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Research and Implementation of Data Visualization Based on Microsoft Newest Graph System WPF and Silverlight

Author: SunBo
Tutor: WangWenYong
School: Northeast Normal University
Course: Computer Software and Theory
Keywords: Data visualization Computer graphics Neural network WPF Silverlight
CLC: TP391.41
Type: Master's thesis
Year: 2009
Downloads: 659
Quote: 14
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Abstract


This paper realizations the automation, the intellectualization of the environment humidity and temperature examination, the water pollution monitor, the agricultural plant irrigation, through the new technology of computer graphics and the union of the sensor network data acquisition and artificial intelligence neural network. It successfully implements the function of real-time monitoring and visualization processing of the gathering data, such as visualization analysis, visualization government, visualization management,visualization excavation,intelligent forecast pollution source and proliferation,instead of time-consuming hard manual type gathering and emergencies. The system can make the intelligent decision-making to the visualization monitoring environment, fine irrigation plant, save the water resources. The system can also manage the soil moisture scientifically, enable the plant to maximize the ecology benefits. And the system can real-time dynamic monitor of water quality, supervising and managing effectively to help reduce water pollution. The main research content of this paper is:1. Methods and realization of data acquisition, data analysis, data government, data management and data mining base on Microsoft newest graph system WPF and Silverlight technology data visualization;2. Plant saving water irrigation model, water pollution monitoring model;3. The design and realization under general computation platform neural network;4. Neural network algorithm data visualization analysis;5. Reflects the water quality, the crops, and the environment factors, Including visibility, refractive index, as well as weather climate, time interval, temperature and so on.

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CLC: > Industrial Technology > Automation technology,computer technology > Computing technology,computer technology > Computer applications > Information processing (information processing) > Pattern Recognition and devices > Image recognition device
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