevilla, Sevilla, SpainDepartamento de Ingeniería Eléctrica, Escuela Técnica Superior de Ingeniería, Universidad de Sevilla, Sevilla, SpainDepartamento de Ingeniería Eléctrica, Escuela Técnica Superior de Ingeniería, Universidad de Sevilla, Sevilla, SpainSensitivities are broadly appreciated because of its simplicity and good results in solving voltage problems and congestions in transmission networks. However, since sensitivity calculation is based on a linear approximation of the power flow equations, all decisions commit an intrinsic error that might lead into unexpected results, especially in distribution networks. This paper analyzes the error associated to sensitivities considering a wide range of control variables and proposes a novel formulation to extend the use of sensitivities to manage congestions in active distribution networks. First, a theoretical analysis is performed to study the origin and propagation of errors. Then, numerical results are presented for two types of distribution networks (20 kV and low voltage grids). Finally, a novel formulation is proposed to extend the use of sensitivities to manage congestions, which will allow to reuse previous sensitivity-based methodologies to solve both voltage problems and congestions in active distribution networks.https://ieeexplore.ieee.org/document/9402871/Sensitivitiessensitivity-based methodsvoltage controlcongestion managementdistribution networksrenewable energy sources |
spellingShingle | Fco. Javier Zarco-Soto Jose L. Martinez-Ramos Pedro J. Zarco-Perinan A Novel Formulation to Compute Sensitivities to Solve Congestions and Voltage Problems in Active Distribution Networks IEEE Access Sensitivities sensitivity-based methods voltage control congestion management distribution networks renewable energy sources |
title | A Novel Formulation to Compute Sensitivities to Solve Congestions and Voltage Problems in Active Distribution Networks |
title_full | A Novel Formulation to Compute Sensitivities to Solve Congestions and Voltage Problems in Active Distribution Networks |
title_fullStr | A Novel Formulation to Compute Sensitivities to Solve Congestions and Voltage Problems in Active Distribution Networks |
title_full_unstemmed | A Novel Formulation to Compute Sensitivities to Solve Congestions and Voltage Problems in Active Distribution Networks |
title_short | A Novel Formulation to Compute Sensitivities to Solve Congestions and Voltage Problems in Active Distribution Networks |
title_sort | novel formulation to compute sensitivities to solve congestions and voltage problems in active distribution networks |
topic | Sensitivities sensitivity-based methods voltage control congestion management distribution networks renewable energy sources |
url | https://ieeexplore.ieee.org/document/9402871/ |
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