DocumentCode
2784309
Title
Rapid monitoring of selected food properties using microwave dielectric spectra
Author
Daschner, Frank ; Knoechel, Reinhard ; Kent, Michael
Author_Institution
Kiel Univ., Germany
fYear
2000
fDate
2000
Firstpage
670
Lastpage
673
Abstract
In this paper, a novel microwave measurement approach is presented, which is capable of determining selected food properties from the dielectric spectrum. Such properties could be the water content, a possible amount of additionally added water, the content of conducting ions or the percentage of other constituents, having a noticeable influence on the effective complex permittivity versus frequency. The approach is based on measured dielectric data across a significant bandwidth of one or two octaves (or more), and on data analysis using the multi-variate statistical method of Principal Component Analysis (PCA) and Principal Component Regression (PCR). The prototype of a dedicated microwave instrument is described and as an experimental example the viability of the new approach is demonstrated by the exact determination of the percentage of deliberately added water in fruit juices
Keywords
condition monitoring; data analysis; food processing industry; microwave measurement; permittivity measurement; principal component analysis; statistical analysis; conducting ions; constituents percentage; data analysis; dedicated microwave instrument prototype; effective complex permittivity; food properties; microwave dielectric spectra; microwave measurement approach; multi-variate statistical method; principal component analysis; principal component regression; rapid monitoring; water content; Bandwidth; Data analysis; Dielectric measurements; Frequency; Microwave measurements; Monitoring; Permittivity measurement; Principal component analysis; Statistical analysis; Water;
fLanguage
English
Publisher
ieee
Conference_Titel
Microwave and Millimeter Wave Technology, 2000, 2nd International Conference on. ICMMT 2000
Conference_Location
Beijing
Print_ISBN
0-7803-5743-4
Type
conf
DOI
10.1109/ICMMT.2000.895776
Filename
895776
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