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Dr. Santiago Moreno Carbonell
FORMER IIT MEMBER
Current position:
Research Area:
Intelligent Systems
Membership dates:
19/sep/2017 - 04/Jun/2018
Journal Publications
Moreno, S., Sánchez-Úbeda, E.F.,
A piecewise linear regression model ensemble for large-scale curve fitting
.
Algorithms
. Vol. 17, nº. 4, pp. 147-1 - 147-27, April 2024. [Online: March 2024]
JCR: 1,800 Q2 (2023) - SJR: 0,513 Q2 (2023)
Moreno, S., Sánchez-Úbeda, E.F., Muñoz, A.,
Rethinking weather station selection for electric load forecasting using genetic algorithms
.
International Journal of Forecasting
. Vol. 36, nº. 2, pp. 695 - 712, June 2020. [Online: December 2019]
JCR: 3,779 Q1 (2020); 6,900 Q1 (2023) - SJR: 1,268 Q1 (2020); 2,691 Q1 (2023)
Moreno, S., Sánchez-Úbeda, E.F., Muñoz, A.,
Time series decomposition of the daily outdoor air temperature in Europe for long-term energy forecasting in the context of climate change
.
Energies
. Vol. 13, nº. 7, pp. 1569-1 - 1569-28, April 2020. [Online: March 2020]
JCR: 3,004 Q3 (2020); 3,000 Q3 (2023) - SJR: 0,598 Q2 (2020); 0,651 Q1 (2023)
show 3 journal publications
Projects
Applying data analysis and forecasting techniques to monitor and analysis of the strategic bidding behaviour in the Iberian electricity market
. Carried out for
Enel Iberoamerica S.R.L
. Jan/2018-Dec/2018
Applying big data techniques to monitor and analysis of the strategic bidding behaviour in the Iberian electricity market
. Carried out for
Enel Iberoamerica S.R.L
. Jan/2017-Dec/2017
Applying big data techniques to monitor and analysis of the strategic bidding behaviour in the Iberian electricity market
. Carried out for
Enel Iberoamerica S.R.L
. Jan/2016-Dec/2016
Modelling the strategic bidding behaviour in the Spanish electricity market
. Carried out for
Endesa
. Jan/2015-Dec/2015
Modelling the strategic bidding behaviour in the Spanish electricity market
. Carried out for
Endesa
. Jan/2014-Dec/2014
show 5 projects
Ph.D. Thesis
Developed:
S. Moreno (2023),
Multi-region probabilistic electric load forecasting using coherent temperature scenarios
. Universidad Pontificia Comillas. Madrid (Spain).
show 1 Ph.D. Thesis
Fellowships and Awards
Director of prizewinning work in
"Management Solutions Prize for the best Final Year Project 2017-18. PFC Supervisor
«Analysis of the European cross-border physical flows applying machine learning techniques» by Laura Estévez Cabello
"
.
Universidad Pontificia Comillas
. Madrid (Spain). Mar 2019.
show 1 fellowships and awards