Energy-based animal nutrition modeling and formulation systems

A non-transitory computer-readable storage medium comprising instructions that, when executed, configure hardware processing circuitry of a computing system to perform operations comprising:

• obtaining data that provides characteristics of an animal population located at a site;
• identifying a target growth schedule for the animal population;
• using a data processing model to predict nutrition requirements for tissue growth in the animal population, using the target growth schedule and the characteristics of the animal population, the data processing model configured to predict the nutrition requirements based on projected nitrogenous energy requirements for the tissue growth in the animal population;
• identifying a feed formulation, the feed formulation producible from a combination of animal feed ingredients to satisfy the nutrition requirements for tissue growth in the animal population;
• and
• generating a data output for use of the feed formulation with the animal population, the data output indicating the identified feed formulation producible from the combination of animal feed ingredients.

A computing system, comprising:

• memory storing:
• data comprising characteristics of an animal population located at a site;
• data comprising a target growth schedule for the animal population;
• and
• data comprising a data processing model, configured to predict nutritional requirements for tissue growth in the animal population;
• and
• processing circuitry configured to determine an animal feed composition by performing operations comprising:
• obtaining data that provides characteristics of an animal population located at a site;
• identifying a target growth schedule for the animal population;
• using a data processing model to predict nutrition requirements for tissue growth in the animal population, using the target growth schedule and the characteristics of the animal population, the data processing model configured to predict the nutrition requirements based on projected nitrogenous energy requirements for the tissue growth in the animal population;
• identifying a feed formulation, the feed formulation producible from a combination of animal feed ingredients to satisfy the nutrition requirements for tissue growth in the animal population;
• and
• generating a data output for use of the feed formulation with the animal population, the data output indicating the identified feed formulation producible from the combination of animal feed ingredients.