Feed Formulation Adjustment for Target Livestock Emissions
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Solution Overview
Problem
Existing animal production processes face challenges in accurately predicting and mitigating their environmental impacts, including emissions, resource use, and biodiversity effects, which are crucial for regulatory compliance and environmental sustainability.
Innovation Solution
A system and method for determining and adjusting feed formulations based on comprehensive environmental footprint profiles, combining raw material, animal feed, and production processing impacts to achieve target emission values, using a processor and computer-readable instructions to optimize the formulation and reduce environmental impact.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If comprehensive environmental footprint profiling is implemented across all production stages, then environmental impact prediction accuracy is improved, but system complexity increases
Solution Approach 1:
The system segments the environmental footprint assessment into three distinct modules: raw material footprint profiling, animal feed footprint profiling, and production/processing footprint profiling. Each module independently assesses specific stages of the animal production chain, allowing comprehensive environmental evaluation while maintaining manageable system complexity through modular architecture.
2Object-generated harmful factors
If feed formulation is adjusted to achieve target emission values, then environmental emissions are reduced, but formulation complexity increases
Solution Approach 1:
The system implements a feedback mechanism where the calculated overall environmental footprint profile is compared against target emission values. Based on this comparison, the feed formulation is iteratively adjusted to reduce environmental emissions while maintaining nutritional requirements. The system continuously monitors the impact of formulation changes and refines the optimization, achieving emission reduction goals through structured feedback-driven adjustment.
3Object-generated harmful factors
If iterative feed formulation adjustment is performed to minimize environmental footprint, then emission reduction is achieved, but computational time increases
Solution Approach 1:
The system performs preliminary environmental footprint profiling of raw materials and feed components before final formulation optimization. By pre-calculating and storing environmental footprint data for various ingredients and production processes, the system reduces the computational burden during iterative formulation adjustment, enabling faster convergence to optimal low-emission formulations without sacrificing emission reduction effectiveness.
Data Source
AI summary
A system and method for determining an environmental impact from an animal production process includes determining a raw material environmental footprint profile for one or more raw materials to be used in a feed formulation for an animal product, determining an animal feed environmental footprint profile. The animal feed environmental footprint profile is determined based on the feed formulation including the one or more raw materials. The system and method further include determining an animal production and processing environmental footprint profile for producing and processing the animal product, determining an overall environmental footprint profile by combining the raw material environmental footprint profile, the animal feed environmental footprint profile, and the animal production and processing environmental footprint profile, and adjusting the feed formulation based on the overall environmental footprint profile to achieve a target emission value.