welcome to uum electronic theses and dissertation...

26

Upload: others

Post on 09-Mar-2021

10 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: Welcome to UUM Electronic Theses and Dissertation ...etd.uum.edu.my/1154/2/1.SYARIZA_BT._ABDUL_RAHMAN.pdfTNB’s main consumer that deputize cement industry in Perlis state. 1v Meanwhile
Page 2: Welcome to UUM Electronic Theses and Dissertation ...etd.uum.edu.my/1154/2/1.SYARIZA_BT._ABDUL_RAHMAN.pdfTNB’s main consumer that deputize cement industry in Perlis state. 1v Meanwhile
Page 3: Welcome to UUM Electronic Theses and Dissertation ...etd.uum.edu.my/1154/2/1.SYARIZA_BT._ABDUL_RAHMAN.pdfTNB’s main consumer that deputize cement industry in Perlis state. 1v Meanwhile
Page 4: Welcome to UUM Electronic Theses and Dissertation ...etd.uum.edu.my/1154/2/1.SYARIZA_BT._ABDUL_RAHMAN.pdfTNB’s main consumer that deputize cement industry in Perlis state. 1v Meanwhile
Page 5: Welcome to UUM Electronic Theses and Dissertation ...etd.uum.edu.my/1154/2/1.SYARIZA_BT._ABDUL_RAHMAN.pdfTNB’s main consumer that deputize cement industry in Perlis state. 1v Meanwhile

ABSTRAK:

Objektif kajian ini ialah unxk membentuk model stokastik Box-Jenkins untuk

permintaan elektrik Ci negen Psrlis. Dalam proses pembentukan model stokastik Box-

Jenkins, pembezaan sin pertamA dilakukan bagi setiap sektor bagi mendapatkan set sin

data yang pegun. Bagi memenuhi objektif kedua, faktor yang mempengaruhi

permintaan elektrik ciukur bag: sektor domestik, komersil, industri dan lampu awam di

nsger. Perlis. Faktor-faktor jang diukur di dalam kajian ini ialah suhu bulanan

persekitxan- jumlah taburan kujan bulanan, musim perayaan, pertambahan bilangan

pendKduk, pertumbchan ekommi negeri dan juga pembangunan yang berlaku di

kawasan selutar. Kajian in; memberikan ndai peramalan jangka pendek untuk

permintaan bekalan elektrik ci negeri Perlis. Hanya sektor domestik sahaja yang

signifikan terhadap sifat bennusim dan memenuhi model Box-Jenkins ARIMA

Bemusim manakala sektor kcmersil, industri dan lampu awam adalah signifikan dan

memsnuhi model Box-Jenluns ARlMA. Setelah diteliti terhadap faktor-faktor yang

mem?engaruhi permintaan elektrik, didapati sifat kepegunan dan kerawakan telah

mempengaruhi faktor-faktor i:ii dengan konsisten dan signifikan. Kajian ini telah

mendapati bahawa sektor don;estik dipengaruh i oleh pertambahan bilangan penduduk

dan juga bilangan perumahan, xusim perayaan, suhu persekitaran dan juga bilangan hari

hujm. Bagi sektor komersil pula, permintaannya dipengaruhi oleh pertumbuhan

ekonomi negeri dan hari perayaan. Sektor industri juga dipengaruhi oleh keadaan

ekonami negeri Perlrs dan jugL dipengaruhi oleh pengguna utama TNB iaitu CIMA yang

.. 11

Page 6: Welcome to UUM Electronic Theses and Dissertation ...etd.uum.edu.my/1154/2/1.SYARIZA_BT._ABDUL_RAHMAN.pdfTNB’s main consumer that deputize cement industry in Perlis state. 1v Meanwhile

mewakili industri simen di negeri Perlis. hdanakala sektor lampu a w m , puia

dipengaruhi oleh pembangunan infrastruktur di negeri Perlis dan juga musm pera: am.

Katakunci: Model Box-Jenkins ARIMA, Industri Elektrik

... 111

Page 7: Welcome to UUM Electronic Theses and Dissertation ...etd.uum.edu.my/1154/2/1.SYARIZA_BT._ABDUL_RAHMAN.pdfTNB’s main consumer that deputize cement industry in Perlis state. 1v Meanwhile

ABSTRACT

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-Jenluns model, first series of

the differentiation was used for every sector in this research to obtain the set of

stationary series dkta. To accomplish the second objective, the factors affecting the

electricit;/ demand was measured for domestic, commercial, industry and street lighting

sector in Perlis. Tne factors that have been measured in this research are the monthly

temperat _Ire of surrounding, total of monthly rain, festive seasons, increasement in the

number .jf residen:, 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 tne electricity demand, we bund that stationary and randomness

affected these facrcx-s 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 festlve 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.

1v

Page 8: Welcome to UUM Electronic Theses and Dissertation ...etd.uum.edu.my/1154/2/1.SYARIZA_BT._ABDUL_RAHMAN.pdfTNB’s main consumer that deputize cement industry in Perlis state. 1v Meanwhile

Meanwhile Street lighting sector is affected by the development of infrastructure a76 the

festive seasons.

