Water Use Trend At Universiti Teknologi Malaysia: Application Of Arima Model
The Paper Describes The Application Of Autoregressive Integrated Moving Average (ARIMA) Model To Represent Water Use Behaviour At Universiti Teknologi Malaysia (UTM) Campus. Using Autocorrelation Function (ACF), Partial Autocorrelation Function (PACF), And Akaike’s Information Criterion (AIC), Mon...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Penerbit UTM Press
2004
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| Online Access: | http://eprints.utm.my/1936/ http://eprints.utm.my/1936/1/JURNALDIS%5BB4%5D41.pdf |
| _version_ | 1848890248209104896 |
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| author | Katimon, Ayob Demun, Amat Sairin |
| author_facet | Katimon, Ayob Demun, Amat Sairin |
| author_sort | Katimon, Ayob |
| building | UTeM Institutional Repository |
| collection | Online Access |
| description | The Paper Describes The Application Of Autoregressive Integrated Moving Average (ARIMA) Model To Represent Water Use Behaviour At Universiti Teknologi Malaysia (UTM) Campus. Using Autocorrelation Function (ACF), Partial Autocorrelation Function (PACF), And Akaike’s Information Criterion (AIC), Monthly Campus Water Use Series Can Be Best Presented Using ARIMA (2,0,0) Model. The Estimated Parameter Of The Model ö1 And ö2 Are 0.2747 And 0.4194 Respectively. This Implies That Water Consumption In UTM Campus At The Present Month Is Not Necessarily Influenced By Water Consumption Of Immediate Previous Month. Analysis Shows That ARIMA (2,0,0) Model Provides A Reasonable Forecasting Tool For Campus Water Use. |
| first_indexed | 2025-11-15T20:39:03Z |
| format | Article |
| id | utm-1936 |
| institution | Universiti Teknologi Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T20:39:03Z |
| publishDate | 2004 |
| publisher | Penerbit UTM Press |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | utm-19362017-11-01T04:17:36Z http://eprints.utm.my/1936/ Water Use Trend At Universiti Teknologi Malaysia: Application Of Arima Model Katimon, Ayob Demun, Amat Sairin Q Science (General) QA Mathematics The Paper Describes The Application Of Autoregressive Integrated Moving Average (ARIMA) Model To Represent Water Use Behaviour At Universiti Teknologi Malaysia (UTM) Campus. Using Autocorrelation Function (ACF), Partial Autocorrelation Function (PACF), And Akaike’s Information Criterion (AIC), Monthly Campus Water Use Series Can Be Best Presented Using ARIMA (2,0,0) Model. The Estimated Parameter Of The Model ö1 And ö2 Are 0.2747 And 0.4194 Respectively. This Implies That Water Consumption In UTM Campus At The Present Month Is Not Necessarily Influenced By Water Consumption Of Immediate Previous Month. Analysis Shows That ARIMA (2,0,0) Model Provides A Reasonable Forecasting Tool For Campus Water Use. Penerbit UTM Press 2004-12 Article PeerReviewed application/pdf en http://eprints.utm.my/1936/1/JURNALDIS%5BB4%5D41.pdf Katimon, Ayob and Demun, Amat Sairin (2004) Water Use Trend At Universiti Teknologi Malaysia: Application Of Arima Model. Jurnal Teknologi B (41B). pp. 47-56. ISSN 0127-9696 |
| spellingShingle | Q Science (General) QA Mathematics Katimon, Ayob Demun, Amat Sairin Water Use Trend At Universiti Teknologi Malaysia: Application Of Arima Model |
| title | Water Use Trend At Universiti Teknologi Malaysia:
Application Of Arima Model
|
| title_full | Water Use Trend At Universiti Teknologi Malaysia:
Application Of Arima Model
|
| title_fullStr | Water Use Trend At Universiti Teknologi Malaysia:
Application Of Arima Model
|
| title_full_unstemmed | Water Use Trend At Universiti Teknologi Malaysia:
Application Of Arima Model
|
| title_short | Water Use Trend At Universiti Teknologi Malaysia:
Application Of Arima Model
|
| title_sort | water use trend at universiti teknologi malaysia:
application of arima model |
| topic | Q Science (General) QA Mathematics |
| url | http://eprints.utm.my/1936/ http://eprints.utm.my/1936/1/JURNALDIS%5BB4%5D41.pdf |