Fully distributed AC power flow (ACPF) algorithm for distribution systems

Power flow is one of the basic tools for system operation and control. Due to its nature, which determines the complex nodal voltages, line flows, currents and losses, it enforces a large computation load on a power system. A distributed/decentralised algorithm unburdens the central controller and s...

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Main Authors: Hajir Pourbabak, Adetokunbo Ajao, Tao Chen, Wencong Su
Format: Article
Language:English
Published: Wiley 2018-12-01
Series:IET Smart Grid
Subjects:
Online Access:https://digital-library.theiet.org/content/journals/10.1049/iet-stg.2018.0060
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spelling doaj-8bf930a7b37144b99163d151b3d040882021-04-02T11:48:56ZengWileyIET Smart Grid2515-29472018-12-0110.1049/iet-stg.2018.0060IET-STG.2018.0060Fully distributed AC power flow (ACPF) algorithm for distribution systemsHajir Pourbabak0Adetokunbo Ajao1Tao Chen2Wencong Su3Department of Electrical and Computer Engineering, College of Engineering & Computer Science, University of MichiganDepartment of Electrical and Computer Engineering, College of Engineering & Computer Science, University of MichiganDepartment of Electrical and Computer Engineering, College of Engineering & Computer Science, University of MichiganDepartment of Electrical and Computer Engineering, College of Engineering & Computer Science, University of MichiganPower flow is one of the basic tools for system operation and control. Due to its nature, which determines the complex nodal voltages, line flows, currents and losses, it enforces a large computation load on a power system. A distributed/decentralised algorithm unburdens the central controller and shares the total computation load with all agents. Therefore, such algorithms are an effective method for dealing with power flow complexity. In this study, a distributed method based on a linearised AC power system is proposed. First, the linearisation procedure of a comprehensive non-linear AC power flow (ACPF) is detailed. Second, a distributed method is presented based upon the linear ACPF equations. Three case studies are presented to evaluate the overall performance of the proposed method. In the first case study, the accuracy level of both linearised ACPF and distributed ACPF is assessed. In the second case study, the dynamic performance of distributed ACPF is investigated based on the load sudden changes. In the third case study, the scalability of the proposed distributed ACPF is evaluated by applying it to a larger power system.https://digital-library.theiet.org/content/journals/10.1049/iet-stg.2018.0060load flowpower system securitypower system managementAC power flow algorithmdistribution systemssystem operationcontrolcomplex nodal voltagesdistributed/decentralised algorithmcentral controllersharestotal computation loadeffective methodpower flow complexitydistributed methodlinearised AC power systemnonlinear AC power flowlinear ACPF equationscase studylinearised ACPFdistributed ACPFlarger power system
collection DOAJ
language English
format Article
sources DOAJ
author Hajir Pourbabak
Adetokunbo Ajao
Tao Chen
Wencong Su
spellingShingle Hajir Pourbabak
Adetokunbo Ajao
Tao Chen
Wencong Su
Fully distributed AC power flow (ACPF) algorithm for distribution systems
IET Smart Grid
load flow
power system security
power system management
AC power flow algorithm
distribution systems
system operation
control
complex nodal voltages
distributed/decentralised algorithm
central controller
shares
total computation load
effective method
power flow complexity
distributed method
linearised AC power system
nonlinear AC power flow
linear ACPF equations
case study
linearised ACPF
distributed ACPF
larger power system
author_facet Hajir Pourbabak
Adetokunbo Ajao
Tao Chen
Wencong Su
author_sort Hajir Pourbabak
title Fully distributed AC power flow (ACPF) algorithm for distribution systems
title_short Fully distributed AC power flow (ACPF) algorithm for distribution systems
title_full Fully distributed AC power flow (ACPF) algorithm for distribution systems
title_fullStr Fully distributed AC power flow (ACPF) algorithm for distribution systems
title_full_unstemmed Fully distributed AC power flow (ACPF) algorithm for distribution systems
title_sort fully distributed ac power flow (acpf) algorithm for distribution systems
publisher Wiley
series IET Smart Grid
issn 2515-2947
publishDate 2018-12-01
description Power flow is one of the basic tools for system operation and control. Due to its nature, which determines the complex nodal voltages, line flows, currents and losses, it enforces a large computation load on a power system. A distributed/decentralised algorithm unburdens the central controller and shares the total computation load with all agents. Therefore, such algorithms are an effective method for dealing with power flow complexity. In this study, a distributed method based on a linearised AC power system is proposed. First, the linearisation procedure of a comprehensive non-linear AC power flow (ACPF) is detailed. Second, a distributed method is presented based upon the linear ACPF equations. Three case studies are presented to evaluate the overall performance of the proposed method. In the first case study, the accuracy level of both linearised ACPF and distributed ACPF is assessed. In the second case study, the dynamic performance of distributed ACPF is investigated based on the load sudden changes. In the third case study, the scalability of the proposed distributed ACPF is evaluated by applying it to a larger power system.
topic load flow
power system security
power system management
AC power flow algorithm
distribution systems
system operation
control
complex nodal voltages
distributed/decentralised algorithm
central controller
shares
total computation load
effective method
power flow complexity
distributed method
linearised AC power system
nonlinear AC power flow
linear ACPF equations
case study
linearised ACPF
distributed ACPF
larger power system
url https://digital-library.theiet.org/content/journals/10.1049/iet-stg.2018.0060
work_keys_str_mv AT hajirpourbabak fullydistributedacpowerflowacpfalgorithmfordistributionsystems
AT adetokunboajao fullydistributedacpowerflowacpfalgorithmfordistributionsystems
AT taochen fullydistributedacpowerflowacpfalgorithmfordistributionsystems
AT wencongsu fullydistributedacpowerflowacpfalgorithmfordistributionsystems
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