A Risk Assessment of Transmission Line Overload Based on MLSI/PSO
Aiming at the randomness of the output power of distributed generation, a method of transmission line overload risk assessment based on MLSI/PSO is proposed. Based on the traditional partial swarm optimization algorithm, the corresponding weights are selected according to the influence factors of ea...
| Main Authors: | , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
ACM Digital Library
2019
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/27360/ http://umpir.ump.edu.my/id/eprint/27360/1/A%20Risk%20Assessment%20of%20Transmission%20Line%20Overload1.pdf |
| _version_ | 1848822774828630016 |
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| author | Ruhaizad, Ishak Ali, A. Nazir, Muhammad S. Malik, Muhammad Z. |
| author_facet | Ruhaizad, Ishak Ali, A. Nazir, Muhammad S. Malik, Muhammad Z. |
| author_sort | Ruhaizad, Ishak |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | Aiming at the randomness of the output power of distributed generation, a method of transmission line overload risk assessment based on MLSI/PSO is proposed. Based on the traditional partial swarm optimization algorithm, the corresponding weights are selected according to the influence factors of each input quantity, and the calculation accuracy of the traditional point estimation method is improved to realize the overload risk assessment of transmission lines. The risk of transmission line overload in IEEE30 bus system with wind-solar complementary generation unit is evaluated. The analysis results show that the proposed method has the characteristics of low calculation cost and high prediction accuracy compared with traditional point estimation method. |
| first_indexed | 2025-11-15T02:46:35Z |
| format | Conference or Workshop Item |
| id | ump-27360 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T02:46:35Z |
| publishDate | 2019 |
| publisher | ACM Digital Library |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-273602020-02-28T02:00:48Z http://umpir.ump.edu.my/id/eprint/27360/ A Risk Assessment of Transmission Line Overload Based on MLSI/PSO Ruhaizad, Ishak Ali, A. Nazir, Muhammad S. Malik, Muhammad Z. TK Electrical engineering. Electronics Nuclear engineering Aiming at the randomness of the output power of distributed generation, a method of transmission line overload risk assessment based on MLSI/PSO is proposed. Based on the traditional partial swarm optimization algorithm, the corresponding weights are selected according to the influence factors of each input quantity, and the calculation accuracy of the traditional point estimation method is improved to realize the overload risk assessment of transmission lines. The risk of transmission line overload in IEEE30 bus system with wind-solar complementary generation unit is evaluated. The analysis results show that the proposed method has the characteristics of low calculation cost and high prediction accuracy compared with traditional point estimation method. ACM Digital Library 2019 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/27360/1/A%20Risk%20Assessment%20of%20Transmission%20Line%20Overload1.pdf Ruhaizad, Ishak and Ali, A. and Nazir, Muhammad S. and Malik, Muhammad Z. (2019) A Risk Assessment of Transmission Line Overload Based on MLSI/PSO. In: ICCDE' 19: Proceedings of the 2019 5th International Conference on Computing and Data Engineering , 4-6 May 2019 , Shanghai, China. pp. 24-28.. ISBN 978-1-4503-6124-8 (Published) https://doi.org/10.1145/3330530.3330542 |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Ruhaizad, Ishak Ali, A. Nazir, Muhammad S. Malik, Muhammad Z. A Risk Assessment of Transmission Line Overload Based on MLSI/PSO |
| title | A Risk Assessment of Transmission Line Overload Based on MLSI/PSO |
| title_full | A Risk Assessment of Transmission Line Overload Based on MLSI/PSO |
| title_fullStr | A Risk Assessment of Transmission Line Overload Based on MLSI/PSO |
| title_full_unstemmed | A Risk Assessment of Transmission Line Overload Based on MLSI/PSO |
| title_short | A Risk Assessment of Transmission Line Overload Based on MLSI/PSO |
| title_sort | risk assessment of transmission line overload based on mlsi/pso |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/27360/ http://umpir.ump.edu.my/id/eprint/27360/ http://umpir.ump.edu.my/id/eprint/27360/1/A%20Risk%20Assessment%20of%20Transmission%20Line%20Overload1.pdf |