Abstract
Traditional energy conversion methods are being decommissioned because they cause environmental problems due to the production of harmful carbon monoxide, carbon dioxide and many other pollutants they produce. They are being replaced by clean renewable energy sources such as solar and wind. These renewable energy sources are intermittent in nature and can cause varying reactive power circulating in the power system network. The amount of reactive power circulating in the power system network is determined by the transmission power loss. The main aim of this research paper is to investigate the effect of wind energy penetration level on the overall transmission power loss of a power system network. Particle swarm optimization (PSO) is used in this paper to optimize the transmission power losses in a system network with distributed renewable energy power generation. The optimization of the transmission power losses is achieved by solving optimal reactive power dispatch. The PSO algorithm is tested on standard IEEE 5-bus and 14-bus system networks and is validated using Newton Raphson method. Results show that the PSO algorithm performs better than the Newton Raphson method. The results also show that the penetration level of distributed generation in a power system network has a great effect on the transmission power losses.
| Original language | English |
|---|---|
| Title of host publication | Proceedings of the 16th IEEE AFRICON, AFRICON 2023 |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| ISBN (Electronic) | 9798350336214 |
| DOIs | |
| Publication status | Published - 2023 |
| Event | 16th IEEE AFRICON, AFRICON 2023 - Nairobi, Kenya Duration: 20 Sept 2023 → 22 Sept 2023 |
Publication series
| Name | IEEE AFRICON Conference |
|---|---|
| ISSN (Print) | 2153-0025 |
| ISSN (Electronic) | 2153-0033 |
Conference
| Conference | 16th IEEE AFRICON, AFRICON 2023 |
|---|---|
| Country/Territory | Kenya |
| City | Nairobi |
| Period | 20/09/23 → 22/09/23 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 7 Affordable and Clean Energy
Keywords
- particle swarm optimization
- reactive power
- reactive power dispatch
- renewable energy sources
- transmission power loss
ASJC Scopus subject areas
- Computer Science Applications
- Electrical and Electronic Engineering
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