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In power systems, the entire setup is divided into protective zones to isolate faults and protect the rest of the network. These zones include generators, transformers, buses, transmission lines, distribution lines, and motors. Each zone can be visualized as a separate room in a house, with each room protected by its own circuit breaker.
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Radial systems employ time-delay overcurrent relays to reduce load interruptions. When a fault occurs, the nearest breaker opens first, while upstream breakers remain closed due to longer delay settings. This approach ensures minimal disruption to the rest of the system.
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Controller Cyber-Attack Detection and Isolation.

Anna Sztyber-Betley1, Michał Syfert1, Jan Maciej Kościelny1

  • 1Faculty of Mechatronics, Warsaw University of Technology, 00-661 Warsaw, Poland.

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|March 11, 2023
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Summary
This summary is machine-generated.

This study presents a novel cyber security approach for industrial control systems, integrating fault detection and isolation with control loop performance monitoring to identify cyber-attacks. The method uses standard operating data for effective anomaly detection and isolation in critical infrastructure.

Keywords:
control loop performancecyber-attackcybersecurityfault detectionfault isolationlinear modelsneural networks

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Area of Science:

  • Engineering
  • Computer Science
  • Cyber Security

Background:

  • Industrial control systems (ICS) are vulnerable to cyber-attacks and process faults.
  • Existing methods for fault detection and isolation (FDI) and control loop performance assessment have limitations in integrated cyber security.
  • Cybernetic faults can disrupt ICS operations, necessitating robust diagnostic tools.

Purpose of the Study:

  • To develop and evaluate an integrated approach for detecting and isolating cyber-attacks in industrial control systems.
  • To enhance the cyber security of critical infrastructure by diagnosing anomalies affecting control loop performance.
  • To validate the proposed method using real-world operational data from a power unit boiler.

Main Methods:

  • Integration of model-based control algorithm checking with control loop performance indicator tracking.
  • Utilizing a binary diagnostic matrix for anomaly isolation.
  • Employing standard operational data: process variable (PV), setpoint (SP), and control signal (CV).

Main Results:

  • The proposed integrated approach effectively detects and isolates anomalies, including cyber-attacks.
  • The method demonstrated applicability and effectiveness on a superheater control system in a power unit boiler.
  • Standard operational data proved sufficient for diagnosing complex cybernetic faults.

Conclusions:

  • The integrated cyber security approach offers a promising solution for protecting industrial control systems.
  • The method is effective in diagnosing both process faults and cyber-attacks using readily available data.
  • Further research is needed to explore the full applicability and limitations of the approach in diverse ICS environments.