Abstract
This paper presents a load frequency control using meta-heuristic method to find the gains of PID controllers. In this study, a novel meta-heuristic method, Honey Badger Algorithm is proposed to find the optimal Kp, Ki and Kd parameters of PID controller. The proposed algorithm is tested on two-area power system. However, electric vehicle battery, which is one of the electrical energy storage devices, has been added to the two-area power system. The settling time of the frequency has been investigated as a result of the load disturbance. Finally, a comparison was made between the traditional methods, Genetic Algorithm and Ziegler-Nichols method, and Honey Badger Algorithm. Upon comparison of the results, it is revealed that the proposed algorithm shows fast-damping steady-state deviations frequency with presence of step load disturbance.
Original language | English |
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Title of host publication | Proceedings - 2022 IEEE 4th Global Power, Energy and Communication Conference, GPECOM 2022 |
Publisher | Institute of Electrical and Electronics Engineers Inc. |
Pages | 307-310 |
Number of pages | 4 |
ISBN (Electronic) | 9781665469258 |
DOIs | |
Publication status | Published - 2022 |
Event | 4th IEEE Global Power, Energy and Communication Conference, GPECOM 2022 - Cappadocia, Turkey Duration: 14 Jun 2022 → 17 Jun 2022 |
Publication series
Name | Proceedings - 2022 IEEE 4th Global Power, Energy and Communication Conference, GPECOM 2022 |
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Conference
Conference | 4th IEEE Global Power, Energy and Communication Conference, GPECOM 2022 |
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Country/Territory | Turkey |
City | Cappadocia |
Period | 14/06/22 → 17/06/22 |
Bibliographical note
Publisher Copyright:© 2022 IEEE.
Keywords
- EV battery
- honey badger algorithm
- load frequency control
- two-area power system