Development of pistachio sorting system using principal component analysis (PCA) assisted artificial neural network (ANN) of impact acoustics

This paper discusses the design and evaluation of an intelligent sorting system for open and closed-shell pistachio nuts. The system includes a feeder, an acoustical part, an electronic control unit, a pneumatic air-rejection mechanism and ANN classifier. A prototype system was set up to detect clos...

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Veröffentlicht in:	Expert systems with applications 2010-10, Vol.37 (10), p.7205-7212
Hauptverfasser:	Omid, Mahmoud, Mahmoudi, Asghar, Omid, Mohammad H.
Format:	Artikel
Sprache:	eng
Schlagworte:	Acoustic Acoustics Classifiers Learning theory Mathematical models Neural network Neural networks Nuts Pistachio Pistachio nuts Principal component analysis Sorter Sorting
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