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Centralized volt-var optimization strategy considering malicious attack on distributed energy resources control
File | Description | Size | Format | |
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07959131.pdf | Published version | 1.3 MB | Adobe PDF | View/Open |
Title: | Centralized volt-var optimization strategy considering malicious attack on distributed energy resources control |
Authors: | Majumdar, A Agalgoankar, YP Pal, BC Gottschalg, R |
Item Type: | Journal Article |
Abstract: | The adoption of information and communication technology (ICT) based centralized volt-var control (VVC) leads to an optimal operation of a distribution feeder. However, it also poses a challenge that an adversary can tamper with the metered data and thus can render the VVC action ineffective. Distribution system state estimation (DSSE) acts as a backbone of centralized VVC. Distributed energy resources (DER) injection measurements constitute leverage measurements from a DSSE point of view. This paper proposes two solutions as a volt var optimization-distribution system state estimation (VVO-DSSE) malicious attack mitigating strategy when the DER injection measurements are compromised. The first solution is based on local voltage regulation controller set-points. The other solution effectively employs historical data or forecast information. The concept is based on a cumulant based probabilistic optimal power flow with the objective of minimizing the expectation of total power losses. The effectiveness of the approach is performed on the 95-bus UK generic distribution system (UKGDS) and validated against Monte Carlo simulations. |
Issue Date: | 26-Jun-2017 |
Date of Acceptance: | 16-May-2017 |
URI: | http://hdl.handle.net/10044/1/48596 |
DOI: | https://dx.doi.org/10.1109/TSTE.2017.2706965 |
ISSN: | 1949-3037 |
Publisher: | IEEE |
Start Page: | 148 |
End Page: | 156 |
Journal / Book Title: | IEEE Transactions on Sustainable Energy |
Volume: | 9 |
Issue: | 1 |
Copyright Statement: | © 2017 The Authors. This work is licensed under a Creative Commons Attribution 3.0 License. For more information, see http://creativecommons.org/licenses/by/3.0/ |
Sponsor/Funder: | Engineering & Physical Science Research Council (E |
Funder's Grant Number: | EP/K02227X/1 |
Keywords: | Science & Technology Technology GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY Energy & Fuels Engineering, Electrical & Electronic Science & Technology - Other Topics Engineering Bad data detection (BDD) distributed energy resources (DER) malicious attacks volt var optimization (VVO) PROBABILISTIC LOAD FLOW DISTRIBUTION NETWORKS STATE ESTIMATION GENERATION EXPANSION PLACEMENT MODELS 0906 Electrical And Electronic Engineering 0915 Interdisciplinary Engineering |
Publication Status: | Published |
Appears in Collections: | Electrical and Electronic Engineering Faculty of Engineering |