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Journal of Engineering Research

Journal of Engineering Research

Abstract

The safe installation and startup of irrigation system which linked to the Internet of Things (IoT) over the Internet is a challenging subject to address. This article addresses the safe Internet-based verified configuration of irrigation system in order to offer further value-added services. After reviewing the safe self-configuration constraints imposed on Cloud and IoT technologies, present a Cloud-based architecture that allows IoT devices to communicate with many federated Cloud services. Talk about two scenarios and how federated cloud architecture and one cloud environment interact with Internet of Things devices. The proposed self-secured cloud model of intelligent irrigation strategies for efficient water consumption with less human interventions is the main goal of the suggested intelligent irrigation system methodology. The suggested secured irrigation system is based on online data that is gathered through API calls and forecasts meteorological variables such soil moisture, temperature, humidity, and UV light. The proposed a self-secured cloud model facilitates communication between IoT devices and several federated Cloud services. The sensor data is transmitted to the Arduino module, which subsequently transmits it to the cloud server for further processing. The cloud server employs three distinct approaches, including regression, clustering, and binary classification, to execute the data analysis process. We would have the capability to remotely manage our wireless equipment to anticipate weather patterns and activate or deactivate the irrigation system at the least indication of uncertainty or alarm.

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