Optimal Design and Simulation for PID Controller Using Fractional-Order Fish Migration Optimization Algorithm DOI Creative Commons
Baoyong Guo, Zhongjie Zhuang, Jeng‐Shyang Pan

et al.

IEEE Access, Journal Year: 2021, Volume and Issue: 9, P. 8808 - 8819

Published: Jan. 1, 2021

Proportional Integral Derivative (PID) controller is one of the most classical controllers, which has a good performance in industrial applications. The traditional PID parameter tuning relies on experience, however, intelligent algorithm used to optimize controller, makes it more convenient. Fish Migration Optimization (FMO) an excellent that mimics swim and migration behaviors fish biology. Especially, formulas for optimization were obtained from biologists. However, effect FMO control not prominent, since easy skip optimal solution with integer-order velocity. In order improve FMO, Fractional-Order (FOFMO) proposed based fractional calculus (FC) theory. FOFMO, velocity position are updated fractional-order forms. addition, fishes should back conducive survival. Therefore, new strategy global best generate positions offsprings proposed. experiments performed benchmark functions controller. results show FOFMO superior original tuned by robust better than other contrast algorithms.

Language: Английский

Metaheuristic algorithms for PID controller parameters tuning: review, approaches and open problems DOI Creative Commons
Joseph Stephen Bassi, Emmanuel Gbenga Dada, Afeez Abidemi

et al.

Heliyon, Journal Year: 2022, Volume and Issue: 8(5), P. e09399 - e09399

Published: May 1, 2022

The simplicity, transparency, reliability, high efficiency and robust nature of PID controllers are some the reasons for their popularity acceptance control in process industries around world today. Tuning parameters has been a field active research still is. primary objectives to achieve minimal overshoot steady state response lesser settling time. With exception two popular conventional tuning strategies (Ziegler Nichols closed loop oscillation Cohen-Coon's reaction curve) several other methods have employed tuning. This work accords thorough review state-of-the-art classical controller using metaheuristic algorithms. Methods appraised categorized into optimization purposes. Details algorithms, application, equations implementation flowcharts/algorithms presented. Some open problems future also major goal this is proffer comprehensive reference source researchers scholars working on controllers.

Language: Английский

Citations

230
Improved Kidney-Inspired Algorithm Approach for Tuning of PID Controller in AVR System DOI Creative Commons
Serdar Ekinci, Baran Hekimoğlu

IEEE Access, Journal Year: 2019, Volume and Issue: 7, P. 39935 - 39947

Published: Jan. 1, 2019

This paper proposes a novel tuning design of proportional integral derivative (PID) controller via an improved kidney-inspired algorithm (IKA) with new objective function. The main the proposed approach is to optimize transient response AVR system by minimizing maximum overshoot, settling time, rise time and peak values terminal voltage, eliminating steady state error. After obtaining optimal three gains PID (K P , K xmlns:xlink="http://www.w3.org/1999/xlink">I xmlns:xlink="http://www.w3.org/1999/xlink">D ) approach, analysis was performed compared some current heuristic algorithms-based approaches in literature show superiority optimized controller. In order evaluate stability automatic voltage regulator (AVR) tuned IKA method, pole/zero map Bode are performed. Finally, robustness has been carried out variations parameters system. numerical simulation results demonstrated that better control performances other existing approaches. essence presented study points may successfully be applied for

Language: Английский

Citations

184
Optimizing PID Control for Automatic Voltage Regulators Using ADIWACO PSO DOI Creative Commons
Yaw Opoku Mensah Sekyere,

Priscilla Oyeladun Ajiboye,

Francis Boafo Effah

et al.

Scientific African, Journal Year: 2025, Volume and Issue: unknown, P. e02562 - e02562

Published: Jan. 1, 2025

Language: Английский

Citations

2
A state-of-the-art review on concurrent voltage and frequency regulation problems in renewable integrated power networks DOI
Vineet Kumar, Veena Sharma, Ananya Kumar

et al.

Energy Sources Part A Recovery Utilization and Environmental Effects, Journal Year: 2025, Volume and Issue: 47(1), P. 16 - 49

Published: Feb. 7, 2025

The growing demand for electricity has intensified the shift toward renewable energy sources like wind and solar, which are environmentally friendly due to their zero carbon emissions. However, intermittent nature poses significant challenges grid security, reliability, stability. An effort is made in this paper present a comprehensive review of critical issue concurrent voltage frequency regulation renewable-integrated power systems. It provides an overview these focuses on combined control strategies across different system configurations involving storage devices. also details modeling configuration essential components within loops. Additionally, case studies presented evaluate performance limitations recent controller structures. A literature survey latest thorough bibliography topic. Furthermore, challenges, opportunities, future research directions collective discussed detail.

