Optimal Control of Automatic Voltage Regulator System with Coronavirus Herd Immunity Optimizer Algorithm-Based PID plus Second Order Derivative Controller

Selçuk EMİROĞLU, (Sakarya Üniversitesi, Elektrik ve Elektronik Mühendisliği Bölümü, Sakarya, Türkiye)
Talha Enes GÜMÜŞ (Sakarya Üniversitesi, Elektrik ve Elektronik Mühendisliği Bölümü, Sakarya, Türkiye)
Academic Platform journal of engineering and smart systems (Online)
8 1
Yıl: 2022 Cilt: 10 Sayı: 3 Sayfa Aralığı: 174 - 183 Metin Dili: İngilizce DOI: 10.21541/apjess.1149455 İndeks Tarihi: 21-09-2022

Optimal Control of Automatic Voltage Regulator System with Coronavirus Herd Immunity Optimizer Algorithm-Based PID plus Second Order Derivative Controller

Öz:
Optimal control of the Automatic Voltage Regulator (AVR) system can improve the system behavior with the optimal parameters obtained based on optimization. The design of proposed Proportional Integral Derivative (PID) and Proportional Integral Derivative Plus Second Order Derivative (PIDD2) controllers are stated as an optimization problem including objective and constraint. The optimization problem is solved by using Coronavirus herd immunity optimizer (CHIO) algorithm to find the best controller parameters. In this paper, optimal design of PID and PIDD2 controllers for AVR system are presented with different objectives. The optimal design of controllers modeled as an optimization problem is solved with the help of the CHIO Algorithm. CHIO is inspired herd immunity against COVID-19 disease by social distancing. The performances of CHIO-based controllers in AVR system are compared with some well-known algorithms. Also, the obtained results demonstrate that the CHIO algorithm yields the least objective value in comparison with the other algorithms. When the results of the proposed approach are compared to those of some modern heuristic optimization algorithms, such as the Particle Swarm Optimization (PSO) algorithm, Differential Evolution (DE) algorithm, Artificial Bee Colony (ABC) algorithm etc. and the superiority of the proposed approach is demonstrated.
Anahtar Kelime: Automatic Voltage Regulator CHIO Optimization PIDD plus second order derivative controller

Belge Türü: Makale Makale Türü: Araştırma Makalesi Erişim Türü: Erişime Açık
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APA Emiroglu S, GÜMÜŞ T (2022). Optimal Control of Automatic Voltage Regulator System with Coronavirus Herd Immunity Optimizer Algorithm-Based PID plus Second Order Derivative Controller. , 174 - 183. 10.21541/apjess.1149455
Chicago Emiroglu Selcuk,GÜMÜŞ Talha Enes Optimal Control of Automatic Voltage Regulator System with Coronavirus Herd Immunity Optimizer Algorithm-Based PID plus Second Order Derivative Controller. (2022): 174 - 183. 10.21541/apjess.1149455
MLA Emiroglu Selcuk,GÜMÜŞ Talha Enes Optimal Control of Automatic Voltage Regulator System with Coronavirus Herd Immunity Optimizer Algorithm-Based PID plus Second Order Derivative Controller. , 2022, ss.174 - 183. 10.21541/apjess.1149455
AMA Emiroglu S,GÜMÜŞ T Optimal Control of Automatic Voltage Regulator System with Coronavirus Herd Immunity Optimizer Algorithm-Based PID plus Second Order Derivative Controller. . 2022; 174 - 183. 10.21541/apjess.1149455
Vancouver Emiroglu S,GÜMÜŞ T Optimal Control of Automatic Voltage Regulator System with Coronavirus Herd Immunity Optimizer Algorithm-Based PID plus Second Order Derivative Controller. . 2022; 174 - 183. 10.21541/apjess.1149455
IEEE Emiroglu S,GÜMÜŞ T "Optimal Control of Automatic Voltage Regulator System with Coronavirus Herd Immunity Optimizer Algorithm-Based PID plus Second Order Derivative Controller." , ss.174 - 183, 2022. 10.21541/apjess.1149455
ISNAD Emiroglu, Selcuk - GÜMÜŞ, Talha Enes. "Optimal Control of Automatic Voltage Regulator System with Coronavirus Herd Immunity Optimizer Algorithm-Based PID plus Second Order Derivative Controller". (2022), 174-183. https://doi.org/10.21541/apjess.1149455
APA Emiroglu S, GÜMÜŞ T (2022). Optimal Control of Automatic Voltage Regulator System with Coronavirus Herd Immunity Optimizer Algorithm-Based PID plus Second Order Derivative Controller. Academic Platform journal of engineering and smart systems (Online), 10(3), 174 - 183. 10.21541/apjess.1149455
Chicago Emiroglu Selcuk,GÜMÜŞ Talha Enes Optimal Control of Automatic Voltage Regulator System with Coronavirus Herd Immunity Optimizer Algorithm-Based PID plus Second Order Derivative Controller. Academic Platform journal of engineering and smart systems (Online) 10, no.3 (2022): 174 - 183. 10.21541/apjess.1149455
MLA Emiroglu Selcuk,GÜMÜŞ Talha Enes Optimal Control of Automatic Voltage Regulator System with Coronavirus Herd Immunity Optimizer Algorithm-Based PID plus Second Order Derivative Controller. Academic Platform journal of engineering and smart systems (Online), vol.10, no.3, 2022, ss.174 - 183. 10.21541/apjess.1149455
AMA Emiroglu S,GÜMÜŞ T Optimal Control of Automatic Voltage Regulator System with Coronavirus Herd Immunity Optimizer Algorithm-Based PID plus Second Order Derivative Controller. Academic Platform journal of engineering and smart systems (Online). 2022; 10(3): 174 - 183. 10.21541/apjess.1149455
Vancouver Emiroglu S,GÜMÜŞ T Optimal Control of Automatic Voltage Regulator System with Coronavirus Herd Immunity Optimizer Algorithm-Based PID plus Second Order Derivative Controller. Academic Platform journal of engineering and smart systems (Online). 2022; 10(3): 174 - 183. 10.21541/apjess.1149455
IEEE Emiroglu S,GÜMÜŞ T "Optimal Control of Automatic Voltage Regulator System with Coronavirus Herd Immunity Optimizer Algorithm-Based PID plus Second Order Derivative Controller." Academic Platform journal of engineering and smart systems (Online), 10, ss.174 - 183, 2022. 10.21541/apjess.1149455
ISNAD Emiroglu, Selcuk - GÜMÜŞ, Talha Enes. "Optimal Control of Automatic Voltage Regulator System with Coronavirus Herd Immunity Optimizer Algorithm-Based PID plus Second Order Derivative Controller". Academic Platform journal of engineering and smart systems (Online) 10/3 (2022), 174-183. https://doi.org/10.21541/apjess.1149455
Sayfa Oluşturulma Tarihi
26-04-2024 8:36

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