Lightning search algorithm for economic dispatch solution considering practical constraints and transmission loss
This paper presents the investigation of the Lightning Search Algorithm (LSA) performances for solving the Economic Dispatch (ED) problem. The main purpose of ED problem is to determine the optimal power output of the committed generators to satisfy the load demand and operational constraints....
| Main Authors: | , , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2024
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| Subjects: | |
| Online Access: | http://eprints.uthm.edu.my/11400/1/P16804_a86b3fae7e3825a6ed74964eeaf0f6e0%206.pdf |
| _version_ | 1811134778718552064 |
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| author | A. Rahimoon, Asif Noor Abdullah, Mohd Mohd Yassim, Halyani Raza, Asif A.Soomro, Shafique |
| author_facet | A. Rahimoon, Asif Noor Abdullah, Mohd Mohd Yassim, Halyani Raza, Asif A.Soomro, Shafique |
| author_sort | A. Rahimoon, Asif |
| collection | UTHM |
| description | This paper presents the investigation of the
Lightning Search Algorithm (LSA) performances for solving the
Economic Dispatch (ED) problem. The main purpose of ED
problem is to determine the optimal power output of the
committed generators to satisfy the load demand and
operational constraints. The LSA employs principles inspired
by the natural phenomenon of lightning and the mechanism of
step leader propagation. The ED constraints such as valve point
effect (VPE), power balance (PB), ramp rate limits (RRL),
prohibited operating zone (PoZ) with and without power losses
are considered to solve the ED problem. The proposed LSA has
been tested on three different test systems comprised of 6, 13 and 38-generating units to demonstrate the effectiveness of the
proposed LSA. The result reveals that the proposed LSA
performs well for cost minimization ($/h) compared to existing
algorithms |
| first_indexed | 2024-09-24T00:10:34Z |
| format | Conference or Workshop Item |
| id | uthm.eprints-11400 |
| institution | Universiti Tun Hussein Onn Malaysia |
| language | English |
| last_indexed | 2024-09-24T00:10:34Z |
| publishDate | 2024 |
| record_format | dspace |
| spelling | uthm.eprints-114002024-07-30T03:10:31Z http://eprints.uthm.edu.my/11400/ Lightning search algorithm for economic dispatch solution considering practical constraints and transmission loss A. Rahimoon, Asif Noor Abdullah, Mohd Mohd Yassim, Halyani Raza, Asif A.Soomro, Shafique HB Economic Theory This paper presents the investigation of the Lightning Search Algorithm (LSA) performances for solving the Economic Dispatch (ED) problem. The main purpose of ED problem is to determine the optimal power output of the committed generators to satisfy the load demand and operational constraints. The LSA employs principles inspired by the natural phenomenon of lightning and the mechanism of step leader propagation. The ED constraints such as valve point effect (VPE), power balance (PB), ramp rate limits (RRL), prohibited operating zone (PoZ) with and without power losses are considered to solve the ED problem. The proposed LSA has been tested on three different test systems comprised of 6, 13 and 38-generating units to demonstrate the effectiveness of the proposed LSA. The result reveals that the proposed LSA performs well for cost minimization ($/h) compared to existing algorithms 2024-03-04 Conference or Workshop Item PeerReviewed text en http://eprints.uthm.edu.my/11400/1/P16804_a86b3fae7e3825a6ed74964eeaf0f6e0%206.pdf A. Rahimoon, Asif and Noor Abdullah, Mohd and Mohd Yassim, Halyani and Raza, Asif and A.Soomro, Shafique (2024) Lightning search algorithm for economic dispatch solution considering practical constraints and transmission loss. In: 2024 IEEE 4TH INTERNATIONAL CONFERENCE IN POWER ENGINEERING APPLICATIONS (ICPEA). http://10.1109/ICPEA60617.2024.10499185 |
| spellingShingle | HB Economic Theory A. Rahimoon, Asif Noor Abdullah, Mohd Mohd Yassim, Halyani Raza, Asif A.Soomro, Shafique Lightning search algorithm for economic dispatch solution considering practical constraints and transmission loss |
| title | Lightning search algorithm for economic dispatch solution considering practical constraints and transmission loss |
| title_full | Lightning search algorithm for economic dispatch solution considering practical constraints and transmission loss |
| title_fullStr | Lightning search algorithm for economic dispatch solution considering practical constraints and transmission loss |
| title_full_unstemmed | Lightning search algorithm for economic dispatch solution considering practical constraints and transmission loss |
| title_short | Lightning search algorithm for economic dispatch solution considering practical constraints and transmission loss |
| title_sort | lightning search algorithm for economic dispatch solution considering practical constraints and transmission loss |
| topic | HB Economic Theory |
| url | http://eprints.uthm.edu.my/11400/1/P16804_a86b3fae7e3825a6ed74964eeaf0f6e0%206.pdf |
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