Intentional Islanding Solution Based on Modified Discrete Particle Swarm Optimization Technique
Distributed power generation; Electric lines; Electric load flow; Electric load shedding; Electric power transmission; Particle swarm optimization (PSO); Discrete particle swarm optimization; Intentional islanding; MDPSO technique; Minimal power; Objective functions; Power flow analysis; Power syste...
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Institute of Electrical and Electronics Engineers Inc.
2023
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my.uniten.dspace-237722023-05-29T14:51:43Z Intentional Islanding Solution Based on Modified Discrete Particle Swarm Optimization Technique Saharuddin N.Z. Abidin I.Z. Bin Mokhlis H. 55613455300 35606640500 8136874200 Distributed power generation; Electric lines; Electric load flow; Electric load shedding; Electric power transmission; Particle swarm optimization (PSO); Discrete particle swarm optimization; Intentional islanding; MDPSO technique; Minimal power; Objective functions; Power flow analysis; Power system blackout; Steady state stability; Heuristic methods Implementation of intentional islanding can prevent the power system blackout by partitioning the system into feasible sets of islands. The main challenge in determining the optimal islanding solution is the selection of transmission lines to be disconnected (cutsets) to form islands. The islanding solution must be the optimal solution and should not destabilize or cause the system to collapse. Therefore, this work developed a Modified Discrete Particle Swarm Optimization (MDPSO) with three- stages mutation technique to determine the optimal intentional islanding solution. An initial solution based heuristic method is used to assists the MDPSO technique to find the optimal islanding solution with minimal power disruption as its objective function. The post- islanding generation-load balance and transmission line power flow analysis are assessed to ensure the steady state stability is maintained in each island. The load shedding algorithm is carried out if generation-load balance criteria are violated. The proposed technique is tested on a modified IEEE 30-bus and IEEE 39-bus system. The results obtained show that the proposed technique produces an optimal intentional islanding solution with lower power flow disruption compared to other existing methods. � 2018 IEEE. Final 2023-05-29T06:51:43Z 2023-05-29T06:51:43Z 2018 Conference Paper 10.1109/PECON.2018.8684097 2-s2.0-85064765715 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85064765715&doi=10.1109%2fPECON.2018.8684097&partnerID=40&md5=533a565fa746f4f239e9c8998cd53e43 https://irepository.uniten.edu.my/handle/123456789/23772 8684097 399 404 Institute of Electrical and Electronics Engineers Inc. Scopus |
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Distributed power generation; Electric lines; Electric load flow; Electric load shedding; Electric power transmission; Particle swarm optimization (PSO); Discrete particle swarm optimization; Intentional islanding; MDPSO technique; Minimal power; Objective functions; Power flow analysis; Power system blackout; Steady state stability; Heuristic methods |
| author2 |
55613455300 |
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55613455300 Saharuddin N.Z. Abidin I.Z. Bin Mokhlis H. |
| format |
Conference Paper |
| author |
Saharuddin N.Z. Abidin I.Z. Bin Mokhlis H. |
| spellingShingle |
Saharuddin N.Z. Abidin I.Z. Bin Mokhlis H. Intentional Islanding Solution Based on Modified Discrete Particle Swarm Optimization Technique |
| author_sort |
Saharuddin N.Z. |
| title |
Intentional Islanding Solution Based on Modified Discrete Particle Swarm Optimization Technique |
| title_short |
Intentional Islanding Solution Based on Modified Discrete Particle Swarm Optimization Technique |
| title_full |
Intentional Islanding Solution Based on Modified Discrete Particle Swarm Optimization Technique |
| title_fullStr |
Intentional Islanding Solution Based on Modified Discrete Particle Swarm Optimization Technique |
| title_full_unstemmed |
Intentional Islanding Solution Based on Modified Discrete Particle Swarm Optimization Technique |
| title_sort |
intentional islanding solution based on modified discrete particle swarm optimization technique |
| publisher |
Institute of Electrical and Electronics Engineers Inc. |
| publishDate |
2023 |
| _version_ |
1806428498579947520 |
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13.188404 |