Noor Zaihah, Jamal and Arfan Haziq, Fathul Azmi (2023) Optimization of overcurrent relays coordination using Artificial Hummingbird Algorithm (AHA). In: 2023 IEEE 11th Conference on Systems, Process and Control, ICSPC 2023 - Proceedings. 11th IEEE Conference on Systems, Process and Control, ICSPC 2023 , 16 December 2023 , Malacca. pp. 66-71. (197292). ISBN 979-835034086-0 (Published)
![[img]](http://umpir.ump.edu.my/style/images/fileicons/other.png) |
Pdf
Optimization of overcurrent relays coordination using Artificial.pdf Restricted to Repository staff only Download (645kB) | Request a copy |
|
|
Pdf
Optimization of overcurrent relays coordination using Artificial Hummingbird Algorithm (AHA)_ABS.pdf Download (271kB) | Preview |
Abstract
Overcurrent relay coordination is crucial for ensuring the reliable and selective operation of power system protection. This project investigates the application of the Artificial Hummingbird Algorithm (AHA) in optimizing overcurrent relay coordination to minimize operation time while meeting selectivity criteria and operating limits. The AHA is a bio-inspired metaheuristic algorithm that mimics the movement patterns of hummingbirds. The mathematical formulation of AHA involves position update equations and exploration-exploitation balance. The project focuses on implementing AHA in a simulated 8-bus and 9-bus power system network. The simulation results demonstrate the effectiveness of AHA in achieving optimal coordination among the overcurrent relays, improving coordination accuracy, and reducing operation time. AHA is compared with conventional methods and other metaheuristic algorithms, highlighting its advantages in terms of convergence speed and coordination accuracy. The findings provide valuable insights into the potential of AHA as an efficient and effective approach for overcurrent relay coordination. This project contributes to the field of power system protection by presenting a novel algorithmic solution for improving coordination and reliability in power system networks.
| Item Type: | Conference or Workshop Item (Lecture) |
|---|---|
| Additional Information: | Indexed by Scopus |
| Uncontrolled Keywords: | Artificial Hummingbird Algorithm (AHA); Metaheuristic algorithm; Optimization; Overcurrent relay coordination; Power system protection |
| Subjects: | T Technology > T Technology (General) T Technology > TA Engineering (General). Civil engineering (General) T Technology > TK Electrical engineering. Electronics Nuclear engineering |
| Faculty/Division: | College of Engineering Faculty of Electrical and Electronic Engineering Technology |
| Depositing User: | Mr Muhamad Firdaus Janih@Jaini |
| Date Deposited: | 30 Aug 2024 00:15 |
| Last Modified: | 30 Aug 2024 00:15 |
| URI: | http://umpir.ump.edu.my/id/eprint/41903 |
| Download Statistic: | View Download Statistics |
Actions (login required)
 |
View Item |