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All Journal Jurnal Ilmu Pertanian Indonesia Jurnal Teknologi Dan Industri Pangan Teknotan: Jurnal Industri Teknologi Pertanian Jurnal Keteknikan Pertanian Jurnal Penelitian Tanaman Industri Jurnal Tanaman Industri dan Penyegar Pelita Perkebunan agriTECH Indonesian Journal of Biotechnology Widyariset Agrokreatif Jurnal Ilmiah Pengabdian kepada Masyarakat Warta IHP (Warta Industri Hasil Pertanian) Jurnal Teknik Pertanian Lampung (Journal of Agricultural Engineering) Jurnal Penelitian Tanaman Industri (Littri) Widyariset Jurnal Pusat Inovasi Masyarakat
I Wayan Budiastra
Departemen Teknik Mesin Dan Biosistem, Fakultas Teknologi Pertanian, Institut Pertanian Bogor, Kampus IPB Dramaga, Bogor 16680
Aerospace Engineering Agriculture, Biological Sciences & Forestry 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 Earth & Planetary Sciences Electrical & Electronics Engineering Energy Engineering Immunology & microbiology Industrial & Manufacturing Engineering Library & Information Science Materials Science & Nanotechnology Mechanical Engineering Neuroscience Physics Social Sciences Other

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Journal : Widyariset

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EFEKTIVITAS METODE NONDESTRUKTIF NIR-JARINGAN SARAF TIRUAN DALAM MENENTUKAN KOMPOSISI KIMIA JAGUNG Harmi Andrianyta; I Wayan Budiastra
Widyariset Vol 13, No 2 (2010): Widyariset
Publisher : Pusbindiklat - LIPI

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (490.726 KB) | DOI: 10.14203/widyariset.13.2.2010.15-21

Abstract

High maize production should be followed by good handling and preservation up to consumer. Near Infrared Reflectance (NIR) was nondestructive testing method, as well as high accuracy, free from pollution, and rapid method, therefore suggested as a testing method. The objective of this study was asses of NIR technology efectivity in determining four major compositions of maize. Fifty samples of maize (intact seeds) were scanned from 900-2000 nm NIR wavelength, interval 5 nm. Calibration model for NIR measurement using Artificial Neural Network (ANN) technique three layers. As input layer ANN are 5, 10, and 15 nodes principal component (PC), hidden layer 4,6, 8, 10, and 12 nodes and output layer are single chemical composition and simultaneously. Prediction of an external validation set showed low the SEP (standard error of prediction) and CV (coeficient of variability). As result, NIR technology is able to predict maize chemical composition accurately SEP ranged from 0.004-0.496, CVranged from 0.047–0.518. ANN with 5 nodes input layer and single output layer were very strong recommended to generate NIR calibration model.
Co-Authors . Saputera . Sutrisno A. Trisnobudi Adiarifia, Nissa Agus A Munawar Ahmuhardi Abdul Azis Akbar, Arief Al Alla Asmara Amin Rejo Amoranto Trisnobudi Angga Firmansyah Anggie Yulia Sari Arfandi Hermawan Aris Purwanto Aryanis Mutia Zahra Bambang Haryanto Bambang Haryanto Bambang Haryanto Bambang Haryanto BAMBANG S. PURWOKO Bambang S. Purwoko Deva Primadia Dheni Mita Mala Diego Mauricio Cano-Reinoso Distriani, Putri Ayu Ira Dwi Dian Novita Dyah Wulandani Ei Mon Kyaw Elisa Eka Ari Purwanti Ningsih Elizabeth Sonya Lumbantoruan Emmy Darmawati Farida Kurniasari Fila Rodotul Jannah Fiona Hanberia Innayah Firmansyah, Angga Hadi K. Purwadaria Hadi K. Purwadaria Hadi K. Purwadaria Hafiz Fajrin Aditama handayani, yossi Haris Mawardi Harmi Andrianyta Hermawan, Arfandi Herna Permata Sari I Dewa Made Subrata Indah Kurniasari Irmansyah . Jajang Juansah Jajang Juansah Jati Sumarto Putro Jonni Firdaus, Jonni KUDANG B. SEMINAR Kurniasari, Farida La Rianda LADY C. E. CH. LENGKEY Lady Lengkey Lalu Hendri Setiawan Mar'atus Sholihah mardiantono Mardiantono Mawardi, Haris Mohamad Solahudin Nelwan, Leopold Oscar Ningsih, Elisa Eka Ari Purwanti Noneng Fahri Nur Arifiya Okasyari, Chorida Omil Charmyn Chatib Permatasari, Ressy Angli Ressy Angli Permatasari Rini Rosita Rizal Syarief Rizky Wiradinata Rizky Wiradinata Rokhani Hasbullah Ruri Wijayanti Samsudin Samsudin SEDARNAWATI YASNI Semin Semin Shinichiro Kuroki Siti Djamila Slamet Susanto Slamet Widodo Slamet Widodo Slamet Widodo Sobir Sobir Sri Agustina Sri Citra Yuliana Madi Sugiyono . Sugiyono . Sukrisno Widyotomo Suroso . Suroso . Suroso Suroso Sut risno Sutrisno SUTRISNO Sutrisno - Sutrisno . Sutrisno Mardjan Sutrisno Sutrisno Sutrisno Sutrisno Sutrisno Sutrisno Sutrisno, Sutrisno Syahrullah, Andi Ulfa Hardianty Syamsiar, Syamsiar Tarisa Fadillah Titis Priyowidodo Trisma Rezeki Zairisman Usman Ahmad Verra Mellyana Vita N. Lawalata Wendianing Putri Luketsi Wiranda G. Piliang Y. Aris Purwanto Yohanes Aris Purwanto Yul Y Nazaruddin Yunisa Tri Suci