Fully Distributed AC Optimal Power Flow

Optimal generation dispatch is one of the challenging problems in the field of both market and system security due to its non-convexity and uncertainty. Many solutions have been proposed in recent years to solve it by convexification and linearization. Some of these methods fail to be practical, how...

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Main Authors: Hajir Pourbabak, Qais Alsafasfeh, Wencong Su
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8767988/
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spelling doaj-61b28c80f9574a61b23d4a8a103cfe7d2021-04-05T17:10:39ZengIEEEIEEE Access2169-35362019-01-017975949760310.1109/ACCESS.2019.29302408767988Fully Distributed AC Optimal Power FlowHajir Pourbabak0https://orcid.org/0000-0002-1252-1546Qais Alsafasfeh1Wencong Su2https://orcid.org/0000-0003-1482-3078Department of Electrical and Computer Engineering, College of Engineering and Computer Science, University of Michigan-Dearborn, Dearborn, MI, USADepartment of Electrical Power and Mechatronics Engineering, Tafila Technical University, At-Tafilah, JordanDepartment of Electrical and Computer Engineering, College of Engineering and Computer Science, University of Michigan-Dearborn, Dearborn, MI, USAOptimal generation dispatch is one of the challenging problems in the field of both market and system security due to its non-convexity and uncertainty. Many solutions have been proposed in recent years to solve it by convexification and linearization. Some of these methods fail to be practical, however, due to their specific assumptions. In this paper, a fully distributed algorithm is proposed for a complete optimal power flow without any convexification or linearization. A mathematical proof for its global optimality is provided for a simple version of the optimization problem; then it is extended to consider all constraints. Finally, two test power systems, a synthetic 37-bus case study and an IEEE 118-bus test feeder considering all equality and inequality constraints is simulated to evaluate the proposed algorithm's performance.https://ieeexplore.ieee.org/document/8767988/Distributed control methodconsensus algorithmgeneration dispatch
collection DOAJ
language English
format Article
sources DOAJ
author Hajir Pourbabak
Qais Alsafasfeh
Wencong Su
spellingShingle Hajir Pourbabak
Qais Alsafasfeh
Wencong Su
Fully Distributed AC Optimal Power Flow
IEEE Access
Distributed control method
consensus algorithm
generation dispatch
author_facet Hajir Pourbabak
Qais Alsafasfeh
Wencong Su
author_sort Hajir Pourbabak
title Fully Distributed AC Optimal Power Flow
title_short Fully Distributed AC Optimal Power Flow
title_full Fully Distributed AC Optimal Power Flow
title_fullStr Fully Distributed AC Optimal Power Flow
title_full_unstemmed Fully Distributed AC Optimal Power Flow
title_sort fully distributed ac optimal power flow
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2019-01-01
description Optimal generation dispatch is one of the challenging problems in the field of both market and system security due to its non-convexity and uncertainty. Many solutions have been proposed in recent years to solve it by convexification and linearization. Some of these methods fail to be practical, however, due to their specific assumptions. In this paper, a fully distributed algorithm is proposed for a complete optimal power flow without any convexification or linearization. A mathematical proof for its global optimality is provided for a simple version of the optimization problem; then it is extended to consider all constraints. Finally, two test power systems, a synthetic 37-bus case study and an IEEE 118-bus test feeder considering all equality and inequality constraints is simulated to evaluate the proposed algorithm's performance.
topic Distributed control method
consensus algorithm
generation dispatch
url https://ieeexplore.ieee.org/document/8767988/
work_keys_str_mv AT hajirpourbabak fullydistributedacoptimalpowerflow
AT qaisalsafasfeh fullydistributedacoptimalpowerflow
AT wencongsu fullydistributedacoptimalpowerflow
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