AIMC Topic: Manure

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Optimizing swine manure composting parameters with integrated CatBoost and XGBoost models: nitrogen loss mitigation and mechanism.

Journal of environmental management Jul 1, 2025
In this study, machine learning was used to optimize the aerobic composting process of swine manure to enhance nitrogen retention and compost maturity in order to meet the demand for high-quality organic fertilizers in sustainable agriculture. In thi...
Machine Learning Soil Animals Swine Agriculture Nitrogen Manure Fertilizers Boosting Machine Learning Algorithms Composting
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Path planning optimization for swine manure-cleaning robots through enhanced slime mold algorithm with cellular automata.

Animal science journal = Nihon chikusan Gakkaiho Jan 1, 2024
One of the primary challenges for robotic manure cleaners in pig farming is to plan the shortest path to designated cleaning points under specified conditions with minimal processing cost and time, while avoiding collisions. However, pigs are randoml...
Algorithms Animals Swine Animal Husbandry Time Factors Robotics Manure
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Moisture content prediction in poultry litter using artificial intelligence techniques and Monte Carlo simulation to determine the economic yield from energy use.

Journal of environmental management Nov 1, 2017
The objective of this study is to determine the economic return of poultry litter combustion in boilers to produce bioenergy (thermal and electrical), as this biomass has a high-energy potential due to its component elements, using fuzzy logic to pre...
Artificial Intelligence Animals Poultry Chickens Fuzzy Logic Biofuels Manure Monte Carlo Method Environment
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