Aries, Baby (2021) Rancang Bangun Electronic Nose Pendeteksi Campuran Daging Babi pada Daging Sapi Menggunakan Metode Jaringan Syaraf Tiruan Backpropagation Berbasis Arduino. Tugas Akhir thesis, University of Technology Yogyakarta.
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Abstract
ABSTRACT Beef is one of the needs of the community which has increased from year to year, especially on holidays or big day celebrations. The increasing market demand for beef is exploited by irresponsible parties to gain profits by mixing beef with pork which is cheaper. Therefore, an electronic nose device was made that can test fresh meat samples based on aroma in order to detect the mixture of pork in beef. The method used is a backpropagation Artificial Neural Network (ANN) in the MATLAB application which is trained to classify the aroma data of meat samples obtained from gas sensors TGS2602, TGS2620, TGS2610 and TGS2611, so that it can be seen which samples contain pork and which do not. . There were 4 kinds of meat samples tested, namely pure beef and mixed beef with a percentage of pork content of 25%, 50% and 75%. The prototype test was carried out on 15 pure beef samples and 15 mixed beef samples with the results of 100% accuracy, precision, sensitivity and specificity values and 0% error. Keywords: Backpropagation, Pork, Beef, Electronic Nose, Gas Sensor
| Item Type: | Thesis (Skripsi, Tugas Akhir or Kerja Praktek) (Tugas Akhir) |
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| Subjects: | T Technology > TK Electrical engineering. Electronics Nuclear engineering |
| Divisions: | Fakultas Sains Dan Teknologi > S1 Teknik Elektro |
| Depositing User: | Kaprodi Teknik Elektro |
| Date Deposited: | 12 Oct 2021 05:11 |
| Last Modified: | 12 Oct 2021 05:11 |
| URI: | http://eprints.uty.ac.id/id/eprint/8410 |
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