Ricardo Augusto Souza Fernandes in research grants and scholarships supported by FAPESP.
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Locating and identifying harmonic sources are essential procedures for power distribution systems, as they improve the monitoring of power quality and support utilities' decisions regarding actions aimed at mitigating the problems arising from harmonic distortions. In this sense, this research project presents an approach that should carry out the location and identification tasks embedde…
Currently, there is great concern with energy management, especially in large consumer centers. In this sense, many researches have been aimed at energy management for residential consumers, since these are aimed at obtaining solutions that allow nonintrusive load monitoring and identification, as well as better efficiency in the consumption of electricity. According to this context, this…
(Only some records are available in English at this moment)
In recent years, the demand for electricity has been increasing rapidly and, for this reason, there is a need to efficiently use it. This way, the identification of residential loads enables such use for consumers and, moreover, is crucial for demand response programs. Therefore, the development of labeling algorithms is of great interest to the scientific community and the productive sec…
This scientific initiation project has as main objective the implementation of an approach based on Artificial Neural Networks (ANN) with the purpose of obtaining estimates of the energy price for the Ontario market - Canada. However, to meet this objective, it will be extracted features by calculating technical variables commonly used in financial markets. In the sequence, a selection of…
This research project has as main objective the use of the clustering algorithm named DAMICORE. For this purpose, the clustering algorithm will be employed based on Noninvasive Load Monitoring techniques to identify residential loads. Therefore, we intend to use only the instantaneous measurements of voltage and current, which are also necessary to calculate the energy consumption. Highli…
(Only some records are available in English at this moment)
| 1 / 1 | Ongoing research grants |
| 7 / 5 | Completed research grants |
| 13 / 13 | Completed scholarships in Brazil |
| 21 / 19 | All research grants and scholarships |
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