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A Multi-agent Greenhouse Intelligent Control System Based On Internet Of Things

Posted on:2016-07-20Degree:MasterType:Thesis
Country:ChinaCandidate:G MuFull Text:PDF
GTID:2348330479953302Subject:Pattern Recognition and Intelligent Systems
Abstract/Summary:PDF Full Text Request
Greenhouse, as an agricultural facility, has an important role in agricultural production. Crop production can be improved by greenhouse environment control using modern greenhouse technology and agricultural technology. In recent years, greenhouse control system based on sensor technology, communications technology, automation technology and computer technology, has got more and more attention. With the development of mobile networks and the Internet, the current monitor technology has greatly improved. However, in the part of automatic control, problems is still existed such as difficulties in research, long develop cycle, lack of portability and mainta inability. So, a multi-Agent greenhouse intelligent control system based on Internet of things, which use distributed artific ia l intelligence technology to complete intel igent control is proposed in the research of monitoring system for greenhouse environment intelligent control.First, it is the overall design of the system. It is divided into four levels, which are context-aware layer, data transport layer, information processing layer and control layer. And make a profile design four levels. In the control layer, automatic control loop was established through design of the structure, collaboration and communication of MultiAgent systems. Automatic control program was made through the knowledge representation of greenhouse control, knowledge reasoning and knowledge learning. Finally, using the Multi-Agent systems JADE platform and JADE WSIG middleware platform, system which enable networking site and Multi-Agent Systems integration of JADE is complete. Finally, feasibility of the design was tested through the website of IoT(Internet of Things) and mult iagent control method. And advantages and disadvantages were to show from the contrast with the automatic control part of original greenhouse monitoring system.Through the research, a greenhouse monitoring system based on networking architecture and functions based on Multi-Agent Distributed control is established. The remote control and automatic control can be realized, which has good robustness, portabilit y and maintainability in practical use.
Keywords/Search Tags:Internet of Things, Agent, Greenhouse, Inteligent control, JADE
PDF Full Text Request
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