Dairy Production Analytics
Digitaler Zwilling des Milchviehbetriebes mit der Fähigkeit, die Reproduktion in der Herde, die Milchproduktion und Tierkrankheiten für 1-2 Jahre oder länger vorherzusagen.
Digitales Modell
Der Service kombiniert Daten aus internen Systemen und externen Quellen, strategische Daten, wirtschaftliche Kennwerte, Daten zur Personalarbeit, Labordaten.
Der DPA-Service ermöglicht nicht nur die Senkung der mit der Erhaltung der Kuhgesundheit, der Arbeitskosten und der Reproduktion verbundenen Kosten, sondern auch die Lösung strategischer Geschäftsaufgaben: Ausweitung der Produktion, Eröffnung neuer Abteilungen.
Datenquellen
Daten in einem einheitlichen System
Die komplexe Herangehensweise erlaubt es, ein vollständiges Bild der Integration der Technologien und der Geschäftsprozesse zu sehen.
Bestandteile:
- Sensoren und Überwachungssoftware
- Datenanalyse
- Visualisierung
- Prädiktive Analytik
- Präskriptive Analytik
Überwachung und Analyse von Schlüsselparametern
- Melkeffektivität
- Nahrungsration
- Gesundheit
- Zuchtleistung
DPA. Vorteile
- Online-Überwachung der Milchproduktion
- Online-Herdüberwachung: Zuchtleistung, Krankheiten, Abgang
- Identifizierung von leistungsschwachen Kühen für die Ausmerze
- Identifizierung von Faktoren, die die Milchproduktion beeinflussen
- Prognose der Milchproduktion und des Bestands
- Aufbau des Systems der Mitarbeitermotivation
Cases
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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Verwandte Materialien
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Animal culling on a farm from an economic point of view - S4A
We have already raised the topic of culling in this article and promised to share the results of the development and use of automated culling reports. The essence of culling is the need for a systematic replacement of animals in the herd to ensure a high, and, most importantly, stable level of milk production in the whole farm. -
Mastitis on a farm, why is it scary for an investor - S4A
The high intensification of dairy production at modern complexes simultaneously leads to a high load on animals, reducing their resistance to various diseases. One of the main types of diseases that directly affect the productivity of the animal is mastitis. -
ALAN-IT takes part in the international exhibition Agros 2022 for the second time - S4A
Earlier in May 2021, the company participated in the exhibition with a stand and a speech by Alexander Sergeevich Elin, CEO, where it demonstrated Dairy Production Analytics analytical service. -
Farm microclimate - Smart4Agro
Modern commercial dairy production requires a special approach to the microclimate on the farm. High quality milk and animal health depend on the conditions of their keeping. -
Keeping animals in the dry (transit) period - Smart4Agro
The dry period is perhaps the main period in the life of a cow, thanks to which future productivity, successful calving, and the health of the cow and calf are formed. -
Culling animals in the herd - Smart4Agro
Culling of animals can be divided into three main stages - culling of young stock, culling of heifers and culling of the main herd. Read more about the criteria in our new article. -
DPA implementation stages - Smart4Agro
As you already know, the Dairy Production Analytics service uses data from various automation systems already in the dairy farm. -
First results of pilot projects - Smart4Agro
Over the past month and a half, we have done 3 pilot implementations of the "Free implementation of the Dairy Production Analytics service for 3 months" campaign. We are ready to share preliminary results. -
Remote farm management - the new standard for dairy production - Smart4Agro
2020 was a turning point for agricultural workers. There are much fewer opportunities for doing business at the same level. -
7 dairy farm mistakes that DPA will fix - Smart4Agro
Quite often, situations arise on a dairy farm that lead to a decrease in milk yield, which means a decrease in profits and profitability of the farm. Today we will tell you how the DPA service allows you to fix such errors. -
7 rules for keeping cows in winter - Smart4Agro
One of the challenges of managing a dairy farm in European and former CIS countries is winter. The manager must take into account the some features of keeping animals and caring for them in winter. -
Which farms will benefit from digital analytics - Smart4Agro
In different countries, the approach to farming differs. Regardless of their location, farm owners are looking for ways to improve the efficiency of their dairy production. -
Why does the farm need a Digital Twin? - Smart4Agro
Modern problems require modern solutions. There is already a shortage of agricultural products. How digital technologies are helping agriculture improve efficiency and tackle food scarcity? -
Milk yield versus milking intervals - Smart4Agro
It is important for a farm owner not only to track how many times a cow is milked during the day and how long it takes between milking, but also how to optimize these parameters to maximize milk yield. -
How to prevent lameness in cows - Smart4Agro
The discomfort that cows experience with hoof disease affects more than just milk yield. What to do if with regular prevention of lameness, the level of sick cows remains above the acceptable level. -
Reasonable culling of cows - Smart4Agro
To maintain the required level of profitability of dairy production, farmers regularly cull cows for age, disease and loss of reproductive function. However, there are still animals that bring losses to the owner of the farm. -
Dependence of the diet of dairy cows on weather conditions - Smart4Agro
For a cow to produce the most milk, several conditions must be combined: temperature, humidity, nutrition, water consumption, activity level. -
How to reduce greenhouse gas emissions on farm - Smart4Agro
Despite the benefits for humans, dairy farming is one of the most significant sources of greenhouse gases that contribute to global warming. -
Farm abuse - Smart4Agro
We communicate with a large number of farmers and have identified the most common cases of cheating in the field of veterinary medicine. In this article, you will learn about 5 options that can be misled by the owner of the farm. -
Remote monitoring of a dairy farm - Smart4Agro
The year 2020 made its own adjustments to the work of enterprises in all industries, the sphere of dairy production was especially hard hit. Farmers needed to produce more milk, but they did not know how to do it. -
Why does a farmer need analytics? - Smart4Agro
For the farmer, the result of work is the amount of milk produced, its shipment under contracts, farm costs and profits. But the quantity of milk and its quality depend on small actions of the local staff. -
How to eliminate staff errors on the farm - Smart4Agro
We communicate with many representatives of agribusiness and often come across the opinion of farmers, especially Russian ones, that despite the technologies introduced, employees continue to work incorrectly. -
Determining the impact of employees on farm performance - Smart4Agro
We have previously indicated that farm employees are a determining factor in success. Therefore, the result of their activities should be understandable and measurable. We are talking not only about the quality of milk, its volume and increase in livestock, but also the specific results of the work of each employee. -
The success of the farm depends on the staff - Smart4Agro
Over the past month, we talked to a large number of consultants, experts and professionals in the dairy industry and came across an opinion that we fully share. -
Continued research into the effect of THI on milk yield - Smart4Agro
Let's continue our research on the effect of THI on milk yield. We settled on the fact that at normal THI values (below 69), our client's milk yield per dairy cow should have reached the level of 25-26 kg. -
What is THI and how does it affect milk production - Smart4Agro
The Temperature Humidity Index (THI) is an indicator that takes into account the combined effects of ambient temperature and relative humidity and is a useful and simple way to assess the risk of heat stress. -
Digital Twins in agribusiness during the pandemic era - Smart4Agro
In this article we will try to reveal the idea and essence of digital counterparts in dairy production, their benefits, especially in a pandemic. -
Digital transformation is an essential strategy for agribusiness – Smart4Agro
Digital transformation is not the installation of modern equipment or software, it is, first of all, fundamental changes in approaches to management, corporate culture, external communications. -
DPA - An Intelligent Digital Transformation Service for Livestock - Smart4Agro
DPA service allows you to reduce costs associated with maintaining the health of cows, labor costs and reproduction, to solve the strategic tasks of the business: to expand production, opening new units.