Iot & ML Based Smart Irrigation System for Water Pump Control and Notification Alert Using Raspberry Pi

Abstract

Agriculture makes major role in the economic growth. 70% population depends upon agriculture and capital comes from farming. Issues is agriculture is still following the old process. India has a variety of climate conditions due to this managing and minimizing water wastage is a challenge. One of the proposals for modern farming for renovate the existing procedure in farming. The main aim is proposed system will help farming advanced by utilizing new technology with Internet of things and Machine learning. An irrigation system monitoring soil of the land, temperature and humidity of the environment, light intensity, rain, level of the water tank, and everything will be displayed on LCD. Depends on soil data using AI/ML algorithm proposed system will predict whether the soil is dry or wet and hence system controlling the dc motor and it will alert the farmer by sending mobile notifications. The highlighting features of this proposed system were farmers able to access and monitoring information and process the data which is hosted in Cloud using AI/ML algorithms for accurate output.