Fully automated monitoring tool to detect feed uptake of multiple broiler chickens by sound analysis

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dc.authoridAydın, Arda / 0000-0001-9670-5061
dc.contributor.authorAydın, Arda
dc.contributor.authorViazzi, S.
dc.contributor.authorBahr, C.
dc.contributor.authorBerckmans, D.
dc.date.accessioned2025-01-27T18:53:02Z
dc.date.available2025-01-27T18:53:02Z
dc.date.issued2015
dc.departmentÇanakkale Onsekiz Mart Üniversitesi
dc.descriptionDairy Life; DeLaval; et al.; Fancom; Fileni; GEA
dc.description7th European Conference on Precision Livestock Farming, ECPLF 2015 -- 15 September 2015 through 18 September 2015 -- Milan -- 116687
dc.description.abstractThis paper extends existing research on feed intake of broiler chickens and describes an advanced monitoring system to accurately measure the feed intake of broiler chickens at group level using a real-time sound processing technology. By contrast to previous work which monitored the sounds made by a single chick, the pecking sounds of 10 male, 39-day old broiler chickens were recorded in this study. At the same time, the appearance of the chickens around the feeding pan was recorded by a 3D camera that was positioned in top view above the feeding pen. Simultaneously, a weighing system was used to automatically record feed uptake of broilers as a reference method. The feed uptake of broiler chickens was calculated by analysing the pecking sounds. The relationship between feed uptake obtained by the sound algorithm and feed uptake recorded by the weighing scale was investigated. The Pearson Product Moment Correlation test (PPMCC) was performed to define the correlation between these two variables and resulted in R2 = 0.997. In addition to this high correlation, 86% of the feed intake was correctly classified using sound analysis.
dc.identifier.endpage173
dc.identifier.isbn9788890975325
dc.identifier.scopus2-s2.0-84949558441
dc.identifier.scopusqualityN/A
dc.identifier.startpage163
dc.identifier.urihttps://hdl.handle.net/20.500.12428/12552
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherEuropean Conference on Precision Livestock Farming
dc.relation.ispartofPrecision Livestock Farming 2015 - Papers Presented at the 7th European Conference on Precision Livestock Farming, ECPLF 2015
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_Scopus_20250125
dc.subjectBroiler; Feed intake; Pecking detection; Sound analysis
dc.titleFully automated monitoring tool to detect feed uptake of multiple broiler chickens by sound analysis
dc.typeConference Object

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