Language: Английский

Citations

2
Optimal design of automatic voltage regulation controller using hybrid simulated annealing – Manta ray foraging optimization algorithm DOI Creative Commons
Mihailo Micev, Martin Ćalasan, Ziad M. Ali

et al.

Ain Shams Engineering Journal, Journal Year: 2020, Volume and Issue: 12(1), P. 641 - 657

Published: Aug. 5, 2020

This paper presents a hybrid metaheuristic method for optimal tuning of four different types proportional-integral-derivative (PID) controller an automatic voltage regulator (AVR) system. The is based on the manta ray foraging optimization algorithm which merged with simulated annealing algorithm. Additionally, novel objective functions controller's parameters are proposed. performance obtained ideal PID, real fractional-order and PID second-order derivative controllers verified by carrying out comparison tuned algorithms presented in literature. Results simulations validate that each type proposed SA–MRFO outperforms other algorithms. Further, comparative analysis carried to determine most suitable application AVR systems. main advantage significant increase convergence speed.

Language: Английский

Citations

127
FOPID controller with fractional filter for an automatic voltage regulator DOI
Mustafa Şinasi Ayas, Erdinç Şahin

Computers & Electrical Engineering, Journal Year: 2020, Volume and Issue: 90, P. 106895 - 106895

Published: Nov. 4, 2020

Language: Английский

Citations

123
Optimal Control of AVR System With Tree Seed Algorithm-Based PID Controller DOI Creative Commons
Ercan Köse

IEEE Access, Journal Year: 2020, Volume and Issue: 8, P. 89457 - 89467

Published: Jan. 1, 2020

In this study, an optimal Tree-Seed Algorithm (TSA) algorithm-based Proportional-Integral-Derivative (PID) controller is proposed for automatic voltage regulator (AVR) system terminal tracking problem. PID gains Kp, Ki, and Kd are optimized with the TSA algorithm based on different objective functions. The TSA-based controller's performance compared numerous controllers, which were developed using meta-hermetic optimization algorithms in literature. Several analysis methods including root locus, bode analysis, robustness, disturbance rejection studied reported works It shown that there still a research gap to improve of AVR due its importance electrical systems. According obtained comparison results, it has been revealed improves properties under load change thus can be effectively used synchronous generator stability.

Language: Английский

Citations

98
Fractional Order PID Controller Design for an AVR System Using Chaotic Yellow Saddle Goatfish Algorithm DOI Creative Commons
Mihailo Micev, Martin Ćalasan, Diego Oliva

et al.

Mathematics, Journal Year: 2020, Volume and Issue: 8(7), P. 1182 - 1182

Published: July 18, 2020

This paper presents a novel method for optimal tunning of Fractional Order Proportional-Integral-Derivative (FOPID) controller an Automatic Voltage Regulator (AVR) system. The presented is based on the Yellow Saddle Goatfish Algorithm (YSGA), which improved with Chaotic Logistic Maps. Additionally, objective function optimization FOPID parameters proposed. performance obtained verified by comparison various controllers tuned other metaheuristic algorithms. A comparative analysis performed in terms step response, frequency root locus, robustness test, and disturbance rejection ability. Results simulations undoubtedly show that proposed (C-YSGA) outperforms algorithms, all previously mentioned tests.

Language: Английский

Citations

94
Optimal tuning of sigmoid PID controller using Nonlinear Sine Cosine Algorithm for the Automatic Voltage Regulator system DOI
Mohd Helmi Suid, Mohd Ashraf Ahmad

ISA Transactions, Journal Year: 2021, Volume and Issue: 128, P. 265 - 286

Published: Dec. 16, 2021

Language: Английский

Citations

92
Optimal design of Fractional order PID controller based Automatic voltage regulator system using gradient-based optimization algorithm DOI Creative Commons
Saleh Masoud Abdallah Altbawi, Ahmad Safawi Mokhtar, Touqeer Ahmed Jumani

et al.

Journal of King Saud University - Engineering Sciences, Journal Year: 2021, Volume and Issue: 36(1), P. 32 - 44

Published: Aug. 5, 2021

Considering the superior control characteristics and increased tuning flexibility of Fractional-Order Proportional Integral Derivative (FOPID) controller than conventional PID regulator, this article attempts to explore its application in optimal design Automatic Voltage Regulator (AVR). Since FOPID has two additional parameters (µ ʎ) mentioned counterpart, process is comparatively difficult. To overcome stated issue, a self-regulated off-line method based on Gradient-Based Optimization (GBO) algorithm adopted current study. The gains are obtained by minimizing selected Fitness Function (FF) that chosen as Time Absolute Error (ITAE) simulations performed using MATLAB/SIMULINK 2018a test compare performance proposed GBO-based AVR dynamic response, stability, robustness evaluation metrics with some recently published metaheuristic optimization designs literature. results show provides most response enhanced stability among considered designs, thus proves efficacy essence.

Language: Английский

Citations

81