Intelligent Control and Data Analysis System Based on Internet of Things

Le résumé fourni par la source

This paper designs a set of intelligent regulation and growth analysis system based on the Internet of things, which aims to summarize a set of application scheme which integrates data analysis and intelligent regulation. So as to solve the problems of insufficient light, complex management of light supplement equipment and unscientific light supplement strategy in Hainan, Guangxi and other places and plant factories. The focus of the system is to explore a set of universal data analysis and intelligent control scheme, so that it can be applied to more fields of data analysis, such as rail transit AP log analysis and so on. The system replenishes light to plants and collects environmental data through embedded devices, and collects plant growth data through mobile phone application. Upload the environment and growth data to the back-end system for analysis and processing. The back-end system uses machine learning algorithm to train the growth and environmental data to get the plant growth model, then uses the plant growth model to analyze the most suitable light parameters of the plant, and then issues dimming commands to achieve intelligent dimming and scientific dimming. The system realizes intelligent control through the analysis of growth data through Internet of things technology and machine learning algorithm,as the same time, the system can also be used for data analysis and regulation in other fields.

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