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Fast Resource Scheduling for Distribution Systems Enabled with Discrete Control Devices
Author(s)
Date Issued
2020-09
Date Available
2024-06-24T12:24:58Z
Abstract
This article proposes a framework for fast short-term scheduling and steady-state voltage control in distribution systems enabled with both continuous control devices, e.g., inverter interfaced distributed generators (DGs) and discrete control devices (DCDs), e.g., on-load tap changers. The voltage-dependent nature of loads is taken into account to further reduce the operating cost by managing the voltage levels. Branch and cut method is applied to handle the integrality constraints associated with the operation of DCDs. A globally convergent trust region algorithm (TRA) is applied to solve the integer-relaxed problems at each node during the branching process. The TRA subproblems are solved using interior point method. To reduce the branching burden of branch and cut algorithm, before applying TRA at each node, a simplified optimization problem is first solved. Using the convergence status and value of objective function of this problem, a faster decision is made on stopping the regarding branch. Solving the simplified problem obviates the application of TRA at most nodes. It is shown that the method converges to the optimal solution with a considerable saving in computation time according to the numerical studies.
Sponsorship
Science Foundation Ireland
Type of Material
Journal Article
Publisher
IEEE
Journal
IEEE Systems Journal
Volume
14
Issue
3
Start Page
3767
End Page
3778
Copyright (Published Version)
2020 IEEE
Language
English
Status of Item
Peer reviewed
ISSN
1932-8184
This item is made available under a Creative Commons License
File(s)
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Name
Fast Resource Scheduling for Distribution Systems Enabled with Discrete Control Devices.pdf
Size
540.5 KB
Format
Adobe PDF
Checksum (MD5)
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