Article Per Year (5 Year)
p-Index From 2020 - 2025
3.601
P-Index
This Author published in this journals
All Journal Jurnal Keteknikan Pertanian JURNAL MANAJEMEN MUTU PENDIDIKAN (JMMP) Pendas : Jurnah Ilmiah Pendidikan Dasar Jurnal Basicedu Musamus Journal of Primary Education PROGRES PENDIDIKAN Jurnal Pendidikan Dasar Perkhasa Pedagogika : Jurnal Pedagogik dan Dinamika Pendidikan Jurnal Pembelajaran dan Pengajaran Pendidikan Dasar (JP3D) Didaktika Arus Jurnal Sosial dan Humaniora caXra: Jurnal Pendidikan Sekolah Dasar Jurnal Basicedu Jurnal Pengabdian Masyarakat Ilmu Pendidikan JS (Jurnal Sekolah) Nanggroe: Journal Of Scholarly Service Jurnal Pengabdian Masyarakat Bangsa Nanggroe: Journal of Scholarly Service Jurnal Pendidikan Progresif
Fadhilah Khairani, Fadhilah
Universitas Lampung
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mathematics Medicine & Pharmacology Neuroscience Nursing Physics Public Health Social Sciences Other

Published : 25 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : Jurnal Keteknikan Pertanian

 1 
Rapid Analysis of ICUMSA Value of Cane Sugar Using Multi-Channel Spectra Sensor Based-Portable Device Khairani, Fadhilah; Khairani, Fadilah; Solahudin, Mohamad; Widodo, Slamet
Jurnal Keteknikan Pertanian Vol. 12 No. 3 (2024): Jurnal Keteknikan Pertanian
Publisher : PERTETA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.19028/jtep.012.3.409-423

Abstract

One of important quality parameters of white crystal cane sugar is its color, which is measured as the ICUMSA value referring to the standard method established by the International Commission for Uniform Methods of Sugar Analysis (ICUMSA). It is usually measured in a laboratory using a complex and lengthy chemical analysis method. To overcome this challenge, this research attempts to explore the potential use of multi-channel spectral sensors in the UV-Vis-NIR region as an alternative method to predict the ICUMSA value. The proposed portable device uses an AS7265X sensor as the main component. The spectra data of 60 cane sugar samples were collected using the proposed device followed by measurements of ICUMSA value in the laboratory using standard methods as reference. The prediction using partial least squares regression (PLSR) model achieved R2 = 0.896, RMSEC = 0.072%, RMSEP = 0.103%, CV = 26.087%, and RPD = 3.104. The multiple linear regression (MLR) model achieved R2 = 0.910, RMSEC = 0.067%, RMSEP = 0.111%, CV = 24.328%, and RPD = 3.328. The artificial neural network (ANN) model achieved R2 = 0.999, RMSEC = 0.004%, RMSEP = 0.037%, CV = 1.433% and RPD = 9.543. This result indicates that the developed PLSR, MLR, and ANN models can predict the ICUMSA value well with ANN as the best model. It also can be concluded that the proposed portable device can be an alternative for rapid analysis of ICUMSA value.
Co-Authors Adinda, Lasmi Junia Alben Ambarita Alif Luthvi Azizah Ananda, Tiara Annisa Yulistia Annisa, Tantri Apriliana, Silfia Marca Atika Arisania, Dinda Destini, Frida Deviyanti Pangestu Dika Ramadhona, Zahra Elsiyana, Efti Fadhillah, Fanny Handoko Hermawan, Jody Setya herpratiwi Ilham Ilahi Ismu Sukamto Izzatika, Amrina Janzen, Amelia Inshiroh Jayawarsa, A.A. Ketut Khairani, Fadilah Laoli, Wilman Joi Saputra Linpas, Nurafni Maman Surahman Masud, M Abdul Mas’ud, M Abdul Mega Diana, Siska Mohamad Solahudin Muhisom Nelly Astuti Ningtias, Ika Wulandari Utami Nursidik, Imay Nurwahidin, Muhammad Oktaria, Oktaria Olivia, Artia Putri Perdana, Dayu Rika Raharjo Putri, Miftahul Zannah Ramadhani, Novia Dwi Ramdhani Rianata, Khusnul Rani, Aida Rama Rapani Rapani Riswandi Riswandi Safinatunnajah, Salma SALSABILA, ANNISA Salsabila, Indika Septiana Siska Mega Diana Siti Nur Halimah Slamet Widodo Sowiyah Sowiyah Supriyadi Supriyadi Syafrudin, Ulwan Tias, Ika Wulandari Utamining Utaminingtias, Ika Wulandari Wicaksono, Lungit Yoga Fernando Rizqi