Phadke AG, Bi T (2018) Phasor measurement units, WAMS, and their applications in protection and control of power systems. Experimental analysis shows that the proposed model successfully detects and mitigates attacks’ adverse effects on the end application.
#POWER WORLD SIMULATOR WSCC 3 MACHINE 9 BUS SYSTEM SIMULATOR#
The efficacy of the proposed framework for different attack scenarios has been verified on the WSCC 9-Bus System modeled on a developed real-time digital simulator (RTDS)-based integrated cyber-physical WAMS testbed. A Random Forrest classifier is used in the end application to distinguish fault events from other disturbances and supervise the third zone of distance relay for backup protection of transmission lines. The corrected PDC data-stream is then forwarded to the decision-making end application, making it resilient against attacks. It includes deep learning-based Long Short Term Memory (LSTM) model for real-time detection of anomalies in time-series PMU measurements and isolating the compromised PMUs followed by Generative Adversarial Imputation Nets (GAIN) for the reconstruction of the compromised PMU’s data. This paper presents a novel cyber-attack resilient WAMS framework incorporating both attack detection and mitigation modules that ensure the resiliency of PMU data-based supervisory protection applications. However, WAMS is vulnerable to cyber-attacks. Wide area measurement system (WAMS) infrastructure comprising of phasor measurement units (PMUs) has recently shown remarkable progress in solving complex power system problems and avoiding blackouts. 2014.Cyber-attacks on smart-grid systems have become increasingly more complicated, and there is a need for taking detection and mitigation measures to combat their adverse effects on the smart-grid infrastructure. Jaikumar Pettikkattil, "IEEE 9 Bus," Mathworks Simulink File Exchange Center, Mar. Murillo-Sánchez and others, "MATPOWER: A MATLAB Power System Simulation Package,". DigSILENT PowerFactory, DigSILENT PowerFactory 14.1, 2015. Anderson Power System," Power Systems Test Cases. The Illinois Center for a Smarter Electric Grid (ICSEG), "WSCC 9-Bus System," Power Cases. Halifax, Nova Scotia, Canada: Dalhousie University, Electrical and Computer Engineering. We suggest the following pseudo-APA reference format for referring to this repository:Īli R. This will help others to obtain the same data sets and replicate your experiments. If you publish material based on databases obtained from this repository, then, in your acknowledgments, please note the assistance you received by using this repository. \(\bullet\) Mathworks MATLAB with Simulink (v. \(\bullet\) IEEE Common Data Format (CDF Format) \(\bullet\) The following single-line diagrams are taken from the corresponding commercial programs and edited in Adobe Photoshop CS6. As a test case, the WSCC 9-bus case is easy to control, as it has few voltage control devices. The line complex powers are around hundreds of MVA each. \(\bullet\) The base KV levels are 13.8 kV, 16.5 kV, 18 kV, and 230 kV. \(\bullet\) This test case consists of 9 buses, 3 generators, 3 two-winding power transformers, 6 lines and 3 loads. \(\bullet\) This WSCC 3 Machines, 9 Bus Test Case (known as P.M Anderson 9 Bus) represents a simple approximation of the Western System Coordinating Council (WSCC) to an equivalent system with nine buses and three generators.
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