Article Per Year (5 Year)
p-Index From 2021 - 2026
15.524
P-Index
This Author published in this journals
All Journal International Journal of Power Electronics and Drive Systems (IJPEDS) Jurnal Edukasi Elektro INOTEKS : Jurnal Inovasi Ilmu Pengetahuan, Teknologi, dan Seni Dinamik ELKHA : Jurnal Teknik Elektro Journal of Fisheries Resources Utilization Management and Technology Prosiding Seminar Nasional Sains Dan Teknologi Fakultas Teknik Sinergi UNEJ e-Proceeding PROtek : Jurnal Ilmiah Teknik Elektro Journal of Electrical Technology UMY JETT (Jurnal Elektro dan Telekomunikasi Terapan) CIRCUIT: Jurnal Ilmiah Pendidikan Teknik Elektro JEEMECS (Journal of Electrical Engineering, Mechatronic and Computer Science) Rang Teknik Journal Jurnal Otomasi Kontrol dan Instrumentasi CYCLOTRON Jurnal ULTIMA Computing Adimas : Jurnal Pengabdian Kepada Masyarakat Jambura Journal of Health Sciences and Research Jurnal Sistem Cerdas Buletin Ilmiah Sarjana Teknik Elektro Jambura Journal of Electrical and Electronics Engineering Jurnal ABDINUS : Jurnal Pengabdian Nusantara MOTIVECTION : Journal of Mechanical, Electrical and Industrial Engineering TIN: TERAPAN INFORMATIKA NUSANTARA Indonesian Journal of Cultural and Community Development Journal of Computer Networks, Architecture and High Performance Computing Jurasik (Jurnal Riset Sistem Informasi dan Teknik Informatika) Community Empowerment Journal of Electrical Engineering and Computer (JEECOM) J-Eltrik JASEE Journal of Application and Science on Electrical Engineering Jurnal SImetri Rekayasa JEEE-U (Journal of Electrical and Electronic Engineering-UMSIDA) Jurnal Abdimas ADPI Sains dan Teknologi Indonesian Journal of Innovation Studies Jurnal Al Ulum: LPPM Universitas Al Washliyah Medan SinarFe7 Prosiding Seminar Nasional Teknik Elektro, Sistem Informasi, dan Teknik Informatika (SNESTIK) Prosiding Seminar Nasional Teknologi Industri Berkelanjutan PELS (Procedia of Engineering and Life Science) Procedia of Social Sciences and Humanities Media Bina Ilmiah JEECS (Journal of Electrical Engineering and Computer Sciences) Riwayat: Educational Journal of History and Humanities Innovative Technologica: Methodical Research Journal Prosiding Seminar Nasional Rekayasa dan Teknologi (TAU SNAR- TEK) Journal of Social Comunity Services Academia Open Jurnal JEETech DIMAS-UNDAR Journal of Renewable Energy, Electronics and Control
Izza Anshory
Department Of Electrical Engineering, Universitas Muhammadiyah Sidoarjo
Aerospace Engineering Agriculture, Biological Sciences & Forestry Arts Humanities Astronomy Automotive Engineering Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Dentistry Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mathematics Mechanical Engineering Medicine & Pharmacology Neuroscience Nursing Physics Public Health Social Sciences Veterinary Other

Published : 128 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 2 Documents
Search
Journal : jurnal ultima computing

 1 
Development of Cavendish Banana Maturity Detection and Sorting System Using Open Source Computer Vision and Loadcell Sensor Rochman, Achmad Fatchur; Sulistiyowati, Indah; Jamaaluddin, Jamaaluddin; Anshory, Izza
Ultima Computing : Jurnal Sistem Komputer Vol 16 No 2 (2024): Ultima Computing : Jurnal Sistem Komputer
Publisher : Faculty of Engineering and Informatics, Universitas Multimedia Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31937/sk.v16i2.3869

Abstract

This research aims to develop a system of detecting the maturity and sorting of cavendish bananas using Open Source Computer Vision (OpenCV) and also assisted by a loadcell sensor. The problem experienced at this time is that fruit sorting is still manual which is less efficient and inaccurate in distinguishing banana maturity based on the color of the skin. This is because the human eye is sensitive to changes in lighting and fatigue. This designed system will use webcam for image processing and loadcell for fruit weight measurement, controlled by Arduino Uno microcontroller. While the algorithm used to determine the color of the ripeness of the banana fruit itself is HSV. The test results show an average weight error of 0.08% for ripe bananas, 0.71& for unripe bananas, while the color detection produces an accuracy of 47.34% on average in bright lighting conditions. In conclusion, this system is successful in improving sorting efficiency with adequate accuracy results, but further development is needed so that the accuracy level increases.
Development of Cavendish Banana Maturity Detection and Sorting System Using Open Source Computer Vision and Loadcell Sensor Rochman, Achmad Fatchur; Sulistiyowati, Indah; Jamaaluddin, Jamaaluddin; Anshory, Izza
ULTIMA Computing Vol 16 No 2 (2024): Ultima Computing : Jurnal Sistem Komputer
Publisher : Faculty of Engineering and Informatics, Universitas Multimedia Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31937/sk.v16i2.3869

