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All Journal J@TI (TEKNIK INDUSTRI) Jurnal Sumberdaya Alam dan Lingkungan Abdimas Universal Abdimas Galuh : Jurnal Pengabdian Kepada Masyarakat JURNAL AGROINDUSTRI HALAL INDONESIAN JOURNAL OF URBAN AND ENVIRONMENTAL TECHNOLOGY Jurnal AKAL: Abdimas dan Kearifan Lokal JURNAL TEKNIK INDUSTRI JURNAL ABDI MASYARAKAT INDONESIA (JAMIN) Jurnal Pengabdian Masyarakat Tapis Berseri Journal of Engineering and Technological Sciences (Journal of Environmental Sustainability Management)
Emelia Sari
Program Studi Teknik Industri, Universitas Trisakti, Jakarta, Indonesia
Aerospace Engineering Agriculture, Biological Sciences & Forestry Humanities Automotive Engineering Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Industrial & Manufacturing Engineering Law, Crime, Criminology & Criminal Justice Nursing Public Health Social Sciences Transportation Other

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Journal : Journal of Engineering and Technological Sciences

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Prediction of Rainfall Trends using Mahalanobis-Taguchi System Jamil, Muhammad Arieffuddin Mohd; Abu, Mohd Yazid; Zaini, Sri Nur Areena Mohd; Aris, Nurul Haziyani; Pinueh, Nur Syafikah; Jaafar, Nur Najmiyah; Muhammad, Wan Zuki Azman Wan; Ramlie, Faizir; Harudin, Nolia; Sari, Emelia; Ghani, Nadiatul Adilah Ahmad Abdul
Journal of Engineering and Technological Sciences Vol. 56 No. 2 (2024)
Publisher : Directorate for Research and Community Services, Institut Teknologi Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.5614/j.eng.technol.sci.2024.56.2.9

Abstract

Full comprehension of precipitation patterns is crucially needed, especially in Pekan, a district in Pahang, Malaysia. The area is renowned for its elevated levels of precipitation, making it imperative to precisely categorize and enhance the analysis of rainfall patterns to facilitate effective resource allocation, agricultural productivity, and catastrophe readiness. The variability of rainfall patterns is contingent upon geographical location, necessitating the collection of a comprehensive data set that includes several characteristics that influence precipitation to make reliable predictions. Data were collected from the Vantage Pro2 weather station, which is located on the UMP Pekan campus. This study used the RT method to classify rainfall and T-Method 1 to determine the degree of contribution of each parameter. Significant parameters were validated using a data set from the same type of weather station but in a different district. The results showed that the Mahalanobis-Taguchi Bee Algorithm (MTBA) is more effective than the Mahalanobis-Taguchi System (MTS) in finding the significant parameters, but the parameters were a subset of MTS Teshima. Finally, the validation with T mean-based error (Tmbe) using Mean Absolute Error (MAE) revealed a pattern of errors to provide insight to find the significant parameters of MTS.
Co-Authors Abu, M.Y. Abu, Mohd Yazid Agung Sasongko Agustin, Meilan Ahmad Farhan Ahmad Farhan, Ahmad Ahsan Khalfani Sabara Amal Witonohadi Amran, Tiena Andi Arni Soraya Annisa Dewi Akbari, Annisa Dewi Ardilla Jefri Karista Ari Saputro, Ari Aris, Nurul Haziyani Auliya Dewi Oktriana Bambang Rahadi Widiatmono Dadan Umar Daihani Dadang Surjasa, Dadang Dedy Sugiarto Dewayana, Triwulandari Satitidjati Dewi Nilamsari Didien Suhardini Djohar Tjintamani Docki Saraswati Dorina Hetharia Dorina Hetharia Fani Puspitasari Febriana Lestari Ghani, Nadiatul Adilah Ahmad Abdul Goni, Feybi A. Gusni Muharam Habyba, Anik Nur Hartini Hartini Harudin, Nolia Idriwal Mayusda Ilham, Ahmad Indah Permata Sari Isnaeni Nabilah Isnaeni Nabilah Iveline Anne Marie Jaafar, Nur Najmiyah Jamil, Muhammad Arieffuddin Mohd Juliana Josephina Alexsandra KHOMSIYAH Krismantan, Thalia Putri Marendra, Sheilla Megagupita Putri Muhammad, Wan Zuki Azman Wan Mustaqim, Daffa Akiel Nabila, Shadrina Putri Nora Azmi Nora Azmi Nur Azizah Putri Utami Parwadi Moengin Pinueh, Nur Syafikah Pudji Astuti PUDJI ASTUTI Rahayu Setiawati Arifin Rambung, Richard Ramlie, Faizir Ratnaningsih Ruhiyat Ratnaningsih Ruhiyat Richy Wijaya Ridha Satria Rina Fitriana Ruhiyat , Ratnaningsih Ruhiyat, Ratnaningsih Siska Herliana Suryana, Yunita Friscilia Tiena Gustina Amran Tiena Gustina Amran Tono Sukarnoto Triwulandari Satitidjati Dewayana Triwulandari SD, Triwulandari Wawan Kurniawan Winnie Septiani Yarra Sutadiwiria Yudha Melianto Zaini, Sri Nur Areena Mohd