能源计量中数据挖掘应用研究

Application of Data Mining on Energy Resources Mensuration

讨论了基于数据挖掘技术的能源计量解决方案,介绍流体能源和物料采集数据的设计,为数据仓库的形成提供基础数据来源,说明了相关流体数据操作库和物料操作库的组成,进而数据提取,清洗、转换与装载,构成数据挖掘的知识。重点说明了在实施数据挖掘后,计量信息的高级数据的发现,计量信息的挖掘以及计量有价值数据的分析。为本钢集团的成本核算和节能降耗提供的数据依据。

The thesis discusses the solutions to the energy measurement based on the technology of the data mining. Firstly, it introduces the fluid energy and the design of materail collection data to provide the basic sources forthe formation of data warehouse. Secondly, it states the constitution related to the fluid data manipulation base and material operating base, in addition tothe thesis cites the data extracting, cleaning, transforming, loading as well as the knowledge which composes data mining. Then it also introduces the technology about the measurement data mining, the storage and management of data, and data display and so on. Finally, the author emphasizes the discovery of advanced database and valuable data analysis in measuring information after the data mining is carried out. The author takes up the work of the system design and the the design for data mining knowledge base.