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Engineering Review : Međunarodni časopis namijenjen publiciranju originalnih istraživanja s aspekta analize konstrukcija, materijala i novih tehnologija u području strojarstva, brodogradnje, temeljnih tehničkih znanosti, elektrotehnike, računarstva i građevinarstva, Vol. 45 No. 3, 2025.

Izvorni znanstveni članak

https://doi.org/10.30765/er.2804

A prototype co-relation of PID, fuzzy logic, and artificial neural network controllers for automatic voltage regulator

Zeeshan Arfeen orcid id orcid.org/0000-0002-5661-9107 ; Department of Electrical Engineering, The Islamia University of Bahawalpur, Southern Punjab, Pakistan *
Shah Zaman orcid id orcid.org/0009-0007-6639-040X ; Department of Electrical Engineering, University of Engineering and Technology, Taxila, Pakistan
Zeeshan Rashid orcid id orcid.org/0000-0002-5592-4126 ; Department of Electrical Engineering, The Islamia University of Bahawalpur, Southern Punjab, Pakistan
Wei Wei Heng orcid id orcid.org/0000-0002-5715-1139 ; Key Laboratory of Complex Systems Modeling and Simulation Ministry of Education, 310018, Hangzhou, China; Zhoushan Tongbo Marine Electronic Information Research Institute, Hangzhou Dianzi University, 316104, Zhoushan, China
Musfirah Binte Tariq orcid id orcid.org/0000-0003-3273-5557 ; Department of Electrical Engineering, Khwaja Fareed University of Engineering and Information Technology, Rahim Yar Khan, Pakistan
Zain-ul-Abiden Akhtar ; Department of Information and Communication Engineering, The Islamia University of Bahawalpur (IUB), Southern Punjab - Bahawalpur- Pakistan

* Dopisni autor.

Puni tekst: engleski pdf 1.374 Kb

str. 116-136

preuzimanja: 38

citiraj

Sažetak

This paper relates the design of various controllers for regulating the voltage within limits. AVR is the automatic voltage regulator device that stabilized the output voltages under the influence of variable loads. AVR regulates the voltage but there are too many fluctuations in voltage, PID controller, Fuzzy logic controller, and Artificial Neural Networks (ANN) are designed for tackling such issues. By comparing the output of these controllers better and optimal results are concluded. For constant, continuous, and stabilized output voltages, optimal  tuning of PID controller, fuzzy logic, and ANN controller is necessary, and their tuning schemes are presented by computer simulations in an AVR system.

Ključne riječi

artificial neural network (ANN); automatic voltage regulator (AVR); fuzzy logic; PID controller; transfer function

Hrčak ID:

341334

URI

https://hrcak.srce.hr/341334

Datum izdavanja:

9.10.2025.

Posjeta: 144 *