Abstract
Power system stability is becoming a significant concern due to low frequency oscillations (LFO) in electrical power networks. These oscillations are related to the parameters of the power networks which determine the system's equilibrium point, and as a result system stability and performance are significantly changed. With the appropriate parameter settings, the power system stabilizer (PSS) effectively reduces these oscillations. In this research, a completely unique nature algorithm called Multi-Verse Optimization (MVO) technique is suggested to optimize the PSS parameters for single machine infinite bus (SMIB) system, and it tunes the PI and PID-based controllers to control the LFOs by improving damping. The performance of the suggested MVO-based PSS is evaluated by comparing the results with the fixed gain traditional PSS. Besides, the performance of the MVO employed PI and PID controller-based PSS are compared based on the eigenvalues and damping ratio of the SMIB network. Furthermore, to show the robustness of the suggested MVO-based PSS, a comparative study is done between MVO-tuned PSS and Backtracking Search Algorithm (BSA)-tuned PSS. Results show that the MVO-tuned PSS performs better than the traditional PSS and BSA-tuned PSS in terms of stability, eigenvalue, and damping ratio analysis.
| Original language | English |
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| Title of host publication | SIST 2022 - 2022 International Conference on Smart Information Systems and Technologies, Proceedings |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| ISBN (Electronic) | 9781665467902 |
| DOIs | |
| State | Published - 2022 |
| Event | 2022 International Conference on Smart Information Systems and Technologies, SIST 2022 - Nur-Sultan, Kazakhstan Duration: 28 Apr 2022 → 30 Apr 2022 |
Publication series
| Name | SIST 2022 - 2022 International Conference on Smart Information Systems and Technologies, Proceedings |
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Conference
| Conference | 2022 International Conference on Smart Information Systems and Technologies, SIST 2022 |
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| Country/Territory | Kazakhstan |
| City | Nur-Sultan |
| Period | 28/04/22 → 30/04/22 |
Bibliographical note
Publisher Copyright:© 2022 IEEE.
Keywords
- LFO
- MVO
- Modal Analysis
- Optimization
- PI and PID Controller
- Power System Stabilizer
- SMIB network
ASJC Scopus subject areas
- Artificial Intelligence
- Computer Science Applications
- Computer Vision and Pattern Recognition
- Information Systems
- Health Informatics