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Automatic non-destructive quality inspection system for oil palm fruits

100%

Makky M., Soni P., Salokhe V. M.

International Agrophysics

2014

tom 28

nr 3

In this research a non-destructive, rapid and cost effective examination machine for the estimation of the ripeness fraction, oil content and free fatty acid level in oil palm fresh fruits bunch was developed. The automatic machine-vision based in- spection system provided consistency, rapid estimation and accep- table accuracy results in non-dest ructive manner. Fresh fruits bunch samples from Tenera cultivar (7 to 20 years trees) were taken from Cimulang plantation, Bogor, Indonesia. Two statistical analysis methods were used: a forward stepwise multiple linear regression analysis and a multilayer-perceptron artificial neural network analysis. The best prediction of ripeness and oil content models were obtained using the latter method, while the best free fatty acid prediction model was developed by the first method. The models were then employed in the machine-vision inspection systems of the machine. The system best prediction accuracy of ripeness, oil content and free fatty acid models was 93.5, 96.41, and 89.32%, with standard error of prediction being 0.065, 0.044 and 0.068, respectively. The system was tested through a series of field tests, and successfully examined more than 12 t of fruits bunch per hour, without causing damage.

Implementation of modern materials and foundry techniques in wind power energetics

100%

Turzynski J., Czekaj E.

Teka Komisji Motoryzacji i Energetyki Rolnictwa

2007

tom 07

Analiza Zagrozen i Krytycznych Punktow Kontroli

100%

Abramowicz Z.

Biuletyn Informacyjno-Handlowy. Ośrodek Doradztwa Rolniczego Boguchwała

2002

nr 03

OECD Guidance on objective testing to determine the ripeness of fruit

100%

Semmelmeyer E.

Journal of Fruit and Ornamental Plant Research

2006

tom 14

nr Suppl.2

Commercial quality of agro-food products

70%

Skrzynska A.

Polish Food

2003

nr 2

Ograniczanie wyników

1 Biuletyn Informacyjno-Handlowy. Ośrodek Doradztwa Rolniczego Boguchwała

1 International Agrophysics

1 Journal of Fruit and Ornamental Plant Research

1 Polish Food

1 Teka Komisji Motoryzacji i Energetyki Rolnictwa

1 Abramowicz Z.

1 Czekaj E.

1 Makky M.

1 Salokhe V. M.

1 Semmelmeyer E.

1 Skrzynska A.

1 Soni P.

1 Turzynski J.

1 2014

1 2007

1 2006

1 2003

1 2002

Wyniki wyszukiwania

Automatic non-destructive quality inspection system for oil palm fruits

Implementation of modern materials and foundry techniques in wind power energetics

Analiza Zagrozen i Krytycznych Punktow Kontroli

OECD Guidance on objective testing to determine the ripeness of fruit

Commercial quality of agro-food products