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Author Ploysuwan, Tuchsanai
Source IEEE Xplore Digital Library
Content type Text
Publisher Institute of Electrical and Electronics Engineers, Inc. (IEEE)
File Format PDF
Copyright Year ©2014
Language English
Subject Domain (in DDC) Computer science, information & general works ♦ Data processing & computer science
Subject Keyword Hafnium ♦ Decision support systems ♦ Financial management ♦ Planning ♦ Peak load forecasting ♦ Gaussian process ♦ Spectral mixture Gaussian kernel
Abstract In this paper, the author presents the joint of spectral mixture Gaussian and a single squared exponential kernel function which used in predictive solution of Gaussian process (QfP) to find new pattern discovery and forecasting of electricity peak load demand of Thailand in next five years. Several analytical results have been evaluated in simulations such as pattern discovery performance, property of each kernel function, and mean absolute percentage error (MAPE) of the method.
Description Author affiliation: Department of Electrical Engineering, Siam University Bangkok, Thailand (Ploysuwan, Tuchsanai)
ISBN 9781479940769
ISSN 21593450
Educational Role Student ♦ Teacher
Age Range above 22 year
Educational Use Research ♦ Reading
Education Level UG and PG
Learning Resource Type Article
Publisher Date 2014-10-22
Publisher Place Thailand
Rights Holder Institute of Electrical and Electronics Engineers, Inc. (IEEE)
e-ISBN 9781479940752
Size (in Bytes) 668.80 kB
Page Count 5
Starting Page 1
Ending Page 5


Source: IEEE Xplore Digital Library