Modelling wind speed data in Pulau Langkawi with functional relationship
Wind speed influenced weather predictions, aerospace operations, and maritime operations, construction projects. This research aims to examine the relationship between Pulau Langkawi wind speed data during the southwest monsoons in 2019 and 2020. To model wind speed data that follows a normal distri...
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| Format: | Article |
| Language: | en |
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Penerbit Universiti Kebangsaan Malaysia
2023
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| Online Access: | http://journalarticle.ukm.my/22907/1/SML%2018.pdf http://journalarticle.ukm.my/22907/ https://www.ukm.my/jsm/english_journals/vol52num8_2023/contentsVol52num8_2023.html |
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| author | Nur Ain Al-Hameefatul Jamaliyatul, Basri Badyalina, Nurkhairany Amyra Mokhtar, Adzhar Rambli, Yong Zulina Zubairi, Adilah Abdul Ghapor, |
| author_facet | Nur Ain Al-Hameefatul Jamaliyatul, Basri Badyalina, Nurkhairany Amyra Mokhtar, Adzhar Rambli, Yong Zulina Zubairi, Adilah Abdul Ghapor, |
| author_sort | Nur Ain Al-Hameefatul Jamaliyatul, |
| building | Tun Sri Lanang Library |
| collection | Institutional Repository |
| content_provider | Universiti Kebangsaan Malaysia |
| content_source | UKM Journal Article Repository |
| continent | Asia |
| country | Malaysia |
| description | Wind speed influenced weather predictions, aerospace operations, and maritime operations, construction projects. This research aims to examine the relationship between Pulau Langkawi wind speed data during the southwest monsoons in 2019 and 2020. To model wind speed data that follows a normal distribution. An error-in-variables model (EIVM) is utilised, which is a linear functional relationship model (LFRM). The QQ-plots will be utilised to investigate the adequacy of the model’s fit. The maximum likelihood estimation (MLE) approach is employed to estimate the parameters of the model, while the covariance is calculated using the Fisher Information matrix. As a result, it is found that the estimated values demonstrate consistency and reduced dispersion. Thus, the findings could lead to a better knowledge of wind energy prediction. |
| format | Article |
| id | my-ukm.journal.22907 |
| institution | Universiti Kebangsaan Malaysia |
| language | en |
| publishDate | 2023 |
| publisher | Penerbit Universiti Kebangsaan Malaysia |
| record_format | eprints |
| spelling | my-ukm.journal.229072024-01-18T08:59:38Z http://journalarticle.ukm.my/22907/ Modelling wind speed data in Pulau Langkawi with functional relationship Nur Ain Al-Hameefatul Jamaliyatul, Basri Badyalina, Nurkhairany Amyra Mokhtar, Adzhar Rambli, Yong Zulina Zubairi, Adilah Abdul Ghapor, Wind speed influenced weather predictions, aerospace operations, and maritime operations, construction projects. This research aims to examine the relationship between Pulau Langkawi wind speed data during the southwest monsoons in 2019 and 2020. To model wind speed data that follows a normal distribution. An error-in-variables model (EIVM) is utilised, which is a linear functional relationship model (LFRM). The QQ-plots will be utilised to investigate the adequacy of the model’s fit. The maximum likelihood estimation (MLE) approach is employed to estimate the parameters of the model, while the covariance is calculated using the Fisher Information matrix. As a result, it is found that the estimated values demonstrate consistency and reduced dispersion. Thus, the findings could lead to a better knowledge of wind energy prediction. Penerbit Universiti Kebangsaan Malaysia 2023 Article PeerReviewed application/pdf en http://journalarticle.ukm.my/22907/1/SML%2018.pdf Nur Ain Al-Hameefatul Jamaliyatul, and Basri Badyalina, and Nurkhairany Amyra Mokhtar, and Adzhar Rambli, and Yong Zulina Zubairi, and Adilah Abdul Ghapor, (2023) Modelling wind speed data in Pulau Langkawi with functional relationship. Sains Malaysiana, 52 (8). pp. 2419-2430. ISSN 0126-6039 https://www.ukm.my/jsm/english_journals/vol52num8_2023/contentsVol52num8_2023.html |
| spellingShingle | Nur Ain Al-Hameefatul Jamaliyatul, Basri Badyalina, Nurkhairany Amyra Mokhtar, Adzhar Rambli, Yong Zulina Zubairi, Adilah Abdul Ghapor, Modelling wind speed data in Pulau Langkawi with functional relationship |
| title | Modelling wind speed data in Pulau Langkawi with functional relationship |
| title_full | Modelling wind speed data in Pulau Langkawi with functional relationship |
| title_fullStr | Modelling wind speed data in Pulau Langkawi with functional relationship |
| title_full_unstemmed | Modelling wind speed data in Pulau Langkawi with functional relationship |
| title_short | Modelling wind speed data in Pulau Langkawi with functional relationship |
| title_sort | modelling wind speed data in pulau langkawi with functional relationship |
| url | http://journalarticle.ukm.my/22907/1/SML%2018.pdf http://journalarticle.ukm.my/22907/ https://www.ukm.my/jsm/english_journals/vol52num8_2023/contentsVol52num8_2023.html |
| url_provider | http://journalarticle.ukm.my/ |