用于动物福利监测的智能农场计算系统

M. Caria, Jasmin Schudrowitz, A. Jukan, N. Kemper
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引用次数: 46

摘要

在过去的几年里,智能传感和计算已经成为重要的概念,为智能农业的新领域创造了机会。为此目的,已经引进了一些商业智能农业系统,尽管还处于试验阶段,但它们正在为农作物和畜牧业的高科技创新铺平道路。在本文中,我们专注于智能雾(边缘)计算系统的开放和低成本概念,以创建智能农场动物福利监测系统。我们开发了一个开源系统,可以实现边缘设备的联网和计算,还可以在服务器上处理数据——所有这些都是一个连接的系统,我们称之为智能农场计算系统。我们建议使用树莓派作为边缘设备来监控动物和农场环境,我们让边缘设备与当地农场控制器通信。提出的农场计算系统在概念上创建了一个雾计算层,并进一步与云计算系统和移动应用程序连接。我们证明了一个低成本和开放的计算和传感系统可以有效地监测与动物福利相关的多个参数。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Smart farm computing systems for animal welfare monitoring
Smart sensing and computing have become important concepts in the last few years, creating opportunities in the new sector of smart agriculture. A few commercial smart agriculture systems have been introduced to this end, and albeit closed for experimentation, are paving the way for high-tech innovations for crop and livestock agriculture. In this paper, we focus on open and low-cost concepts for smart fog (edge) computing systems to create a smart farm animal welfare monitoring system. We develop an open source system that enables networking and computing of edge devices but also processing of data in a server - all being a connected system that we refer to as smart farm computing system. We propose to use Raspberry Pis as edge devices to monitor the animals and the farm environment, and we let the edge devices communicate with a local farm controller. The proposed farm computing system conceptually creates a fog computing layer and is further connected with cloud computing systems and a mobile application. We demonstrate that a low-cost and open computing and sensing system can effectively monitor multiple parameters related to animal welfare.
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