Simulation of precision feeding systems for swine

L. Pham, H. Nguyen-Ba, Hoai Son Nguyen, Huy-Ham Le
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引用次数: 1

Abstract

Precision livestock farming has become an inevitable trend for agricultural industry in the world. In that field, precision feeding is widely acknowledged because of its potential to reduce feed costs, environmental footprint and to improve animal health and welfare. Precision feeding involves modern multidisciplinary technologies such as information technology, mechanics, electronics, automation, etc. Such a system consists of automatic troughs linked to a computer system to exploit data collected from the individual animals (e.g. body weight, feed intake and feeding behaviour), and/or from ambient sensors. Data is processed and analysed based on mathematical models to make predictions, warnings for farmers or to formulate diets that fit requirements of each individual animal at each production period. However, implementing such a system often requires high investment, which may go beyond the capabilities of smallholders and small/medium laboratories. Furthermore, the risk of implementing by design but not conforming to reality is very high. To avoid this problem, we introduce an agent-based modelling approach to simulate precision feeding systems for swine. Two simulation experiments were conducted to provide predictions about the growth of individual pigs and the usefulness of precision feeding systems over classic feeding models.
猪精确饲养系统的仿真
畜禽精细化养殖已成为世界农业发展的必然趋势。在这一领域,精确喂养得到广泛认可,因为它有可能降低饲料成本、减少环境足迹并改善动物健康和福利。精密进料涉及信息技术、机械、电子、自动化等现代多学科技术。这种系统由连接到计算机系统的自动槽组成,以利用从单个动物(例如体重、采食量和摄食行为)和/或从环境传感器收集的数据。根据数学模型对数据进行处理和分析,以做出预测,向农民发出警告,或制定适合每个生产时期每只动物需求的饮食。然而,实施这样一个系统往往需要高投资,这可能超出小农和中小型实验室的能力。此外,按设计实现但不符合实际的风险非常高。为了避免这个问题,我们引入了一种基于主体的建模方法来模拟猪的精确饲养系统。进行了两个模拟实验,以提供对个体猪的生长和精确饲养系统的有效性优于经典饲养模型的预测。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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