Optimized PID controller using Archimedes optimization algorithm for transient stability enhancement
Traditional power system stabilizer (PSS) is an effective controller to damp out low frequency oscillation (LFO) through the excitation system. Adding proportional integral derivative (PID) controller improves the performance of PSS controller. This paper propose Archimedes optimization algorithm (A...
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| Published in: | Ain Shams Engineering Journal Vol. 14; no. 10; p. 102174 |
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| Main Authors: | , , , , , |
| Format: | Journal Article |
| Language: | English |
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Elsevier B.V
01.10.2023
Elsevier |
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| ISSN: | 2090-4479 |
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| Abstract | Traditional power system stabilizer (PSS) is an effective controller to damp out low frequency oscillation (LFO) through the excitation system. Adding proportional integral derivative (PID) controller improves the performance of PSS controller. This paper propose Archimedes optimization algorithm (AOA) to improve the performance of series PSS-PID controller through adjusting the tuning parameters to effectively damp out LFO and improve power system transient stability in western system coordinate council (WSCC) power system. AOA is used to optimize the system based on minimizing the integral time absolute error (ITAE) of rotor angular speed. A nonlinear model of WSCC system and PSS-PID controller are simulated under three phase short circuit fault applied at terminals of machines. The system has been tested without PSS-PID controller. Then, PSS-PID controller is optimized using AOA algorithm and whale optimization algorithm (WOA) to compare between their performances. The system under study is simulated in time-domain using MATLAB software. |
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| AbstractList | Traditional power system stabilizer (PSS) is an effective controller to damp out low frequency oscillation (LFO) through the excitation system. Adding proportional integral derivative (PID) controller improves the performance of PSS controller. This paper propose Archimedes optimization algorithm (AOA) to improve the performance of series PSS-PID controller through adjusting the tuning parameters to effectively damp out LFO and improve power system transient stability in western system coordinate council (WSCC) power system. AOA is used to optimize the system based on minimizing the integral time absolute error (ITAE) of rotor angular speed. A nonlinear model of WSCC system and PSS-PID controller are simulated under three phase short circuit fault applied at terminals of machines. The system has been tested without PSS-PID controller. Then, PSS-PID controller is optimized using AOA algorithm and whale optimization algorithm (WOA) to compare between their performances. The system under study is simulated in time-domain using MATLAB software. |
| ArticleNumber | 102174 |
| Author | Osheba, Dina Ahmed, Mahrous Alkhalaf, Salem Hemeida, Mahmoud Roshdy, Mohamed Fawzy, Asmaa |
| Author_xml | – sequence: 1 givenname: Mahmoud surname: Hemeida fullname: Hemeida, Mahmoud email: mahmod_hmeda2000@aswu.edu.eg organization: Minia Higher institute of Engineering, Minya 61111, Egypt – sequence: 2 givenname: Dina surname: Osheba fullname: Osheba, Dina organization: Department of Electrical Engineering, Faculty of Engineering, Menoufia University, Shebin El Kom 32511, Egypt – sequence: 3 givenname: Salem surname: Alkhalaf fullname: Alkhalaf, Salem organization: Department of Computer, College of Science and Arts in Ar-Rass, Qassim University, Ar Rass 52571, Saudi Arabia – sequence: 4 givenname: Asmaa surname: Fawzy fullname: Fawzy, Asmaa organization: Department of Electrical Engineering, Faculty of Energy Engineering, Aswan University, Aswan 81528, Egypt – sequence: 5 givenname: Mahrous surname: Ahmed fullname: Ahmed, Mahrous organization: Department of Electrical Engineering, Faculty of Energy Engineering, Aswan University, Aswan 81528, Egypt – sequence: 6 givenname: Mohamed surname: Roshdy fullname: Roshdy, Mohamed organization: Electrical Engineering Department, College of Engineering, Taif University, Taif 21944, Saudi Arabia |
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| Issue | 10 |
| Keywords | Multi-machine power systems PSS PID controller Transient stability ITAE Optimization Techniques |
| Language | English |
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