• 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