基于三维GIS展现的煤矿物联网异构数据集成与应用

发布时间：2018-07-04 20:29

本文选题：物联网 + 数据集成　；参考：《中国矿业大学（北京）》2014年博士论文

【摘要】：本文分析研究了煤炭企业信息分类及特点，对煤矿物联网的构建及应用进行了探讨。根据现有成熟的物联网架构，结合煤炭行业实际设计了煤矿物联网体系架构。对煤矿物联网体系内的异构数据进行了分析，针对结构化数据和非结构化数据分别设计了基于XML技术的集成方案。在分析研究国内外数据挖掘领域的研究现状的基础上，，提出了对关联规则经典算法改进的方案，减少了系统遍历次数，提高了效率，并以示范工程中的部分样本数据为例验证了算法的实用性。最后，设计开发了基于三维GIS展现的异构数据集成展示平台，应用本文所取得的研究成果和结论，设计相关功能，验证了文所取得的研究成果和结论的正确和可行性。
[Abstract]:This paper analyzes and studies the classification and characteristics of information in coal enterprises, and discusses the construction and application of the Internet of things in coal mines. According to the existing mature Internet of things architecture, combined with the actual coal industry design of the coal mine Internet of things architecture. This paper analyzes the heterogeneous data in the coal mine Internet of things system and designs the integration scheme based on XML technology for the structured data and the unstructured data respectively. Based on the analysis of the current research situation in the field of data mining at home and abroad, this paper proposes a scheme to improve the classical algorithm of association rules, which reduces the number of times of system traversal and improves the efficiency. The practicability of the algorithm is verified by taking some sample data in the demonstration project as an example. Finally, the heterogeneous data integration display platform based on 3D GIS is designed and developed. The research results and conclusions obtained in this paper are applied to design the related functions, and the correctness and feasibility of the research results and conclusions obtained in this paper are verified.
【学位授予单位】：中国矿业大学（北京）
【学位级别】：博士
【学位授予年份】：2014
【分类号】：TD65;P208

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