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Fuzzy systems bacteriology

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https://www.readbyqxmd.com/read/27420069/improved-fuzzy-logic-system-to-evaluate-milk-electrical-conductivity-signals-from-on-line-sensors-to-monitor-dairy-goat-mastitis
#1
Mauro Zaninelli, Francesco Maria Tangorra, Annamaria Costa, Luciana Rossi, Vittorio Dell'Orto, Giovanni Savoini
The aim of this study was to develop and test a new fuzzy logic model for monitoring the udder health status (HS) of goats. The model evaluated, as input variables, the milk electrical conductivity (EC) signal, acquired on-line for each gland by a dedicated sensor, the bandwidth length and the frequency and amplitude of the first main peak of the Fourier frequency spectrum of the recorded milk EC signal. Two foremilk gland samples were collected from eight Saanen goats for six months at morning milking (lactation stages (LS): 0-60 Days In Milking (DIM); 61-120 DIM; 121-180 DIM), for a total of 5592 samples...
2016: Sensors
https://www.readbyqxmd.com/read/19038931/automatic-detection-of-clinical-mastitis-is-improved-by-in-line-monitoring-of-somatic-cell-count
#2
C Kamphuis, R Sherlock, J Jago, G Mein, H Hogeveen
This study explored the potential value of in-line composite somatic cell count (ISCC) sensing as a sole criterion or in combination with quarter-based electrical conductivity (EC) of milk, for automatic detection of clinical mastitis (CM) during automatic milking. Data generated from a New Zealand research herd of about 200 cows milked by 2 automatic milking systems during the 2006-2007 milking season included EC, ISCC, monthly laboratory-determined SCC, and observed cases of CM that were treated with antibiotics...
December 2008: Journal of Dairy Science
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