Pembentukan Model Stokastik Box-Jenkins dan Aplikasi dalam Industri Utiliti

The objective of this study is to build a stochastic Box-Jenkins model for electricity demand in Perlis. In the process of building stochastic Box-Jenkins model, first series of the differentiation was used for every sector in this research to obtain the set of stationary series data. To accomplish...

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Main Author:	Syariza, Abdul Rahman
Format:	Thesis
Language:	eng eng
Published:	2003
Subjects:	QA273-280 Probabilities Mathematical statistics
Online Access:	https://etd.uum.edu.my/1154/1/SYARIZA_BT._ABDUL_RAHMAN.pdf https://etd.uum.edu.my/1154/2/1.SYARIZA_BT._ABDUL_RAHMAN.pdf
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id	my-uum-etd.1154
record_format	uketd_dc
spelling	my-uum-etd.11542013-07-24T12:10:40Z Pembentukan Model Stokastik Box-Jenkins dan Aplikasi dalam Industri Utiliti 2003 Syariza, Abdul Rahman Sekolah Siswazah Graduate School QA273-280 Probabilities. Mathematical statistics The objective of this study is to build a stochastic Box-Jenkins model for electricity demand in Perlis. In the process of building stochastic Box-Jenkins model, first series of the differentiation was used for every sector in this research to obtain the set of stationary series data. To accomplish the second objective, the factors affecting the electricity demand was measured for domestic, commercial, industry and street lighting sector in Perlis. The factors that have been measured in this research are the monthly temperature of surrounding, total of monthly rain, festive seasons, increasement in the number of resident the development of state economic and the development in the surrounding area. The study gave the value of short term forecasting for electricity demand in Perlis. Only domestic sector signified a seasonal pattern and occupied Seasonal ARIMA Box-Jenkins model while commercial, industry and street lighting sector were significant and occupying ARIMA Box-Jenkins model. After analyzing the factors affecting the electricity demand, we bund that stationary and randomness affected these factors consistently and significantly. This study discovered that domestic sector is affected by the increasement in the number of residents and the number of houses, the festive seasons, the surrounding temperature and the number of raining days. For commercial sector, the demand is affected by the development of state economic and festive seasons. Industry sector is effected by the development of state economic and also by CIMA. TNB’s main consumer that deputize cement industry in Perlis state. Meanwhile Street lighting sector is affected by the development of infrastructure and the festive seasons. 2003 Thesis https://etd.uum.edu.my/1154/ https://etd.uum.edu.my/1154/1/SYARIZA_BT._ABDUL_RAHMAN.pdf application/pdf eng validuser https://etd.uum.edu.my/1154/2/1.SYARIZA_BT._ABDUL_RAHMAN.pdf application/pdf eng public masters masters Universiti Utara Malaysia
institution	Universiti Utara Malaysia
collection	UUM ETD
language	eng eng
topic	QA273-280 Probabilities Mathematical statistics
spellingShingle	QA273-280 Probabilities Mathematical statistics Syariza, Abdul Rahman Pembentukan Model Stokastik Box-Jenkins dan Aplikasi dalam Industri Utiliti
description	The objective of this study is to build a stochastic Box-Jenkins model for electricity demand in Perlis. In the process of building stochastic Box-Jenkins model, first series of the differentiation was used for every sector in this research to obtain the set of stationary series data. To accomplish the second objective, the factors affecting the electricity demand was measured for domestic, commercial, industry and street lighting sector in Perlis. The factors that have been measured in this research are the monthly temperature of surrounding, total of monthly rain, festive seasons, increasement in the number of resident the development of state economic and the development in the surrounding area. The study gave the value of short term forecasting for electricity demand in Perlis. Only domestic sector signified a seasonal pattern and occupied Seasonal ARIMA Box-Jenkins model while commercial, industry and street lighting sector were significant and occupying ARIMA Box-Jenkins model. After analyzing the factors affecting the electricity demand, we bund that stationary and randomness affected these factors consistently and significantly. This study discovered that domestic sector is affected by the increasement in the number of residents and the number of houses, the festive seasons, the surrounding temperature and the number of raining days. For commercial sector, the demand is affected by the development of state economic and festive seasons. Industry sector is effected by the development of state economic and also by CIMA. TNB’s main consumer that deputize cement industry in Perlis state. Meanwhile Street lighting sector is affected by the development of infrastructure and the festive seasons.
format	Thesis
qualification_name	masters
qualification_level	Master's degree
author	Syariza, Abdul Rahman
author_facet	Syariza, Abdul Rahman
author_sort	Syariza, Abdul Rahman
title	Pembentukan Model Stokastik Box-Jenkins dan Aplikasi dalam Industri Utiliti
title_short	Pembentukan Model Stokastik Box-Jenkins dan Aplikasi dalam Industri Utiliti
title_full	Pembentukan Model Stokastik Box-Jenkins dan Aplikasi dalam Industri Utiliti
title_fullStr	Pembentukan Model Stokastik Box-Jenkins dan Aplikasi dalam Industri Utiliti
title_full_unstemmed	Pembentukan Model Stokastik Box-Jenkins dan Aplikasi dalam Industri Utiliti
title_sort	pembentukan model stokastik box-jenkins dan aplikasi dalam industri utiliti
granting_institution	Universiti Utara Malaysia
granting_department	Sekolah Siswazah
publishDate	2003
url	https://etd.uum.edu.my/1154/1/SYARIZA_BT._ABDUL_RAHMAN.pdf https://etd.uum.edu.my/1154/2/1.SYARIZA_BT._ABDUL_RAHMAN.pdf
_version_	1747827083485118464

Pembentukan Model Stokastik Box-Jenkins dan Aplikasi dalam Industri Utiliti

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