DocumentCode :
2014591
Title :
Non-destructive acoustic based moisture measurement system for cashew nuts
Author :
Agrawal, Abhishek ; Nagaraj, Kiran ; Karthik, Ragunathan
Author_Institution :
Corp. Res. & Technol., Siemens Inf. Syst. Ltd., Bangalore, India
fYear :
2011
fDate :
5-9 Sept. 2011
Firstpage :
1
Lastpage :
5
Abstract :
A novel acoustic based moisture meter has been designed with the specific purpose of measuring moisture in raw cashew nuts. The meter employs pattern matching techniques to determine the moisture content. The meter applies non-invasive, non-destructive methods and the techniques are easily scalable to perform online measurements suitable in an industrial set up. For test trials, a set 15-20 cashew nuts of varying size and weight were considered for our system training and testing. The feature vectors for our training algorithm were based on the acoustic signature of shell to shell impact of cashew nuts. Algorithmic implementation and the electronic and mechanical aspects of the system prototype are discussed. By this method, we were able to distinguish between the dry and wet cashew nuts with high correlation accuracy.
Keywords :
acoustic signal processing; food processing industry; measurement systems; moisture measurement; nondestructive testing; pattern matching; production engineering computing; acoustic based moisture meter; acoustic signature; dry cashew nuts; electronic aspects; feature vector; mechanical aspects; moisture content determination; moisture measurement system; nondestructive acoustic; nondestructive method; noninvasive method; online measurement; pattern matching; raw cashew nuts; shell to shell impact; training algorithm; wet cashew nuts; Acoustics; Feature extraction; Hidden Markov models; Kernel; Moisture; Moisture measurement; Training;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Emerging Technologies & Factory Automation (ETFA), 2011 IEEE 16th Conference on
Conference_Location :
Toulouse
ISSN :
1946-0740
Print_ISBN :
978-1-4577-0017-0
Electronic_ISBN :
1946-0740
Type :
conf
DOI :
10.1109/ETFA.2011.6059053
Filename :
6059053
Link To Document :
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