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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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 |
_version_ |
1721540137350856704 |