A Literature Review of Modeling Approaches Applied to Data Collected in Automatic Milking Systems.

ABSTRACT: Automatic milking systems (AMS) have played a pioneering role in the advancement of Precision Livestock Farming, revolutionizing the dairy farming industry on a global scale. This review specifically targets papers that focus on the use of modeling approaches within the context of AMS. We conducted a thorough review of 60 articles that specifically address the topics of cows' health, production, and behavior/management Machine Learning (ML) emerged as the most widely used method, being present in 63% of the studies, followed by statistical analysis (14%), fuzzy algorithms (9%), deterministic models (7%), and detection algorithms (7%). A significant majority of the reviewed studies (82%) primarily focused on the detection of cows' health, with a specific emphasis on mastitis, while only 11%

SUBMITTER: Ozella L 

PROVIDER: S-EPMC10294954 | biostudies-literature | 2023 Jun

REPOSITORIES: biostudies-literature