Optimal phasor measurement units placement for full observability of power system using improved particle swarm optimisation
| Autor: | Amir Abdel Wadoud, Ahmed S. Adail, Alaa Abdelwahab Saleh |
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| Rok vydání: | 2017 |
| Předmět: |
Mathematical optimization
Situation awareness Computer science 020209 energy 020208 electrical & electronic engineering Phasor Energy Engineering and Power Technology Particle swarm optimization 02 engineering and technology Matrix decomposition Units of measurement Electric power system Control and Systems Engineering Control theory 0202 electrical engineering electronic engineering information engineering Metering mode Observability Electrical and Electronic Engineering |
| Zdroj: | IET Generation, Transmission & Distribution. 11:1794-1800 |
| ISSN: | 1751-8695 |
| DOI: | 10.1049/iet-gtd.2016.1636 |
| Popis: | Penetration of renewable, advanced metering capabilities, and the urge for situational awareness, all calls for power system state estimation (SE). The SE with phasor measurement units (PMUs) is a powerful technique for full system observability. The results of the SE are more accurate, when using PMUs with optimal locations in the complex power systems. In this study, a proposed technique for optimal PMUs placement is discussed and implemented. The optimal PMUs locations will be determined using improved particle swarm optimisation algorithm. This study also presented an optimisation solution technique for the problem of SE using the weighted least square method, improved and based on optimal PMUs placement. A numerical observability analysis is also presented to check the validity of the proposed technique in power system SE based on gain matrix factorisation. The technique applies to the standard IEEE 14-, 30-, and 118-buses systems. The results showed high efficiency and good performance in power system SE when using optimal PMUs locations with full observability. |
| Databáze: | OpenAIRE |
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