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"A Multi-dimension Clustering Method for Load Profiles of Australian Lo" by Ali Azizivahed, Gloria V. Rupf et al.

The clustering of historical electricity consumption data is an effective means of developing representative load profiles for long-term energy planning. This paper presents a multi-dimensional approach for clustering, considering scattering and separation metrics and the number of clusters. A novel hybrid approach to solve the clustering function is also proposed: a combination of Invasive Weed Optimization (IWO) and wavelet mutation strategy. The hybrid method is applied to half-hourly metered electricity consumption data from the Civic Centre of a large local (municipal) government in Perth, Western Australia, to create representative seasonal load profiles. The novel clustering approach is then tested against the well-known k-means method using Davies-Bouldin and silhouette indices. In each seasonal clustered profile, the hybrid method is found to outperform the k-means method. The hybrid method has been identified as an effective clustering approach for analyzing the behavior of l ....

Western Australia , Civic Centre , Invasive Weed Optimization , Commercial Building , Energy Efficiency , Invasive Weed Optimization , Road Profile , Local Government ,

"A Substitute Solution of Backup Generators for a Microgrid" by Rashid Howlader, Ryuto Shigenobu et al.

This research proposes a smart microgrid installation and operation for an island by introducing ship's generators as a backup generator. On a small island, it is challenging to run big loads such as tower cranes and big motors, which are very necessary for the island's industrial development. Besides, photovoltaic (PV) and wind turbine generator (WG) output power output depends on weather conditions. So, the uncertainty of PV generations is a common drawback that is very difficult to tackle. Sometimes, due to a huge drop in renewable generators, the backup generators need to run. Even the backup generator ensures a certain time of resilience for a microgrid during the time of any unexpected moment. The installation of a backup generator involves a lot of costs. Also, to run a fossil fuel-based generator needs fuel transportation costs. Therefore, the proposed scheme introduces the ship's generators as backup generators to reduce a large number of installation costs. Eve ....

Back Up Generator , Installation Cost , Hips Generators ,