Beta 1


Title Optimization of Electricity Reserved Capacity
Author Asnicar, Federica
Supervisor Madsen, Henrik (Department of Informatics and Mathematical Modeling, Technical University of Denmark, DTU, DK-2800 Kgs. Lyngby, Denmark)
Nielsen, Henrik Aalborg (Department of Informatics and Mathematical Modeling, Technical University of Denmark, DTU, DK-2800 Kgs. Lyngby, Denmark)
Institution Technical University of Denmark, DTU, DK-2800 Kgs. Lyngby, Denmark
Thesis level Master's thesis
Year 2006
Abstract This thesis aims to developing a model that describes the dependency of the Actual Upward Regulating power, referring to the Danish Electric Energy Market, on the Wind Forecasts, in order to predict the needs of ancillary services at least one day in advance. The model is based on Nonparametric Regression Quantiles Methods and the softwares used in the thesis are R (to implement the nonparametric regression quantile model) and Matlab (to plot the results in three dimensions). The use of nonparametric regression quantile methods allows us to better model the data, introducing spline smoothers, in order to get a more adaptable model.
Imprint Department of Informatics and Mathematical Modeling, Technical University of Denmark, DTU : DK-2800 Kgs. Lyngby, Denmark
Pages 118
Fulltext
Original PDF imm4736.pdf (15.93 MB)
Admin Creation date: 2006-10-06    Update date: 2012-12-17    Source: dtu    ID: 191620    Original MXD