Using clustering techniques to provide simulation scenarios for the smart grid

P Miguel, J Goncalves, L Neves, AG Martins - Sustainable Cities and …, 2016 - Elsevier
The objective of this work is to obtain characteristic daily profiles of consumption, wind
generation and electricity spot prices, needed to develop assessments of two different …

Methodology to simulate the impact of a large deployment of a residential energy management system in the electricity grid

P Miguel, L Neves, AG Martins - Electric power systems research, 2014 - Elsevier
The purpose of this work is to provide an insight for a possible methodology to implement
demand response strategies at a city scale. The objective is to determine a range of values …

Big Data in Smart Cities–Water Demand Prototypes Using Clustering Techniques

P Miguel, J Gonçalves, L Neves - … Conference on Water Energy Food and …, 2021 - Springer
Considering the path that electricity smart grids have taken and the management, control
and optimization involved, one may think that is possible to transpose such experience and …