Distribution network reconfiguration for transmission loss minimization and voltage profile improvement using salp swarm optimization algorithm
The increased human population along with the advancements and demand for electrical appliances has led to the continuous overstretch of the existing power transmission lines. This tends to overload the transmission system, which results in an excessive power loss and subsequent system outage. Optim...
| Main Authors: | , , , |
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| Format: | Conference or Workshop Item |
| Language: | English English |
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Springer Science and Business Media Deutschland GmbH
2022
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| Online Access: | http://umpir.ump.edu.my/id/eprint/42200/1/Distribution%20network%20reconfiguration%20for%20transmission.pdf http://umpir.ump.edu.my/id/eprint/42200/2/Distribution%20network%20reconfiguration%20for%20transmission%20loss%20minimization%20and%20voltage%20profile%20improvement%20using%20salp%20swarm%20optimization%20algorithm_ABS.pdf |
| _version_ | 1825815835769307136 |
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| author | Shanono, Ibrahim Haruna Nor Rul Hasma, Abdullah Nur Fajrina, Mohd Noh Muhammad, Aisha |
| author_facet | Shanono, Ibrahim Haruna Nor Rul Hasma, Abdullah Nur Fajrina, Mohd Noh Muhammad, Aisha |
| author_sort | Shanono, Ibrahim Haruna |
| collection | UMP |
| description | The increased human population along with the advancements and demand for electrical appliances has led to the continuous overstretch of the existing power transmission lines. This tends to overload the transmission system, which results in an excessive power loss and subsequent system outage. Optimal reactive power dispatch (ORPD) is a mechanism deployed to ensure a secured operation as well as an economically viable power system network. ORPD is an optimal power dispatch technique that minimizes transmission line losses while adhering to both equality and non-equality constraints. This research study employed Salp Swarm Algorithm (SSA) to obtain the best vector control variables that give the minimal total active power loss on a standard IEEE 30-bus system network. The result obtained was compared against Particle Swarm Optimization (PSO), where SSA proves to be superior over PSO in the field ORPD. |
| first_indexed | 2024-12-09T02:29:58Z |
| format | Conference or Workshop Item |
| id | UMPir42200 |
| institution | Universiti Malaysia Pahang |
| language | English English |
| last_indexed | 2024-12-09T02:29:58Z |
| publishDate | 2022 |
| publisher | Springer Science and Business Media Deutschland GmbH |
| record_format | dspace |
| spelling | UMPir422002024-10-30T04:22:18Z http://umpir.ump.edu.my/id/eprint/42200/ Distribution network reconfiguration for transmission loss minimization and voltage profile improvement using salp swarm optimization algorithm Shanono, Ibrahim Haruna Nor Rul Hasma, Abdullah Nur Fajrina, Mohd Noh Muhammad, Aisha T Technology (General) TA Engineering (General). Civil engineering (General) TJ Mechanical engineering and machinery TK Electrical engineering. Electronics Nuclear engineering TS Manufactures The increased human population along with the advancements and demand for electrical appliances has led to the continuous overstretch of the existing power transmission lines. This tends to overload the transmission system, which results in an excessive power loss and subsequent system outage. Optimal reactive power dispatch (ORPD) is a mechanism deployed to ensure a secured operation as well as an economically viable power system network. ORPD is an optimal power dispatch technique that minimizes transmission line losses while adhering to both equality and non-equality constraints. This research study employed Salp Swarm Algorithm (SSA) to obtain the best vector control variables that give the minimal total active power loss on a standard IEEE 30-bus system network. The result obtained was compared against Particle Swarm Optimization (PSO), where SSA proves to be superior over PSO in the field ORPD. Springer Science and Business Media Deutschland GmbH 2022 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/42200/1/Distribution%20network%20reconfiguration%20for%20transmission.pdf pdf en http://umpir.ump.edu.my/id/eprint/42200/2/Distribution%20network%20reconfiguration%20for%20transmission%20loss%20minimization%20and%20voltage%20profile%20improvement%20using%20salp%20swarm%20optimization%20algorithm_ABS.pdf Shanono, Ibrahim Haruna and Nor Rul Hasma, Abdullah and Nur Fajrina, Mohd Noh and Muhammad, Aisha (2022) Distribution network reconfiguration for transmission loss minimization and voltage profile improvement using salp swarm optimization algorithm. In: Lecture Notes in Electrical Engineering. 12th National Technical Seminar on Unmanned System Technology, NUSYS 2020 , 24 - 25 November 2020 , Virtual, Online. pp. 1103-1123., 770. ISSN 1876-1100 ISBN 978-981162405-6 (Published) https://doi.org/10.1007/978-981-16-2406-3_81 |
| spellingShingle | T Technology (General) TA Engineering (General). Civil engineering (General) TJ Mechanical engineering and machinery TK Electrical engineering. Electronics Nuclear engineering TS Manufactures Shanono, Ibrahim Haruna Nor Rul Hasma, Abdullah Nur Fajrina, Mohd Noh Muhammad, Aisha Distribution network reconfiguration for transmission loss minimization and voltage profile improvement using salp swarm optimization algorithm |
| title | Distribution network reconfiguration for transmission loss minimization and voltage profile improvement using salp swarm optimization algorithm |
| title_full | Distribution network reconfiguration for transmission loss minimization and voltage profile improvement using salp swarm optimization algorithm |
| title_fullStr | Distribution network reconfiguration for transmission loss minimization and voltage profile improvement using salp swarm optimization algorithm |
| title_full_unstemmed | Distribution network reconfiguration for transmission loss minimization and voltage profile improvement using salp swarm optimization algorithm |
| title_short | Distribution network reconfiguration for transmission loss minimization and voltage profile improvement using salp swarm optimization algorithm |
| title_sort | distribution network reconfiguration for transmission loss minimization and voltage profile improvement using salp swarm optimization algorithm |
| topic | T Technology (General) TA Engineering (General). Civil engineering (General) TJ Mechanical engineering and machinery TK Electrical engineering. Electronics Nuclear engineering TS Manufactures |
| url | http://umpir.ump.edu.my/id/eprint/42200/1/Distribution%20network%20reconfiguration%20for%20transmission.pdf http://umpir.ump.edu.my/id/eprint/42200/2/Distribution%20network%20reconfiguration%20for%20transmission%20loss%20minimization%20and%20voltage%20profile%20improvement%20using%20salp%20swarm%20optimization%20algorithm_ABS.pdf |
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