학술논문

Event-Triggered Load Frequency Control Based on Age-of-Information
Document Type
Periodical
Source
IEEE Transactions on Power Systems IEEE Trans. Power Syst. Power Systems, IEEE Transactions on. 38(3):2348-2361 May, 2023
Subject
Power, Energy and Industry Applications
Components, Circuits, Devices and Systems
Delays
Frequency control
Power systems
Intelligent sensors
Communication channels
Real-time systems
Bandwidth
Load frequency control (LFC)
power system
age of information (AoI)
event-triggered control
LQR control
Language
ISSN
0885-8950
1558-0679
Abstract
This article investigates the role of age of information (AoI) in the load frequency control (LFC) of power systems. Smart grids employ an open information update system, which introduces pressing issues such as management of information freshness and limitation of communication bandwidth. Communication delay, though widely used to characterize the information packets, is not able to keep up the information freshness and often becomes the inherent source of information staleness. In this article, AoI is used in the design of an event-triggered communication scheduler to manage the information updating process and alleviate the effect of limited communication bandwidth. AoI is also used in the design of an LQR (linear quadratic regulator) controller for the improvement of LFC performance. Case studies are presented to demonstrate that the proposed LFC-AoI model and the event-triggered LQR controller offer better LFC performance than the existing LFC methods.