A Sound-Based Monitoring and Evaluation System for Small-Scale Dairy Operations

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dc.contributor.authorKızıl, Ünal
dc.contributor.authorAksu, Sefa
dc.contributor.authorKınacı, Ahmet Cumhur
dc.contributor.authorBilgücü, Ertuğrul
dc.contributor.authorSenturklu, Songul
dc.date.accessioned2025-01-27T19:28:41Z
dc.date.available2025-01-27T19:28:41Z
dc.date.issued2022
dc.departmentÇanakkale Onsekiz Mart Üniversitesi
dc.description.abstractContinuous monitoring of livestock operations is vitally important for a sustainable production system. Monitoring systems based on cameras are not sufficient in livestock barns since they require visual inspection and ignore vocal conditions within the barn. These systems are also quite expensive for most small family operations. A prototype device that costed $ 470 developed to remotely monitor the barn based on sound sensors (microphones) data. This device also warns the operator by sending an SMS at sound intensities exceeding the predetermined durations and threshold values. It also makes it possible to listen to the barn by phone if needed. The device and associated web database was tested in this study. The main challenge was the determination of threshold values at which sensors are to generate warning SMS messages. As a method, Z-score of 2.33 which corresponds to area left of the 99% of the normally distributed data curve was determined representing the highest values with a possibility of 1% observation for each sensor. An average value of 97 dB was determined to be a threshold suggestion for future studies. A customizable web-based MySQL database was created to monitor and evaluate the long term data collected via the system.
dc.identifier.doi10.28979/jarnas.1081753
dc.identifier.endpage390
dc.identifier.issn2757-5195
dc.identifier.issue3
dc.identifier.startpage380
dc.identifier.trdizinid1131377
dc.identifier.urihttps://doi.org/10.28979/jarnas.1081753
dc.identifier.urihttps://search.trdizin.gov.tr/tr/yayin/detay/1131377
dc.identifier.urihttps://hdl.handle.net/20.500.12428/15849
dc.identifier.volume8
dc.indekslendigikaynakTR-Dizin
dc.language.isoen
dc.relation.ispartofJournal of advanced research in natural and applied sciences (Online)
dc.relation.publicationcategoryMakale - Ulusal Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_TRD_20250125
dc.subjectGıda Bilimi ve Teknolojisi
dc.subjectVeterinerlik
dc.titleA Sound-Based Monitoring and Evaluation System for Small-Scale Dairy Operations
dc.typeArticle

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