Abstract

This research aims to develop a system of detecting the maturity and sorting of cavendish bananas using Open Source Computer Vision (OpenCV) and also assisted by a loadcell sensor. The problem experienced at this time is that fruit sorting is still manual which is less efficient and inaccurate in distinguishing banana maturity based on the color of the skin. This is because the human eye is sensitive to changes in lighting and fatigue. This designed system will use webcam for image processing and loadcell for fruit weight measurement, controlled by Arduino Uno microcontroller. While the algorithm used to determine the color of the ripeness of the banana fruit itself is HSV. The test results show an average weight error of 0.08% for ripe bananas, 0.71& for unripe bananas, while the color detection produces an accuracy of 47.34% on average in bright lighting conditions. In conclusion, this system is successful in improving sorting efficiency with adequate accuracy results, but further development is needed so that the accuracy level increases.
Co-Authors A'rasy Fahruddin A. Ahfas Abdul Halim Abdullah Mubarak 'Aafi Abror, M. Achmad Fatchur Rochman, Achmad Fatchur Achmad Ifan Permana Ade Efiyan Adi Prasetyo Adi Prasetyo Adi Prasetyo Agus Hayatal Falah Ahmad Ahfas Ahmad Fudholi Ahmad Zidan Alfaiz Akhmad Ahfas Akhmad Ramadhani Al Amien, Mochammad Sandi Ali Imron Aliffudin, Muchammad Amar Rasuli Andrew Joewono Arga Rachmanda Putra Arief Rachman Yunanto Arief Wicaksono, Arief Arief Wisaksono Ariel Fadilah, Mokhamad Aristi Dian Purnama Fitri Askhaarina Aulia Tsaalits Askharina Aulia Tsaalits Atho Akmal Al Fais Aufi, Nizarruddien Al Ayu, Shazana Dyah Azmi , Muhammad Zum’an Bayu Sukma Sejati Bima Setya Kusumaraga Bimo Agressianto Budi, Mohamad Istiyo Cecep Kusmana Charizuddin, Muhammad Charizuddin, Muhammad DA, Shazana Daeng Dwi Prasojo Darmansyah DARMANSYAH . Desyandri Desyandri Dewa Brata, Dymas Anom Donny Wiraputra Drajad Kuncoro Aji Drajad Kuncoro Aji Dwi Hadidja Dwi Hadidjaja Rasjid Saputra Dwi Irawan Dwi Iswahyudi, Dwi Efendi, Muhammad Taufik Nur Eko Agus Suprayitno Emy Rosnawati Fachrudin, A’rasy Fakhrudin, A’rasy Fakhrudin, A’rasy Febrian, Dharma Ekita Putra Firmansyah, Fikri Alam Galang Galih R, Sayid Hafidz Maulana Ichsan Hariska Ade Pratama Hariswanda, Yuswono Herry Boesono Hindarto Husen, Mohamad Sadam Ilham Amrullah Ilham Ramadhana Chofananda Imam Fahmi Udin Ma'ruf Imam Robandi Indah Sulistiyowati Indah Sulistyowati Indah Sulistyowati Indah Sulistyowati Indah Sulistyowati, Indah Irsyad Nafi Afriadi Isma Putra oy Iswahyudi, Dwi Jamaaludddin, Jamaaluddin Jamaaluddin Jamaaludin Jamaluddin Jamaluddin KHOIRI Khoiri Laksono Hadi, Moch. Faizal Lukman , Lukman Lukman Hudi M, M. Syahrul Mahardika, Joar Yahdi Mardiyono Mardiyono Marzuki, Taufik Mas’ud, Ibnu Maulana Ichsan, Hafidz Moch Imron Mochammad Fatkul Ihza Mochammad Sandi Al Amien Mohamad Almas Prakasa Mohammad Akmaludin Mohammad Idris Andriansyah Mohammad Saickoni Mokhamad Ariel Fadilah Muh Arul Romadhon Muhamad Hafiz Servo Fadillansyah Muhamad Husaini Muhammad Alamsyah Muhammad Drajad Kuncoro Aji Muhammad Masduki Zakaria Muhammad Ruswandi Djalal Muhammad Syaiful Azis Muhammad Ulum Mulyadi Mulyadi Nanang Prasetiyo Nur Muhammad Abdillah Pasca Yoghaswara Pasca Yoghaswara Pradana, Fendy Steyo Prantasi Harmi Tjahjanti Prasetiyo Budi Megantoro Pratama, Yoga Tri Pratama, Yunardhika Wahyu Prayoga, Dimas Dwi prayogo, rio Putra, Arga Rachmanda Putra, Mochamad Wildan Karyono Putra, Wijaya Al Hadad Sudjono R.S, Dwi Hadidjaja Ramadhan, Hanif Rasjid Saputra, Dwi Hadidjaja Ribangun Bamban Jakaria Riky Hendra Lesmana Rio Prayogo Rohman, Rizky Habibur Romadhoni, Sahrul Rony Setiawan Rosyidah, Izzah Sahrul Romadhoni saputro, galib asbie Satria Sugiarta, Meyga Septi Budi Sartika Septiyan, Moch. Dani Shazana DA Shazana Dhina Ayuni Shazana Dhiya Ayuni Shobah, Moh. Nurus Sholihuddin Ayyubi Syahrorini, Syamsudduha Syamsi Dhuha, Ahmad Naajih Taufik Marzuki Tsalits, Askhaarina Aulia Vita Lystianingrum Wicaksono, Arief Tri Wijaya Al Hadad Sudjono Putra Yoghaswara, Pasca Yudistira Andi Pradana Yunardhika Wahyu Pratama Zaputra, Gaggah Zuhri , Muhamad Saifudin Zulfikar Rifky Mumtaz