Cyber-Security Constrained Placement of FACTS Devices in Power Networks From a Novel Topological Perspective

被引:17
作者
Parastvand, Hossein [1 ]
Bass, Octavian [1 ]
Masoum, Mohammad A. S. [2 ]
Chapman, Airlie [3 ]
Lachowicz, Stefan [1 ]
机构
[1] Edith Cowan Univ, Sch Engn, Smart Energy Syst Res Grp, Joondalup, WA 6027, Australia
[2] Utah Valley Univ, Dept Engn, Orem, UT 84058 USA
[3] Univ Melbourne, Sch Engn, Dept Mech Engn, Melbourne, Vic 3010, Australia
关键词
Controllability; Generators; Security; Optimization; Hybrid power systems; Network topology; placement; FACTS devices; graph theory; power system security; cyber-security; cyber-physical system; shunt voltage sourced converter; PARTICLE SWARM OPTIMIZATION; VOLTAGE STABILITY; TRANSIENT STABILITY; SYSTEM; CONTROLLABILITY; ENHANCEMENT; FLOW; REDUCTION; ALGORITHM; STATCOM;
D O I
10.1109/ACCESS.2020.3001308
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Optimal placement of flexible AC transmission systems (FACTS) devices and the cybersecurity of associated data exchange are crucial for the controllability of wide area power networks. The placement of FACTS devices is studied in this paper from a novel graph theoretic perspective, which unlike the existing approaches, purely relies on topological characteristics of the underlying physical graphs of power networks. To this end, the maximum matching principle (MMP) is used to flnd the set of required FACTS devices for the grid controllability. In addition, the cyber-security of the most critical data related to the FACTS controllers is guaranteed by introducing the concept of moderated-k -security where k is a measure of data obscurity from the adversary perspective. The idea of moderated-k -symmetry is proposed to facilitate the arrangement of the published cyber graph based on a permutation of nodes within the symmetry group of the grid, called generator of automorphism. It is then verifled that the published cyber-graph can signiflcantly obscure the data exchange over the cyber graph for adversaries. Finally, a similarity is observed and demonstrated between the set of critical nodes attained from the symmetry analysis and the solution of the FACTS devices placement that further highlights the importance of symmetry for the analysis and design of complex power networks. Detailed simulations are applied to three power networks and analyzed to demonstrate the performance and eligibility of the proposed methods and results.
引用
收藏
页码:108201 / 108215
页数:15
相关论文
共 68 条
[1]   Artificial bee colony algorithm for solving multi-objective optimal power flow problem [J].
Adaryani, M. Rezaei ;
Karami, A. .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2013, 53 :219-230
[2]   Load flow balancing and transient stability analysis in renewable integrated power grids [J].
Adnan, Muhammad ;
Tariq, Muhammad ;
Zhou, Zhenyu ;
Poor, H. Vincent .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2019, 104 :744-771
[3]   Determining potential stability enhancements of flexible AC transmission system devices using corrected transient energy function [J].
Aghaei, Jamshid ;
Zarei, Mahdi ;
Asban, Mohammadreza ;
Ghavidel, Sahand ;
Heidari, Alireza ;
Agelidis, Vassilios G. .
IET GENERATION TRANSMISSION & DISTRIBUTION, 2016, 10 (02) :470-476
[4]   Optimal placement and sizing of multi-type FACTS devices in power systems using metaheuristic optimisation techniques: An updated review [J].
Al Ahmad, Ahmad ;
Sirjani, Reza .
AIN SHAMS ENGINEERING JOURNAL, 2020, 11 (03) :611-628
[5]   Multiobjective Optimal Location of FACTS Shunt-Series Controllers for Power System Operation Planning [J].
Ara, A. Lashkar ;
Kazemi, A. ;
Niaki, S. A. Nabavi .
IEEE TRANSACTIONS ON POWER DELIVERY, 2012, 27 (02) :481-490
[6]   Variable Universe Fuzzy Logic-Based Hybrid LFC Control with Real-Time Implementation [J].
Aziz, Saddam ;
Wang, Huaizhi ;
Liu, Yitao ;
Peng, Jianchun ;
Jiang, Hui .
IEEE ACCESS, 2019, 7 :25535-25546
[7]  
Bakar N. A., 2017, P IEEE SYS C EN CONV, P321, DOI [10.1109/CENCON.2017.8262484, DOI 10.1109/CENCON.2017.8262484]
[8]  
Beheshtaein S, 2018, IEEE POW ENER SOC GE
[9]   Optimization of controllers parameters for damping local area oscillation to enhance the stability of an interconnected system with wind farm [J].
Bhukya, Jawaharlal ;
Mahajan, Vasundhara .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2020, 119
[10]   Real Option Valuation of FACTS Investments Based on the Least Square Monte Carlo Method [J].
Blanco, Gerardo ;
Olsina, Fernando ;
Garces, Francisco ;
Rehtanz, Christian .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2011, 26 (03) :1389-1398