Department of Innovation Engineering, University of Salento, 73100 Lecce, Italy.
Facultad de Ingeniería, Universidad Panamericana, Aguascalientes 20290, Mexico.
Sensors (Basel). 2020 Jun 28;20(13):3632. doi: 10.3390/s20133632.
The huge spreading of Internet of things (IoT)-oriented modern technologies is revolutionizing all fields of human activities, leading several benefits and allowing to strongly optimize classic productive processes. The agriculture field is also affected by these technological advances, resulting in better water and fertilizers' usage and so huge improvements of both quality and yield of the crops. In this manuscript, the development of an IoT-based smart traceability and farm management system is described, which calibrates the irrigations and fertigation operations as a function of crop typology, growth phase, soil and environment parameters and weather information; a suitable software architecture was developed to support the system decision-making process, also based on data collected on-field by a properly designed solar-powered wireless sensor network (WSN). The WSN nodes were realized by using the ESP8266 NodeMCU module exploiting its microcontroller functionalities and Wi-Fi connectivity. Thanks to a properly sized solar power supply system and an optimized scheduling scheme, a long node autonomy was guaranteed, as experimentally verified by its power consumption measures, thus reducing WSN maintenance. In addition, a literature analysis on the most used wireless technologies for agri-food products' traceability is reported, together with the design and testing of a Bluetooth low energy (BLE) low-cost sensor tag to be applied into the containers of agri-food products, just collected from the fields or already processed, to monitor the main parameters indicative of any failure or spoiling over time along the supply chain. A mobile application was developed for monitoring the tracking information and storing conditions of the agri-food products. Test results in real-operative scenarios demonstrate the proper operation of the BLE smart tag prototype and tracking system.
物联网(IoT)导向的现代技术的广泛传播正在彻底改变人类活动的各个领域,带来了许多好处,并能够有力地优化传统的生产流程。农业领域也受到这些技术进步的影响,从而提高了水和肥料的利用率,并大大提高了作物的质量和产量。本文描述了一种基于物联网的智能可追溯性和农场管理系统的开发,该系统根据作物类型、生长阶段、土壤和环境参数以及天气信息来校准灌溉和施肥作业;开发了一种合适的软件架构来支持系统的决策过程,该架构还基于通过适当设计的基于太阳能的无线传感器网络(WSN)在现场收集的数据。WSN 节点是使用 ESP8266 NodeMCU 模块实现的,该模块利用其微控制器功能和 Wi-Fi 连接功能。得益于适当大小的太阳能供电系统和优化的调度方案,保证了节点的长时间自主运行,这通过其功耗测量得到了实验验证,从而减少了 WSN 的维护。此外,还报告了用于农产品可追溯性的最常用无线技术的文献分析,并设计和测试了一种蓝牙低能(BLE)低成本传感器标签,用于监测供应链中随时间推移指示任何故障或变质的主要参数,该标签应用于从田间收集或已经加工的农产品容器中。开发了一个移动应用程序来监测农产品的跟踪信息和存储条件。实际操作场景中的测试结果证明了 BLE 智能标签原型和跟踪系统的正常运行。