Times series analysis of electricity demand in Luzon / (Record no. 26041)

MARC details
000 -LEADER
fixed length control field 02790nam a2200325 4500
003 - CONTROL NUMBER IDENTIFIER
control field OSt
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20210127124925.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 210120b ||||| |||| 00| 0 eng d
040 ## - CATALOGING SOURCE
Transcribing agency CvSU Main Campus Library
041 0# - LANGUAGE CODE
Language code of text/sound track or separate title eng
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 621.3
Item number M52 2018
100 ## - MAIN ENTRY--PERSONAL NAME
9 (RLIN) 3016
Personal name Mendoza, Ionna Grace G.
Relator term author
245 10 - TITLE STATEMENT
Title Times series analysis of electricity demand in Luzon /
Statement of responsibility, etc. Ionna Grace G. Mendoza.
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Indang, Cavite :
Name of publisher, distributor, etc. Cavite State University- Main Campus,
Date of publication, distribution, etc. 2019.
300 ## - PHYSICAL DESCRIPTION
Extent xv , 48 pages :
Other physical details illustrations ;
Dimensions 28 cm.
336 ## - CONTENT TYPE
Source rdacontent
Content type term text
337 ## - MEDIA TYPE
Source rdamedia
Media type term unmediated
338 ## - CARRIER TYPE
Source rdacarrier
Carrier type term volume
500 ## - GENERAL NOTE
General note Thesis (Bachelor of Science in Applied Mathematics) Cavite State University.
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note Includes bibliographical references.
508 ## - CREATION/PRODUCTION CREDITS NOTE
College and Department College of Arts and Sciences (CAS), Department of Physical Sciences
520 3# - SUMMARY, ETC.
Summary, etc. MENDOZA, IONNA GRACE G. Time Series Analysis of Electricity Demand in Luzon, Undergraduate Thesis. Bachelor of Science in Applied Mathematics (Major in Statistics). Cavite State University, Indang, Cavite, December 2016. Adviser: Prof. Analyn A. Mojica. <br/>The study was conducted to formulate an appropriate forecasting model for the electricity demand; test the accuracy of the formulated model; and provide the forecast of the electricity demand in Luzon for the following year. <br/>The data used in the study were secondary data of the electricity demand from 2001 — 2014 in the Department of Energy (DOE). <br/>Models were selected using the time series analysis. The best models for the electricity demand were selected considering several criteria: R-squared, Adjusted R-squared, Akaike Information Criterion, Schwarz Information Criterion, Mean Absolute Percentage Error, Mean Absolute Error, and Root Mean Square Error. The selected best model was the ARIMA (2, 1, 0), and the forecasted values for the electricity demand were computed using the formulated model equations. <br/>The estimated model for the electricity demand was: <br/>Yt = 2.307yt-i — 2.399yt-2 + 1.450yt-3 — 0.736yt-4 + 0.166yt-5 + 0.756yt-6 — 1.444yt-7 + 0.999yt-8 — 0.139yt-9 + 1.891Et-1 — 3.666Et-2 + 2.701Et-3 + 0.354Et-4 — 2.856Et-5 + 2.356Et-6 — 0.78Et-7 + 8.786<br/>and the forecasted values of peak electricity demand for 2015 to 2017 were: 8941.386, 9042.715, 9141.911 (month of May)<br/>
541 ## - IMMEDIATE SOURCE OF ACQUISITION NOTE
Method of acquisition Submitted to the University Library
Date of acquisition March 13, 2019
Accession number T-7850
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
9 (RLIN) 3017
Topical term or geographic name entry element Electricity
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
9 (RLIN) 3018
Topical term or geographic name entry element Electric consumption
690 ## - LOCAL SUBJECT ADDED ENTRY--TOPICAL TERM (OCLC, RLIN)
9 (RLIN) 2526
Course or Program Bachelor of Science in Applied Mathematics
700 ## - ADDED ENTRY--PERSONAL NAME
9 (RLIN) 3019
Personal name Mojica, Analyn A.
Relator term adviser
856 ## - ELECTRONIC LOCATION AND ACCESS
Port 80
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942 ## - ADDED ENTRY ELEMENTS (KOHA)
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Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Home library Current library Shelving location Date acquired Source of acquisition Coded location qualifier Inventory number Total Checkouts Full call number Barcode Date last seen Uniform Resource Identifier Price effective from Koha item type Public note
    Dewey Decimal Classification   Room use only Non-fiction Ladislao N. Diwa Memorial Library Ladislao N. Diwa Memorial Library Theses Section 03/13/2019 Submitted copy to the University Library. THESIS/SP 600   621.3 M52 2018 00076945 01/20/2021 http://library.cvsu.edu.ph/cgi-bin/koha/opac-retrieve-file.pl?id=e9599d50048027796e5c60039e032870 01/20/2021 Theses / Manuscripts T-7850
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