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 |
Link text |
View Abstract |
Electronic File |
<a href="http://library.cvsu.edu.ph/cgi-bin/koha/opac-retrieve-file.pl?id=e9599d50048027796e5c60039e032870">http://library.cvsu.edu.ph/cgi-bin/koha/opac-retrieve-file.pl?id=e9599d50048027796e5c60039e032870</a> |
942 ## - ADDED ENTRY ELEMENTS (KOHA) |
Source of classification or shelving scheme |
Dewey Decimal Classification |
Koha item type |
Theses / Manuscripts |