环境监测设备电源管理与控制系统

Marcel Balle;Wenxiu Xu;Kevin FA Darras;Thomas Cherico Wanger
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引用次数: 0

摘要

物联网和人工智能技术的最新进展已将智能农业中的自动化监控转向低功耗传感器和强大处理单元上的嵌入式视觉。基于视觉的监测设备需要一个有效的电源管理和控制系统,具有系统适应的电源输入和输出能力,以实现节能和自我持续运行。在这里,我们提出了一种通用的电源管理解决方案,用于农业系统中的自动监控设备,与常用的现成边缘处理单元(epu)兼容。提出的设计特别适用于电池供电的EPU系统,通过将功率匹配的能量收集,具有低功耗休眠模式的电源开关以及简单的系统集成在具有自动化操作的无微控制器架构中。我们通过为期4个月的案例研究,监测了农业土壤中塑料污染对4毫克微塑料暴露下植物生长的影响,表明该装置实现了连续和可持续的运行。在这个农业应用中,我们的电源管理模块部署在一个内置了5w太阳能电池板和五个各种环境传感器的嵌入式视觉摄像头中,有效地监测环境胁迫和植物生长状态。本文重点介绍了电源管理板在精准农业嵌入式农业监控设备中的应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Power Management and Control System for Environmental Monitoring Devices
Recent advances in Internet of Things and artificial intelligence technologies have shifted automated monitoring in smart agriculture toward low power sensors and embedded vision on powerful processing units. Vision-based monitoring devices need an effective power management and control system with system-adapted power input and output capabilities to achieve power-efficient and self-sustainable operation. Here, we present a universal power management solution for automated monitoring devices in agricultural systems, compatible with commonly used off-the-shelf edge processing units (EPUs). The proposed design is specifically adapted for battery-powered EPU systems by incorporating power-matched energy harvesting, a power switch with low-power sleep mode, and simple system integration in an microcontroller unit-less architecture with automated operation. We use a four-month case study to monitor the effects of plastic pollution in agricultural soils on plant growth under 4-mg microplastic exposure, demonstrating that the setup achieved continuous and sustainable operation. In this agricultural application, our power management module is deployed in an embedded vision camera equipped with a 5-W solar panel and five various environmental sensors, effectively monitoring environmental stress and plant growth state. This work highlights the application of the power management board in embedded agricultural monitoring devices for precision farming.
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