Browsing by Author "Jurado Gómez, Sergio"
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A flexible fuzzy inductive reasoning approach for load modelling able to cope with missing data Jurado Gómez, Sergio; Nebot Castells, M. Àngela; Múgica Álvarez, Francisco (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering (ICST), 2015)
Open AccessLoad forecasting in buildings and homes has been in recent years a task of increasing importance. New services and functionalities can be offered in the home environment due to this predictions, for instance, the detection ...
Fuzzy inductive reasoning forecasting strategies able to cope with missing data: A smart grid application Jurado Gómez, Sergio; Nebot Castells, M. Àngela; Múgica Álvarez, Francisco; Mihaylov, Mihail (2017-02)
Open AccessDealing with missing data is of great practical and theoretical interest in forecasting applications. In this study, we deal with the problem of forecasting with missing data in smart grid and BEMS applications, where the ...
Hybrid methodologies for electricity load forecasting: Entropy-based feature selection with machine learning and soft computing techniques Jurado Gómez, Sergio; Nebot Castells, M. Àngela; Múgica Álvarez, Francisco; Avellana, Narcís (2015-06-15)
Open AccessScientific community is currently doing a great effort of research in the area of Smart Grids because energy production, distribution, and consumption play a critical role in the sustainability of the planet. The main ...
K nearest neighbour optimal selection in fuzzy inductive reasoning for smart grid applications Jurado Gómez, Sergio; Nebot Castells, M. Àngela; Múgica Álvarez, Francisco (Institute of Electrical and Electronics Engineers (IEEE), 2019)
Open AccessEnergy recasting has been an area of great interest in the last years. It unlocks, not only the Smart Grid's potential with load balancing but also new business models and added value services. To achieve an accurate, ...
A novel soft computing approach based on FIR to model and predict energy dynamic systems Jurado Gómez, Sergio (Universitat Politècnica de Catalunya, 2020-12-21)
Open AccessWe are facing a global climate crisis that is demanding a change in the status quo of how we produce, distribute and consume energy. In the last decades, this is being redefined through Smart Grids(SG), an intelligent ...