基于敏捷型BI的礦業(yè)集團生產(chǎn)信息分析模型
發(fā)布時間:2018-07-10 20:14
本文選題:礦業(yè)集團 + 生產(chǎn)信息 ; 參考:《中國礦業(yè)》2017年10期
【摘要】:為了解決礦業(yè)集團底層生產(chǎn)運營數(shù)據(jù)難以交互分析、無法直接轉(zhuǎn)換為戰(zhàn)略層面上集成信息,易形成數(shù)據(jù)孤島的問題,本文基于敏捷型BI實施方案,采用多種現(xiàn)代化信息技術快速構(gòu)建了礦業(yè)集團生產(chǎn)信息多維數(shù)據(jù)模型,并完成了相關的數(shù)據(jù)分析。從集團管控模式的角度出發(fā),在科學規(guī)劃生產(chǎn)數(shù)據(jù)的基礎之上,進行了可視化的數(shù)據(jù)ETL處理和主題域的確定,搭建了礦業(yè)集團生產(chǎn)信息數(shù)據(jù)倉庫,構(gòu)建了生產(chǎn)信息多維數(shù)據(jù)模型,利用OLAP技術對模型進行了多角度、深層次的分析與研究,最后采用敏捷型BI工具實現(xiàn)了生產(chǎn)信息可視化的多維分析操作與圖形展示。通過敏捷型BI生產(chǎn)信息分析模型在國內(nèi)某大型礦業(yè)集團的應用,實現(xiàn)了集團下屬礦山企業(yè)生產(chǎn)運營數(shù)據(jù)的匯總、統(tǒng)計分析及異常預警,促進了礦業(yè)集團生產(chǎn)信息智能分析和科學決策能力的提升。
[Abstract]:In order to solve the problem that it is difficult to interactively analyze the bottom production and operation data of the mining group and can not be directly converted into integrated information at the strategic level and easily form a data island, this paper is based on the agile BI implementation scheme. The multi-dimensional data model of production information of mining group is constructed quickly by using a variety of modern information technology, and the related data analysis is completed. From the point of view of group management and control mode, based on the scientific planning of production data, the visual data ETL processing and subject area determination are carried out, and the production information data warehouse of mining group is built. The multi-dimensional data model of production information is constructed, and the model is analyzed and studied from many angles and levels by using OLAP technology. Finally, the multidimensional analysis operation and graphic display of production information visualization are realized by using agile BI tools. Through the application of agile BI production information analysis model in a large mining group in China, the production and operation data collection, statistical analysis and abnormal early warning of mining enterprises under the group are realized. Promoted the mining group production information intelligence analysis and the scientific decision-making ability enhancement.
【作者單位】: 北京科技大學金屬礦山高效開采與安全教育部重點實驗室;山東黃金集團有限公司;
【分類號】:F426.1
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