Please use this identifier to cite or link to this item: https://hdl.handle.net/20.500.14279/19720
Title: Enhanced MPC for Fast Frequency Control in Inverter-Dominated Power Systems
Authors: Stanojev, Ognjen 
Markovic, Uros 
Vrettos, Evangelos 
Aristidou, Petros 
Callaway, Duncan 
Hug, Gabriela 
Major Field of Science: Engineering and Technology
Field Category: Electrical Engineering - Electronic Engineering - Information Engineering
Keywords: Model predictive control;Voltage source converter;Frequency support;Low-inertia systems;Support vector regression
Issue Date: Sep-2020
Source: 2020 International Conference on Smart Energy Systems and Technologies (SEST), 7-9 Sept. 2020, Istanbul, Turkey
Conference: 2020 International Conference on Smart Energy Systems and Technologies (SEST) 
Abstract: Due to the rising shares of renewable energy sources, future power systems are facing significant changes in control complexity and system inertia, thus making frequency regulation in power systems more challenging. This paper proposes a novel control scheme based on model predictive control for grid-forming Voltage Source Converters (VSCs), with the goal of exploiting their fast response capabilities and available DC-side energy storage to provide fast frequency control service to the system. An observer based on support vector machine regression detects and estimates system disturbances using only locally available measurements at each VSC. Frequency evolution is then anticipated through state-space predictions and the VSC power output is adjusted to compensate the disturbance and prevent frequency threshold violations. The proposed control scheme is evaluated and its effectiveness demonstrated through detailed time-domain simulations of the IEEE 39-bus test system.
URI: https://hdl.handle.net/20.500.14279/19720
DOI: 10.1109/SEST48500.2020.9203035
Rights: © IEEE
Type: Conference Papers
Affiliation : Cyprus University of Technology 
ETH Zurich 
UC Berkeley 
Appears in Collections:Δημοσιεύσεις σε συνέδρια /Conference papers or poster or presentation

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