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基于模型的数据挖掘系统在大坝监控中的应用
引用本文:陈迪,张森,李悛.基于模型的数据挖掘系统在大坝监控中的应用[J].微机发展,2005,15(11):84-86,122.
作者姓名:陈迪  张森  李悛
作者单位:[1]浙江工业大学信息工程学院,浙江杭州310014 [2]浙江大学,浙江杭州310028
摘    要:为了对大坝的运行情况进行安全的、实时的控制,根据大坝安全监控的理论知识,提出了一个基于参数模型的时间序列数据挖掘系统原型.文中介绍了系统的挖掘算法,系统的框架,分析了系统在实际应用中遇到的各种问题和解决的方法.实际应用结果表明,该系统建模过程简便、快捷,同时对监测时间序列具有良好的预报效果,适合在工程实际中使用.

关 键 词:数据挖掘  时间序列  大坝安全
文章编号:1005-3751(2005)11-0084-03
收稿时间:2005-01-27
修稿时间:2005-01-27

A Model- Based Data Mining System Used on Dam Safety
CHEN Di, ZHANG Sen, LI Quan.A Model- Based Data Mining System Used on Dam Safety[J].Microcomputer Development,2005,15(11):84-86,122.
Authors:CHEN Di  ZHANG Sen  LI Quan
Institution:1. School of Info. Eng., Zhejiang Univ. of Techn., Hangzhou 310014, China; 2. Zhejiang University, Hangzhou 310028, China
Abstract:Based on the theory of dam safety, the authors propose a model-based time serial data mining system for real-time dam safety controlling. This thesis introduces the core algorithm of this system and its architecture. Furthermore, it enumerates a number of troubles and their solving when the system is used practically. The application results indicate that the system not only has an easy and fast way on modeling, but also has well forecasted on the dam observation data, that fit for the practical using.
Keywords:data mining(DM)  time serial  dam safety
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