基于BigML算法的语音虚拟农业分析仪

Gona Ashwini Rao, R. Nagaswetha, D. Singh
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引用次数: 1

摘要

我们提出了一种创新的基于语音的虚拟农业分析仪(v2),它创建了一个虚拟环境,其中气候将由连接到微控制器的传感器监测和控制。这些传感器接受来自农田的温度、湿度、土壤水分和土壤温度的实时数据。当与标准值比较时,执行器如风扇、冷雾加湿器、水马达等将采取必要的动作。在后台,数据将通过云平台持续可视化并显示在屏幕上,数据将在web工具中应用预测算法。最终预测值将以具有一系列最优值的树模型的格式生成。这些最优值可以在系统内部使用,以保持有效的生长。肥料的入口在系统的顶部。当特定植物需要时,这个入口将肥料连同水一起滴下。一个触摸显示器将可供用户获取任何内部条件。连接一个支持语音的设备,该设备提供有关正在发生的内部过程的信息。每当内部采取任何行动时,都会通过云服务向农民发送推送通知。
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Voice Based Virtual Agri Farming Analyzer with BigML Algorithms
We propose an innovative Voice Based Virtual Agri Farming Analyzer (v2) which creates a virtual environment where the climate will be monitored and controlled by the sensors connected to a microcontroller. These sensors accept the real time data of temperature, humidity, soil moisture and soil temperature from the agriculture fields. On comparing values with the standard one, necessary actions will be taken by the actuators like fans, cool mist humidifier, water motors. In the background, the data will be continuously visualized using cloud platform and will be displayed on the screen, the data will be applied with prediction algorithms in a web tool. Final predicted value will be generated in the format of a tree model with a range of optimum values. These optimum values can be used inside the system to maintain the effective growth. An inlet for fertilizers is present at the top of the system. This inlet drops the fertilizer along with the water whenever required for that specific plants. A touch-display will be available for the user to obtain any of the internal conditions. A voice enabled device is attached which provides information about the internal processes taking place. A push notification will be sent to the farmers through the cloud service whenever any action is being taken internally.
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