Keywords: ANMA Box-Jenkins Model, Electricity Industry

V

Page 9: Welcome to UUM Electronic Theses and Dissertation ...etd.uum.edu.my/1154/2/1.SYARIZA_BT._ABDUL_RAHMAN.pdfTNB’s main consumer that deputize cement industry in Perlis state. 1v Meanwhile
Page 10: Welcome to UUM Electronic Theses and Dissertation ...etd.uum.edu.my/1154/2/1.SYARIZA_BT._ABDUL_RAHMAN.pdfTNB’s main consumer that deputize cement industry in Perlis state. 1v Meanwhile
Page 11: Welcome to UUM Electronic Theses and Dissertation ...etd.uum.edu.my/1154/2/1.SYARIZA_BT._ABDUL_RAHMAN.pdfTNB’s main consumer that deputize cement industry in Perlis state. 1v Meanwhile
Page 12: Welcome to UUM Electronic Theses and Dissertation ...etd.uum.edu.my/1154/2/1.SYARIZA_BT._ABDUL_RAHMAN.pdfTNB’s main consumer that deputize cement industry in Perlis state. 1v Meanwhile
Page 13: Welcome to UUM Electronic Theses and Dissertation ...etd.uum.edu.my/1154/2/1.SYARIZA_BT._ABDUL_RAHMAN.pdfTNB’s main consumer that deputize cement industry in Perlis state. 1v Meanwhile
Page 14: Welcome to UUM Electronic Theses and Dissertation ...etd.uum.edu.my/1154/2/1.SYARIZA_BT._ABDUL_RAHMAN.pdfTNB’s main consumer that deputize cement industry in Perlis state. 1v Meanwhile
Page 15: Welcome to UUM Electronic Theses and Dissertation ...etd.uum.edu.my/1154/2/1.SYARIZA_BT._ABDUL_RAHMAN.pdfTNB’s main consumer that deputize cement industry in Perlis state. 1v Meanwhile
Page 16: Welcome to UUM Electronic Theses and Dissertation ...etd.uum.edu.my/1154/2/1.SYARIZA_BT._ABDUL_RAHMAN.pdfTNB’s main consumer that deputize cement industry in Perlis state. 1v Meanwhile
Page 17: Welcome to UUM Electronic Theses and Dissertation ...etd.uum.edu.my/1154/2/1.SYARIZA_BT._ABDUL_RAHMAN.pdfTNB’s main consumer that deputize cement industry in Perlis state. 1v Meanwhile
Page 18: Welcome to UUM Electronic Theses and Dissertation ...etd.uum.edu.my/1154/2/1.SYARIZA_BT._ABDUL_RAHMAN.pdfTNB’s main consumer that deputize cement industry in Perlis state. 1v Meanwhile
Page 19: Welcome to UUM Electronic Theses and Dissertation ...etd.uum.edu.my/1154/2/1.SYARIZA_BT._ABDUL_RAHMAN.pdfTNB’s main consumer that deputize cement industry in Perlis state. 1v Meanwhile
Page 20: Welcome to UUM Electronic Theses and Dissertation ...etd.uum.edu.my/1154/2/1.SYARIZA_BT._ABDUL_RAHMAN.pdfTNB’s main consumer that deputize cement industry in Perlis state. 1v Meanwhile
Page 21: Welcome to UUM Electronic Theses and Dissertation ...etd.uum.edu.my/1154/2/1.SYARIZA_BT._ABDUL_RAHMAN.pdfTNB’s main consumer that deputize cement industry in Perlis state. 1v Meanwhile

The contents of

the thesis is for

internal user

only

Page 22: Welcome to UUM Electronic Theses and Dissertation ...etd.uum.edu.my/1154/2/1.SYARIZA_BT._ABDUL_RAHMAN.pdfTNB’s main consumer that deputize cement industry in Perlis state. 1v Meanwhile
Page 23: Welcome to UUM Electronic Theses and Dissertation ...etd.uum.edu.my/1154/2/1.SYARIZA_BT._ABDUL_RAHMAN.pdfTNB’s main consumer that deputize cement industry in Perlis state. 1v Meanwhile
Page 24: Welcome to UUM Electronic Theses and Dissertation ...etd.uum.edu.my/1154/2/1.SYARIZA_BT._ABDUL_RAHMAN.pdfTNB’s main consumer that deputize cement industry in Perlis state. 1v Meanwhile
Page 25: Welcome to UUM Electronic Theses and Dissertation ...etd.uum.edu.my/1154/2/1.SYARIZA_BT._ABDUL_RAHMAN.pdfTNB’s main consumer that deputize cement industry in Perlis state. 1v Meanwhile
Page 26: Welcome to UUM Electronic Theses and Dissertation ...etd.uum.edu.my/1154/2/1.SYARIZA_BT._ABDUL_RAHMAN.pdfTNB’s main consumer that deputize cement industry in Perlis state. 1v Meanwhile