Dairy Production Analytics
Um gêmeo digital da produção de leite com a capacidade de prever a reprodução do rebanho, os volumes de produção de leite e as doenças dos animais por 1-2 anos ou mais.
Modelo digital
O serviço combina dados de sistemas internos e fontes externas, dados estratégicos, indicadores econômicos, dados de trabalho do pessoal e dados de laboratório.
O serviço DPA não apenas reduz os custos associados à saúde das vacas, aos custos de mão-de-obra e à reprodução, mas também resolve os desafios estratégicos dos negócios: para expandir a produção, abertura de novas unidades.
Fontes de dados
Dados em um único sistema
Uma abordagem integrada permite ver uma imagem holística da integração de tecnologia e negócios da empresa.
Componentes:
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Sensores e software de monitoramento
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Análise de dados
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Visualização
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Análise preditiva
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Análise prescritiva
Monitoramento e análise de parâmetros-chave
- Eficiência de ordenha
- Dieta
- Saúde
- Reprodução
DPA. Vantagens
- Monitoramento on-line da produção de leite
- Monitoramento on-line do rebanho: reprodução, doença, aposentadoria
- Identificação de vacas de baixa produtividade para eliminação
- Identificação de fatores que afetam a produção de leite
- Previsão da produção de leite e de número de cabeças
- Construindo um sistema de motivação pessoal
Casos
Due to the implementation of complex work, it was possible to achieve a significant improvement in production indicators - an increase in milk yield by 6 kg per dairy cow according to the data as of the end of March 2022. Since the project showed a significant economic effect, it was decided to create a digital farm model and methodology.
The owners of Borodulinskoye LLC set the task of increasing the transparency of the farm's operation for a more effective response and management, as well as justifying investments on the part of the company's owners.
During the three months of using DPA, milk production increased by 18% over the previous months. In 2019, in general, milk production increased by an average of 2.05 kg per dairy cow per day, which made it possible to earn about $ 550K.
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