Optimal location selection for a distributed hybrid renewable energy system in rural Western Australia: A data mining approach
Summary. This paper uses data mining techniques to identify optimal locations for hybrid renewable energy systems in rural Western Australia. Researchers applied K-Means and K-Medoids clustering algorithms to 69 locations, then evaluated potential wind and solar output using HOMER software. K-Means performed better at clustering, while K-Medoids identified locations with higher average renewable energy generation, though both approaches had limitations in accounting for local energy requirements.
Cite this article
Holloway, R., Ho, D., Delotavo, C., Xie, W. Y., Rahimi, I., Nikoo, M. R., & Gandomi, A. H.. (2023). Optimal location selection for a distributed hybrid renewable energy system in rural Western Australia: A data mining approach. Energy Strategy Reviews. https://doi.org/10.1016/j.esr.2023.101205
Holloway, Rain, et al. “Optimal location selection for a distributed hybrid renewable energy system in rural Western Australia: A data mining approach.” Energy Strategy Reviews, 2023. https://doi.org/10.1016/j.esr.2023.101205.
Holloway, Rain, Darren Ho, Colin Delotavo, William Yau Xie, Iman Rahimi, Mohammad Reza Nikoo, and Amir H. Gandomi. 2023. “Optimal location selection for a distributed hybrid renewable energy system in rural Western Australia: A data mining approach.” Energy Strategy Reviews. https://doi.org/10.1016/j.esr.2023.101205.
@article{holloway-2023-optimal-location-selection-distributed-hybrid,
title = {Optimal location selection for a distributed hybrid renewable energy system in rural Western Australia: A data mining approach},
author = {Rain Holloway and Darren Ho and Colin Delotavo and William Yau Xie and Iman Rahimi and Mohammad Reza Nikoo and Amir H. Gandomi},
journal = {Energy Strategy Reviews},
year = {2023},
doi = {10.1016/j.esr.2023.101205},
url = {https://doi.org/10.1016/j.esr.2023.101205}
}
TY - JOUR TI - Optimal location selection for a distributed hybrid renewable energy system in rural Western Australia: A data mining approach AU - Rain Holloway AU - Darren Ho AU - Colin Delotavo AU - William Yau Xie AU - Iman Rahimi AU - Mohammad Reza Nikoo AU - Amir H. Gandomi JO - Energy Strategy Reviews PY - 2023 DO - 10.1016/j.esr.2023.101205 UR - https://doi.org/10.1016/j.esr.2023.101205 ER -
Details
- DOI
- 10.1016/j.esr.2023.101205
- Countries
- Australia
- Regions
- Oceania
- Categories
- energy, climate-and-environment
- Added
- 2026-04-28