Analisis Kinerja Instrumen Uji Formalin pada Tahu Berbasis Elektronik Nose

  • Sariayu Wulandari Universitas Dian Nuswantoro
Keywords: enose, PCA, FCM, SVM KONSEP, LRMA

Abstract

Enose is an instrument that be able to discriminated odorant. This instrument is designed to detect formalin content in the tofu product. The aim of artificial olfaction machine design is to find the recommended method to detect content formalin with specified instrument. The instrument consisted of electronic module and pattern recognition systems. The electronic module is a typical application system, consisting of Arduino Uno R3 board, with ATMega 328 chip. In the pattern recognition system, is programmed in Matlab language using LRMA (Linear Regression Moving Average) for pre processing, wavelet and PCA (Principle Component Analysis) for feature extraction, and SVM (Support Vector Machines) for analysis method. Result of pattern recognition that value highest level of recognition is show with SVM method with a 100% of accuracy. Whereas, pattern recognition of unlearn data, the obtained accuracy is 98.33%.

References

Frederic, Joseph., “Formaldehyde Chemistry”, German : Reinhold Publishing, p.397, 2008.

Wen Zeng dkk, “Selective Detection of Formaldehyde Gas Using a Cd-Doped TiO2-SnO2 Sensor”, Cinii, Japan, 2007.

Zang dkk, “Detection formaldehyde on the Octopus”, IEEE, 2008, 978-1-4244-4520-2/08.

Hendrick dkk, “Klasifikasi Odor pada Ruang Terbuka dengan Menggunakan Short Time Fourier Transform dan Neural Learning Vector Quantization”, Makalah Tesis jurusan Teknik Elektro Fakultas Teknologi Industri ITS, 2011.

Baiq Laely H dkk, “Penggunaan Perangkat Deret Sensor Gas Dalam Usaha Penentuan Formalin Pada Bahan Makanan”, Makalah Tesis Jurusan Kimia Fakultas MIPA ITS, 2011

Wang, Ed., “Detection Low Concentration Of Formaldehid Methode, With Sno2 Gas Sensor”, in Proc 13 International Symposium, 2008, 973-0-7121-0453-2/08.

Jun Zhang, “Determination Freshwater Fish

Freshness with Gas Sensor Array”, IEEE Std 978-0-7695-3507-4/08,2009.

E Std 978-0-7695-3507-4/08, 2009

How to Cite
Sariayu Wulandari. (1). Analisis Kinerja Instrumen Uji Formalin pada Tahu Berbasis Elektronik Nose. Jurnal Nasional Teknik Elektro Dan Teknologi Informasi, 2(4), 268-273. Retrieved from https://jurnal.ugm.ac.id/v3/JNTETI/article/view/3115
Section
Articles