Improved Kidney-Inspired Algorithm Approach for Tuning of PID Controller in AVR System
This paper proposes a novel tuning design of proportional integral derivative (PID) controller via an improved kidney-inspired algorithm (IKA) with a new objective function. The main objective of the proposed approach is to optimize the transient response of the AVR system by minimizing the maximum...
Main Authors: | , |
---|---|
Format: | Article |
Language: | English |
Published: |
IEEE
2019-01-01
|
Series: | IEEE Access |
Subjects: | |
Online Access: | https://ieeexplore.ieee.org/document/8672885/ |
id |
doaj-6d81c302a977400fa792bba70537bfca |
---|---|
record_format |
Article |
spelling |
doaj-6d81c302a977400fa792bba70537bfca2021-03-29T22:11:17ZengIEEEIEEE Access2169-35362019-01-017399353994710.1109/ACCESS.2019.29069808672885Improved Kidney-Inspired Algorithm Approach for Tuning of PID Controller in AVR SystemSerdar Ekinci0Baran Hekimoglu1https://orcid.org/0000-0002-1839-025XComputer Engineering Department, Batman University, Batman, TurkeyElectrical and Electronics Engineering Department, Batman University, Batman, TurkeyThis paper proposes a novel tuning design of proportional integral derivative (PID) controller via an improved kidney-inspired algorithm (IKA) with a new objective function. The main objective of the proposed approach is to optimize the transient response of the AVR system by minimizing the maximum overshoot, settling time, rise time and peak time values of the terminal voltage, and eliminating the steady state error. After obtaining the optimal values of the three gains of the PID controller (KP, KI, and KD) with the proposed approach, the transient response analysis was performed and compared with some of the current heuristic algorithms-based approaches in literature to show the superiority of the optimized PID controller. In order to evaluate the stability of the automatic voltage regulator (AVR) system tuned by IKA method, the pole/zero map analysis and Bode analysis are performed. Finally, the robustness analysis of the proposed approach has been carried out with variations in the parameters of the AVR system. The numerical simulation results demonstrated that the proposed IKA tuned PID controller has better control performances compared to the other existing approaches. The essence of the presented study points out that the proposed approach may successfully be applied for the AVR system.https://ieeexplore.ieee.org/document/8672885/Automatic voltage regulatorimproved kidney-inspired algorithmPID tuningrobustness analysistransient response |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Serdar Ekinci Baran Hekimoglu |
spellingShingle |
Serdar Ekinci Baran Hekimoglu Improved Kidney-Inspired Algorithm Approach for Tuning of PID Controller in AVR System IEEE Access Automatic voltage regulator improved kidney-inspired algorithm PID tuning robustness analysis transient response |
author_facet |
Serdar Ekinci Baran Hekimoglu |
author_sort |
Serdar Ekinci |
title |
Improved Kidney-Inspired Algorithm Approach for Tuning of PID Controller in AVR System |
title_short |
Improved Kidney-Inspired Algorithm Approach for Tuning of PID Controller in AVR System |
title_full |
Improved Kidney-Inspired Algorithm Approach for Tuning of PID Controller in AVR System |
title_fullStr |
Improved Kidney-Inspired Algorithm Approach for Tuning of PID Controller in AVR System |
title_full_unstemmed |
Improved Kidney-Inspired Algorithm Approach for Tuning of PID Controller in AVR System |
title_sort |
improved kidney-inspired algorithm approach for tuning of pid controller in avr system |
publisher |
IEEE |
series |
IEEE Access |
issn |
2169-3536 |
publishDate |
2019-01-01 |
description |
This paper proposes a novel tuning design of proportional integral derivative (PID) controller via an improved kidney-inspired algorithm (IKA) with a new objective function. The main objective of the proposed approach is to optimize the transient response of the AVR system by minimizing the maximum overshoot, settling time, rise time and peak time values of the terminal voltage, and eliminating the steady state error. After obtaining the optimal values of the three gains of the PID controller (KP, KI, and KD) with the proposed approach, the transient response analysis was performed and compared with some of the current heuristic algorithms-based approaches in literature to show the superiority of the optimized PID controller. In order to evaluate the stability of the automatic voltage regulator (AVR) system tuned by IKA method, the pole/zero map analysis and Bode analysis are performed. Finally, the robustness analysis of the proposed approach has been carried out with variations in the parameters of the AVR system. The numerical simulation results demonstrated that the proposed IKA tuned PID controller has better control performances compared to the other existing approaches. The essence of the presented study points out that the proposed approach may successfully be applied for the AVR system. |
topic |
Automatic voltage regulator improved kidney-inspired algorithm PID tuning robustness analysis transient response |
url |
https://ieeexplore.ieee.org/document/8672885/ |
work_keys_str_mv |
AT serdarekinci improvedkidneyinspiredalgorithmapproachfortuningofpidcontrollerinavrsystem AT baranhekimoglu improvedkidneyinspiredalgorithmapproachfortuningofpidcontrollerinavrsystem |
_version_ |
1724192068834689024 |