DocumentCode
2518671
Title
Development of instrument detecting nonmetal foreign body in food material
Author
Miyakawa, Tatsuo ; Honjo, Ken
Author_Institution
Fac. of Eng., Shizuoka Univ., Japan
fYear
1993
fDate
18-20 May 1993
Firstpage
519
Lastpage
533
Abstract
The authors propose a method for detecting nonmetal foreign bodies mixed in minced fish. The phase of the reflected waves from minced fish containing and not containing a few kinds of nonmetal foreign bodies were measured by setting the minced fish between two electrodes with high frequency voltages. The results showed that the optimal frequency of the voltage supplied to the electrodes was 10 MHz and the phase detector needs a precision of 0.1 deg. A high-speed phase degree measuring instrument was developed using an adaptive sampling method and DSP. The instrument made it possible to measure the phase every 5 ms with a precision of 0.1 deg. However, the judgment of the foreign bodies was difficult, because the phases value of the minced fish changes in the floating experimental condition. The problem was solved by using a neural network with a backpropagation learning method. The computer simulation results showed that a glass bead, a styrene foam and paper could be detected
Keywords
backpropagation; computerised instrumentation; electric sensing devices; food processing industry; neural nets; phase measurement; signal processing equipment; signal sampling; 10 MHz; 5 ms; DSP; adaptive sampling; backpropagation learning; computer simulation; food material; glass bead; high frequency voltages; high-speed phase degree measuring instrument; minced fish; neural network; nonmetal foreign body; optimal frequency; paper; phase detector; reflected waves; styrene foam; Digital signal processing; Electrodes; Frequency measurement; Instruments; Marine animals; Phase detection; Phase frequency detector; Phase measurement; Sampling methods; Voltage;
fLanguage
English
Publisher
ieee
Conference_Titel
Instrumentation and Measurement Technology Conference, 1993. IMTC/93. Conference Record., IEEE
Conference_Location
Irvine, CA
Print_ISBN
0-7803-1229-5
Type
conf
DOI
10.1109/IMTC.1993.382587
Filename
382587
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