天然气水合物数据挖掘服务组件的设计与实现  

DESIGN AND IMPLEMENTATION OF DATA MINING SERVICE COMPONENT OF GAS HYDRATE

作　　者：李连伟[1] 许明明 刘展[1] 林峰[3] 孙记红[3] 安聪荣[1] 

机构地区：[1]中国石油大学(华东)地球科学与技术学院,山东青岛266580 [2]北京中科九章软件有限公司,北京100190 [3]青岛海洋地质研究所,山东青岛266071

出　　处：《计算机应用与软件》2016年第10期32-36,共5页Computer Applications and Software

基　　金：中央高校基本科研业务费专项资金项目(13CX06012A;15CX02005A);国家海洋专项资金项目(GZH201100313)

摘　　要：天然气水合物是21世纪一种具有巨大潜在价值的未来能源,在能源危机的今天已经引起各国政府和科研部门的重视。海域天然气水合物勘探调查手段丰富多样,不同的勘查方式涉及的相关地质参数的不确定性比较大,采用的天然气水合物资源分析方法和预测评价方法也都相对较复杂。而数据挖掘技术在数据分析、预测评价等方面优势明显,且在石油勘探及矿山等很多地学领域进行了运用,结果可信度比较高,大大减少了勘测成本。通过对天然气水合物勘查业务和数据进行分析,研究适用于水合物数据挖掘方法,设计并实现了基于IBM SPSS Modeler的天然气水合物数据挖掘服务组件,为天然气水合物勘查领域数据挖掘智能决策产品的研究奠定了良好的基础。同时也能够为海洋地质数据库建设和数据应用打下技术积累,从而为天然气水合物的勘探开发和综合评价提供帮助。Gas hydrate, a future energy with huge potential in the 21st century, it has got attention from governments and scientificresearch departments as the energy crisis becomes a serious issue. Currently, there are various methods to survey and explore gas hydrate inmarine area, not only the indeterminacy of geologic parameters differ greatly with different exploring methods, the methods for analyzing,predicating and evaluating gas hydrate are also relatively complicated. However, the data mining techniques have distinct advantages in thefields of data analysis, predication and evaluation, and it has been applied to the petroleum and mine exploration and other geosciences fieldfor a long time with high reliability, reducing the exploration costs greatly. Therefore, in this paper, the data mining method for gas hydrateis researched by analyzing the businesses and datum of gas hydrate exploration while the data mining service components for gas hydrate aredesigned and implemented based on IBM SPSS Modeler, which provide good basement for studying intelligent-decision products for dataminingin the gas hydrate fields. Besides, the study also accumulate technologies for constructing marine geologic database and applyingdatum, thus being useful for gas hydrate exploration, development and comprehensive evaluation.

关 键 词：天然气水合物 数据挖掘 服务组件 

分 类 号：TP311[自动化与计算机技术—计算机软件与理论]