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Application of Mahalanobis-Taguchi System in rainfall trends at UMP Gambang Campus

Rainfall is a variable meteorological phenomenon that exhibits spatial variability across different locations. Weather stations collect a wide range of parameters to monitor and analyze rainfall patterns. However, not all parameters are equally significant or efficient in performing classification a...

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Main Authors:	M.A.M., Jamil, M. Y., Abu, S.N.A.M., Zaini, N.H., Aris, Pinueh, N.S., W.Z.A.W., Muhamad, F., Ramlie, N., Harudin, E., Sari, Nadiatul Adilah, Ahmad Abdul Ghani, Nur Najmiyah, Jaafar
Format:	Article
Language:	English
Published:	Penerbit UMPSA 2023
Subjects:	QA75 Electronic computers. Computer science T Technology (General) TA Engineering (General). Civil engineering (General)
Online Access:	http://umpir.ump.edu.my/id/eprint/38710/1/publication5-RDU220104.pdf http://umpir.ump.edu.my/id/eprint/38710/ https://doi.org/10.15282/mekatronika.v5i2.9581 https://doi.org/10.15282/mekatronika.v5i2.9581
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id	my.ump.umpir.38710
record_format	eprints
spelling	my.ump.umpir.387102024-01-18T01:37:25Z http://umpir.ump.edu.my/id/eprint/38710/ Application of Mahalanobis-Taguchi System in rainfall trends at UMP Gambang Campus M.A.M., Jamil M. Y., Abu S.N.A.M., Zaini N.H., Aris Pinueh, N.S. W.Z.A.W., Muhamad F., Ramlie N., Harudin E., Sari Nadiatul Adilah, Ahmad Abdul Ghani Nur Najmiyah, Jaafar QA75 Electronic computers. Computer science T Technology (General) TA Engineering (General). Civil engineering (General) Rainfall is a variable meteorological phenomenon that exhibits spatial variability across different locations. Weather stations collect a wide range of parameters to monitor and analyze rainfall patterns. However, not all parameters are equally significant or efficient in performing classification and optimization tasks. In this study, we propose the use of the Mahalanobis-Taguchi system (MTS) method to classify rainfall occurrences by RT-Method and optimize the parameter selection process by T-Method. The data were collected by weather station Vantage Pro2 in UMP Gambang. By applying RT- Method, we can classify the data sample in term of MD for November, May and April while reducing the number of parameters to only those that significantly contribute to the classification, which from 16 parameters to 8 parameters using T-Method. This approach provides a streamlined and efficient methodology for analyzing rainfall patterns and optimizing weather station data collection processes. Penerbit UMPSA 2023 Article PeerReviewed pdf en cc_by_4 http://umpir.ump.edu.my/id/eprint/38710/1/publication5-RDU220104.pdf M.A.M., Jamil and M. Y., Abu and S.N.A.M., Zaini and N.H., Aris and Pinueh, N.S. and W.Z.A.W., Muhamad and F., Ramlie and N., Harudin and E., Sari and Nadiatul Adilah, Ahmad Abdul Ghani and Nur Najmiyah, Jaafar (2023) Application of Mahalanobis-Taguchi System in rainfall trends at UMP Gambang Campus. Mekatronika - Journal of Intelligent Manufacturing & Mechatronics, 5 (2). pp. 17-24. ISSN 2637-0883. (Published) https://doi.org/10.15282/mekatronika.v5i2.9581 https://doi.org/10.15282/mekatronika.v5i2.9581
institution	Universiti Malaysia Pahang Al-Sultan Abdullah
building	UMPSA Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Malaysia Pahang Al-Sultan Abdullah
content_source	UMPSA Institutional Repository
url_provider	http://umpir.ump.edu.my/
language	English
topic	QA75 Electronic computers. Computer science T Technology (General) TA Engineering (General). Civil engineering (General)
spellingShingle	QA75 Electronic computers. Computer science T Technology (General) TA Engineering (General). Civil engineering (General) M.A.M., Jamil M. Y., Abu S.N.A.M., Zaini N.H., Aris Pinueh, N.S. W.Z.A.W., Muhamad F., Ramlie N., Harudin E., Sari Nadiatul Adilah, Ahmad Abdul Ghani Nur Najmiyah, Jaafar Application of Mahalanobis-Taguchi System in rainfall trends at UMP Gambang Campus
description	Rainfall is a variable meteorological phenomenon that exhibits spatial variability across different locations. Weather stations collect a wide range of parameters to monitor and analyze rainfall patterns. However, not all parameters are equally significant or efficient in performing classification and optimization tasks. In this study, we propose the use of the Mahalanobis-Taguchi system (MTS) method to classify rainfall occurrences by RT-Method and optimize the parameter selection process by T-Method. The data were collected by weather station Vantage Pro2 in UMP Gambang. By applying RT- Method, we can classify the data sample in term of MD for November, May and April while reducing the number of parameters to only those that significantly contribute to the classification, which from 16 parameters to 8 parameters using T-Method. This approach provides a streamlined and efficient methodology for analyzing rainfall patterns and optimizing weather station data collection processes.
format	Article
author	M.A.M., Jamil M. Y., Abu S.N.A.M., Zaini N.H., Aris Pinueh, N.S. W.Z.A.W., Muhamad F., Ramlie N., Harudin E., Sari Nadiatul Adilah, Ahmad Abdul Ghani Nur Najmiyah, Jaafar
author_facet	M.A.M., Jamil M. Y., Abu S.N.A.M., Zaini N.H., Aris Pinueh, N.S. W.Z.A.W., Muhamad F., Ramlie N., Harudin E., Sari Nadiatul Adilah, Ahmad Abdul Ghani Nur Najmiyah, Jaafar
author_sort	M.A.M., Jamil
title	Application of Mahalanobis-Taguchi System in rainfall trends at UMP Gambang Campus
title_short	Application of Mahalanobis-Taguchi System in rainfall trends at UMP Gambang Campus
title_full	Application of Mahalanobis-Taguchi System in rainfall trends at UMP Gambang Campus
title_fullStr	Application of Mahalanobis-Taguchi System in rainfall trends at UMP Gambang Campus
title_full_unstemmed	Application of Mahalanobis-Taguchi System in rainfall trends at UMP Gambang Campus
title_sort	application of mahalanobis-taguchi system in rainfall trends at ump gambang campus
publisher	Penerbit UMPSA
publishDate	2023
url	http://umpir.ump.edu.my/id/eprint/38710/1/publication5-RDU220104.pdf http://umpir.ump.edu.my/id/eprint/38710/ https://doi.org/10.15282/mekatronika.v5i2.9581 https://doi.org/10.15282/mekatronika.v5i2.9581
_version_	1822924061041229824
score	13.23243

Application of Mahalanobis-Taguchi System in rainfall trends at UMP Gambang Campus

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