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Optimization of overcurrent relays coordination using Artificial Hummingbird Algorithm (AHA)

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 select...

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Main Authors: Noor Zaihah, Jamal, Arfan Haziq, Fathul Azmi
Format: Conference or Workshop Item
Language:English
English
Published: Institute of Electrical and Electronics Engineers Inc. 2023
Subjects:
T Technology (General)
TA Engineering (General). Civil engineering (General)
TK Electrical engineering. Electronics Nuclear engineering
Online Access:http://umpir.ump.edu.my/id/eprint/41903/1/Optimization%20of%20overcurrent%20relays%20coordination%20using%20Artificial.pdf
http://umpir.ump.edu.my/id/eprint/41903/2/Optimization%20of%20overcurrent%20relays%20coordination%20using%20Artificial%20Hummingbird%20Algorithm%20%28AHA%29_ABS.pdf
http://umpir.ump.edu.my/id/eprint/41903/
https://doi.org/10.1109/ICSPC59664.2023.10420096
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spelling my.ump.umpir.419032024-08-30T00:15:06Z http://umpir.ump.edu.my/id/eprint/41903/ Optimization of overcurrent relays coordination using Artificial Hummingbird Algorithm (AHA) Noor Zaihah, Jamal Arfan Haziq, Fathul Azmi T Technology (General) TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering 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. Institute of Electrical and Electronics Engineers Inc. 2023 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/41903/1/Optimization%20of%20overcurrent%20relays%20coordination%20using%20Artificial.pdf pdf en http://umpir.ump.edu.my/id/eprint/41903/2/Optimization%20of%20overcurrent%20relays%20coordination%20using%20Artificial%20Hummingbird%20Algorithm%20%28AHA%29_ABS.pdf 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) https://doi.org/10.1109/ICSPC59664.2023.10420096
institution Universiti Malaysia Pahang Al-Sultan Abdullah
building UMPSA Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang Al-Sultan Abdullah
content_source UMPSA Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
English
topic T Technology (General)
TA Engineering (General). Civil engineering (General)
TK Electrical engineering. Electronics Nuclear engineering
spellingShingle T Technology (General)
TA Engineering (General). Civil engineering (General)
TK Electrical engineering. Electronics Nuclear engineering
Noor Zaihah, Jamal
Arfan Haziq, Fathul Azmi
Optimization of overcurrent relays coordination using Artificial Hummingbird Algorithm (AHA)
description 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.
format Conference or Workshop Item
author Noor Zaihah, Jamal
Arfan Haziq, Fathul Azmi
author_facet Noor Zaihah, Jamal
Arfan Haziq, Fathul Azmi
author_sort Noor Zaihah, Jamal
title Optimization of overcurrent relays coordination using Artificial Hummingbird Algorithm (AHA)
title_short Optimization of overcurrent relays coordination using Artificial Hummingbird Algorithm (AHA)
title_full Optimization of overcurrent relays coordination using Artificial Hummingbird Algorithm (AHA)
title_fullStr Optimization of overcurrent relays coordination using Artificial Hummingbird Algorithm (AHA)
title_full_unstemmed Optimization of overcurrent relays coordination using Artificial Hummingbird Algorithm (AHA)
title_sort optimization of overcurrent relays coordination using artificial hummingbird algorithm (aha)
publisher Institute of Electrical and Electronics Engineers Inc.
publishDate 2023
url http://umpir.ump.edu.my/id/eprint/41903/1/Optimization%20of%20overcurrent%20relays%20coordination%20using%20Artificial.pdf
http://umpir.ump.edu.my/id/eprint/41903/2/Optimization%20of%20overcurrent%20relays%20coordination%20using%20Artificial%20Hummingbird%20Algorithm%20%28AHA%29_ABS.pdf
http://umpir.ump.edu.my/id/eprint/41903/
https://doi.org/10.1109/ICSPC59664.2023.10420096
_version_ 1822924594408849408
score 13.232389

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