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Centralized volt-var optimization strategy considering malicious attack on distributed energy resources control

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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