Improved Model Predictive controller (MPC) for an Automatic Voltage Regulator (AVR)

N. Mazibuko, K. T. Akindeji, K. Moloi, G. Sharma

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

The achievement of a robust and prompt response in an Automatic Voltage Regulator (AVR) system presents a significant challenge as a result of the high inductance of synchronous generator (SG) windings. Considering the importance of improving AVR performance, it is essential to utilize an appropriate control technique in order to achieve this goal. In this paper an MPC base controller for AVR is improved for an AVR system and compared to the existing Fuzzy Logic Controller (FLC) based AVR designed as my previous work to improve the performance of an AVR. Based on the comprehensive analysis of the available literature, it can be inferred that the exploration of advanced control systems, specifically the Model Predictive Controller (MPC), has not been thoroughly examined within the current corpus of scholarly works. In this work the MPC controller is optimized using MATLAB Simulink. In order to assess the performance of these controllers, we take into account metrics such as the integral of the absolute error (IAE) and the integral of the squared error (ISE) rise time (Tr), settling time (Ts) and the response time has been reduced to 0.4 seconds hence the terminal voltage of a synchronous generator is restored to 1pu in 0.4 seconds.

Original languageEnglish
Title of host publicationProceedings of the 32nd Southern African Universities Power Engineering Conference, SAUPEC 2024
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9798350371345
DOIs
Publication statusPublished - 2024
Event32nd Southern African Universities Power Engineering Conference, SAUPEC 2024 - Stellenbosch, South Africa
Duration: 24 Jan 202425 Jan 2024

Publication series

NameProceedings of the 32nd Southern African Universities Power Engineering Conference, SAUPEC 2024

Conference

Conference32nd Southern African Universities Power Engineering Conference, SAUPEC 2024
Country/TerritorySouth Africa
CityStellenbosch
Period24/01/2425/01/24

ASJC Scopus subject areas

  • Energy Engineering and Power Technology
  • Renewable Energy, Sustainability and the Environment
  • Electrical and Electronic Engineering
  • Mechanical Engineering
  • Safety, Risk, Reliability and Quality

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