Machine learning based voltage regulation technique using smart rotating magnetic inverter

Muhammad Majid Hussain, Muhammad Siddique, Waqas Javed, Abdul Razaq, Muhammad Naveed Akhter, Farhan Hameed Malik

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In this paper, a control methodology for power distribution line voltage regulations is presented. The salient features of this rotating magnetic inverter (RMI) include novel architecture with reduced electronic components and simple circuitry rather than conventional inverters, making it very economical and easy to implement. A new adaptive control based on a fuzzy logic approach is discussed in this paper, enabling the inverter to work more efficiently for dynamic voltage regulation. This proposed control method is best to mitigate the effect of voltage sags and swells in power distribution lines. On dynamic load variations, the system becomes unstable, and output contains voltage harmonics. Moreover, the RMI is a novel contribution from the authors as it has a unique structure for rotation of magnetic fields. The claim about the performance of the proposed RMI is tested and verified through MATLAB simulation.
Original languageEnglish
Title of host publicationProceedings of the International Conference on Electrical, Computer and Energy Technologies (ICECET 2022)
Place of PublicationPiscataway, NJ
PublisherIEEE
Number of pages6
ISBN (Electronic)9781665470872
ISBN (Print)9781665470889
DOIs
Publication statusPublished - 9 Sep 2022
Event2nd International Conference on Electrical, Computer and Energy Technologies - Czech University of Life Sciences Prague, Prague, Czech Republic
Duration: 20 Jul 202222 Jul 2022
Conference number: 2nd
http://www.icecet.com/

Conference

Conference2nd International Conference on Electrical, Computer and Energy Technologies
Abbreviated titleICECET 2022
Country/TerritoryCzech Republic
CityPrague
Period20/07/2222/07/22
Internet address

Keywords

  • RM inverter
  • Voltage regulation
  • Fuzzy logic control
  • Voltage sag and swells

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