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Journal : Journal of Applied Agricultural Science and Technology

The Concept Design of Rice Quality Detection System Using Model-Based System Engineering Approach Cahyana, Purwa Tri; Sunarti, Titi Candra; Noor , Erliza; Hardjomidjojo, Hartrisari; Laily, Noer
Journal of Applied Agricultural Science and Technology Vol. 8 No. 4 (2024): Journal of Applied Agricultural Science and Technology
Publisher : Green Engineering Society

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55043/jaast.v8i4.256

Abstract

Quality of rice is determined by several factors such as water content, broken grains, and whiteness. The approach often used for the measurement is manual, time-consuming, and prone to error. Therefore, this research proposes a faster and more accurate rice quality detection system using Model-Based System Engineering (MBSE) approach. System was based on the needs analysis presented through an activity diagram showing the components and activities flow. Logical architecture diagrams were also used to structurally describe system logic to be further abstracted to the physical architecture stage. Moreover, machine learning techniques were used to simulate rice quality data analysis using the decision tree classification with the Iterative Dichotomizer 3 (ID3) algorithm. The simulation was applied to 200 supervised random datasets divided into 80% training and 20% test data with a focus on three attributes, including water content, broken grains, and whiteness. System design was developed using Visual Paradigm Community Edition software and the data were analyzed through the application of R software. The ID3 algorithm simulation produced rice quality detection system with a 92.5% accuracy rate, where 53% of rice was classified as good and 47% as bad. The proposed conceptual design for rice quality detection can be a starting point for the development of an industrial-scale system design.
Co-Authors -, Kaseno . Gunawan . Risfaheri ., Harianto ., Widhianthini A, Akhmad Aang Munawar Abd. Rasyid Syamsuri Abdullah, Feriansyah Abdurachman Abdurachman Achmad Fadillah Achmad Gus Fahmi Adetiya Rachman Aditya Galih Prihartono Aditya Kurniawan Aditya Kurniawan Adler H. Manurung Adler H. Manurung Adler Hayman Manurung Adler Haymans Manurung Adytia Pradnya Murti Agus Buono Agustina Widi Palupiningrum‬ Ahmad Haryo Oktamto Ahmad Heri Firdaus Aida Vityala Hubeis Ake Wihadanto Akhiruddin Maddu Akhmad Fauzi Alexandi, Muhammad Findi Alfa Firdaus Ali Akil Parlindungan Siregar Amadeus Sanda Layuk Amelia Theresia Sirait Amrieh Samad Soemargo Amzul Rifin Ana Turyanti Andi Buchari Andra Devi Benazir Anggun Ratnawulan Ani Suryani Ani Suryani Anto Tri Sugiarto Arief Daryanto Arief Sabdo Yuwono Arief Tri Hardiyanto Arif Imam Suroso Arif Kurniadi Arif Kurniadi Aris Dwi Cahyanto Arman Arman Armansyah Halomoan Tambunan Aruddy Aruddy Aruddy Arya Hadi Dharmawan Asaduddin Abdullah Ascarya Ascarya Asep Taryana Asysyifa Vivekananda Aty Herawati Aulia Yulianti Wulandari Ayu Rahayu SARASWATI Aziz Darwis, Abdul Aziz, Lukmanul Hakim Baba Barus Bagus Sartono Bambang Juanda Bambang Mulyana Hermanto Bambang Pramudya Bambang Pramudya Noorachmat, Bambang Pramudya Bandono, Bayu Baransano, Michael Albert Bayu Bandono Bayu Bandono Bayu Bandono Bayu Bandono Bayu Bandono Bayu Bandono Bayu Bandono Bayu Widokartiko Beny Mulyana Sukandar Bintang Narotama Bonar M. Sinaga Bratakusumah, Deddy S. Budiatman Satiawihardja Bunasor Sanim Bustanul Arifin Bustanul Arifin Cahyana, Purwa Tri Casnan Casnan Casnan, Casnan Cecep Kusmana Cory Trisilawaty Cut Meurah Rosnelly Danang Harimurti Danika Reka Artha Danika Reka Artha Danti Astrini DB Hakim, DB Hakim Deddy S. Bratakusumah Deddy S. Bratakusumah Dede Iskandar Dedi Budiman Hakim Dedi Mulyadi2, Dedi Desak Putu Ristami Paramita Dhany Surya Ratana Dhita, Sasha Dian Fajarika, Dian Didin Hafidhuddin MS Dimas Dhanubrata Gasmara Dino Rimantho Djumali Mangunwidjaja Dodyk Pranowo Dominicus Savio Priyarsono Dondy A Setyabudi Drajat Martianto Dwi Andhayani Edi Mulyon Edvin Aldrian Edy Mulyono Eka Intan Kumala Putri Eka Khaerandy Oktafianto Eka Sudarmaji Elida Novita Elly Zunara Endang Prangdimurti Eriyatno . Erna Rusliana Muhamad Saleh Ernan Rustiadi Ernawati Alena Ersyad Perdana Perdana Erwin Riyanto Eti Rohaeti Etty Riani Fadjar Sofyar Fahmi, Achmad Gus Fajrian, Muhammad Aja FARAH FAHMA Fatma Aghitsni Fenny Salomina Jensanura Asyerem Ferry Ardiansyah Ferry Syarifuddin Firman Siregar Firman Siregar Fitri Kinasih Husnul Khotimah Fitria Yuliani Fitry Filianty Fran Sagita Widodo Frances Roi Seston Tampubolon Ganistie Furry Qisthina Gustan Pari Hadi Susilo Arifin Hadjomidjojo, Hartrisari Halimah Zatalini Handayani, Yulya Hardiyanto, Arief Tri Hari Wijayanto Harianto Harianto Harianto MS Hariyadi Hariyadi Hartrisari Hadjomidjojo Hartrisari Hardjomidjojo Hefni Effendi Helen Wiryani Helmi Adam Hendina Pratiwi Hendramiko Hendri Setiadi Hendro Sasongko Hendro Sasongko Hendro Sasongko Hendro Sasongko Hendro Sasongko Hendro Sasongko Heni Hasanah Heni Hasanah Henny Saraswati Hermanto Siregar Herry Frenky Nababan Hizir Sofyan I Gede Widya Anantayoga Idqan Fahmi Idrus, Yudi Avalon Ikhsana, Nadya Ramadhani Imam T Saptono Imam Teguh Saptono Indah Yuliasih Irawan, Toni Irfan Syauqi Beik Irmayanti Irmayanti Irmayanti Irmayanti, Irmayanti Irzaman, Irzaman Istingani Istingani Joyo Winoto, Joyo Kirbrandoko Kirbrandoko Kirbrandoko Kirbrandoko Koes Pranowo La Ode Abdul Rahman Laily Dwi Arsyanti, Laily Dwi Laily, Noer Lala M Kolopaking Lanang Bagus Satrio Liesbetini Haditjaroko Liesbetini Hartoto Lina Warlina LINAWATI HARDJITO Linda Karlina Sari Lukman M. Baga Lukytawati Anggaraeni Lukytawati Anggraeni M Firdaus, M Firdaus Machfud Machfud Machfud Machfud Mangara Tambunan Mangara Tambunan Marimin , Marimin Marimin Maulana, Tubagus N.A. Maulida Aulia Rezki Meiharriko Meika Syahbana Rusli Meika Syahbanna Rusli Mela Yunita Michael Albert Baransano Michael Albert Baransano Michael Silaen Miranti Miranti Moch Hadi Santoso Moch. Hadi Santoso Moch. Hadi Santoso Moh. Yani Mohamad Syamsul Ma’arif Mohamad Yani Mohammad Amirul Muzakki Mohammad Iqbal Irfany Mohammad WIJAYA Mokhammad Fadhil Adnanhasan Muadz Abdul Hakim Muhammad Afif Murtadho Muhammad Aja Fajrian Muhammad Farhan Ramadhan Muhammad Romli dan Suprihatin Andes Ismayana Mukhamad Najib Mulyorini Rahayuningsih Musa Musa Nani Yuheti Yuniatin nFN Setyadjit Nia Kurniawati Hidayat, Nia Kurniawati Nida El Husna Novian Zen Nugraha, Herry Nunung Nuryartono Nur Richana Nurvita, Tita Nurwati, Etty Pipih Suptijah Pramulya, Rahmat Pratama, Alfin Yoga Pratiwi, Hanum Amalia Budhi Purnawan Purnawan Purnawan Purnawan Purwanto, Sugeng Putri, Pebrika Yudha Raden Dikky Indrawan Raden Roro Anita Nur Rimadhani Rafif, Kevin Rahman, Adytia Rahmat Budiman Rahmat Mulyana Rahmi Jamza Ramadhoni Tiar Saputra Resky Rumbiak Retnaningsih Rico Rizal Budidarmo Rifki Ismal Rina Oktaviani Risya Maulida Septiana Rita Nurmalina Rizal Ahmad Fauzi Rizal Syarief Rizal Syarief Rosniyati Suwarda Roy H.M. Sembel, Roy H.M. 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Hadi Sapta Raharja Sapto Jumono Saraswati, Henny Satyawan Sunito Sembel, Roy Serarifi Elagin Harahap Setia Hadi Setiadi Djohar Setyo Wibowo Sidik Herman, Sidik Sillak Hasiany Simon Pekey Sjafri Mangkuprawira Sofina Mujadiddah Solihin Solihin Sri Hartoyo Sri Mulato Sri Murtiyanti Sri Usmiati Suarsih, Siti Suhendi Sumedi Andoyo Mulyo Sunarti, Titi Chandra Suprehatin Suprehatin Suprihatin Suprihatin Surjono H Sutjahjo Surjono H Sutjahjo, Surjono H Syachbudy, Qiki Qilang Syamsul Hidayat Pasaribu Syzdykov, Abylay Tajuddin Bantacut Tajudin Bantacut Tania June Tanti Novianti Tarumingkeng, Rudy C TATI NURHAYATI Taufik Djatna Tb Nur Ahmad Maulana Teguh Adiprasetyo Temmy Wikaningrum Tia Rahmina Titi Candra Sunarti Tjahjono, Agus Eko Toni Bakhtiar Tony Irawan Tri Marwati Trias Andati Trias Andati Trias Andati Trias Andati Trias Andati Trias Andati Trias Andati Trias Andati Trias Andati Tribella Kembaren Tridoyo Kusumastanto Trisilawaty, Cory Tubagus Nur Ahmad Maulana Tubagus Nur Ahmad Maulana Tubagus Nur Ahmad Maulana Tubagus Nur Ahmad Maulana Tubagus Nur Ahmad Maulana Tun Tedja Irawadi Tuti Tutuarim Ujang Sumarwan Utomo, Audry Arsyila Viga Fakoano Wahid Achsan Wanda Kharisa Ristyanti Wicaksono, Matius Rangga Widyastutik Wulandari, Hestiani Yandra Arkeman Yandra Arkeman Yudi Avalon Idrus Yulia, Ruka Yusman Syaukat Zaenal Abidin Zainal Abidin Zainal Zawir Simon Zainal Zawir Simon, Zainal Zawir Zelin Nurfadia Sidik