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基于COM的综合数据分析管理系统的设计与实现

Design and Realization of COM-Based Synthetical Data Analysis Management System

【作者】 徐永来

【导师】 赵琳;

【作者基本信息】 哈尔滨工程大学 , 导航、制导与控制, 2007, 硕士

【摘要】 本文研究的综合数据分析管理系统是提供对测试数据查询、统计分析和报表定制功能于一体的通用开放性系统。它是自动测试过程中的故障诊断和专家分析的重要手段,是通用自动测试系统平台的重要组成部分。本文首先研究了传统数据分析管理存在的问题,提出了本系统需要改进的方案。然后通过介绍通用自动测试系统的体系结构和虚拟测试环境VITE2.0的总体方案,提出了综合数据分析管理系统的具体要求。通过对系统的需求分析,在保证整个自动测试系统通用性、开放性的基础上,确定采用COM组件技术实现本系统总体方案的设计。针对系统允许客户添加自定义统计方法时,采取组件类别技术,实现动态调用用户自定义的统计方法组件。为满足系统能够对大量数据进行复杂的统计分析,采用了VC与Matlab混合编程技术,实现对复杂数据(如:矩阵)的统计分析和统计图形的输出,提供用户直观的分析结果。针对传统的报表格式单一、难以更改格式的情况,研究并实现了通用报表定制系统,满足用户对报表多样化的定制与保存的要求。总之,本文研究的综合数据分析管理系统有效地降低了对大量数据进行分析管理的复杂度,满足了通用自动测试系统对通用性、开放性的要求。因此本系统对我国通用自动测试系统的发展起了积极的作用,具有一定的推广使用价值。

【Abstract】 The Synthetical Data Analysis Management System (SDAMS) discussed in the paper is a multi-purpose open-system which affords the test data inquiry the statistical analysis and report form custom function together. It’s an important measure for fault diagnosis and analysis by expert, and a signified constituent part in the process of Automated Test System (ATS).The problems exist in the traditional data analysis management are discussed in the paper firstly, and the scheme that should be improved in the system is mentioned. Then the paper introduced the architecture of the ATS and general planning of the VITE 2.0, and the specific demand of the SDAMS is described. After the analysis of the system demand, the COM component technology is adopted for the design of the whole system, which could make sure the ATS has a general and open character. For the system allows the user to add the statistical method by themselves, the component sort technology is adopted to realize the dynamic call by the component which is defined by the user. In order to satisfy the system does some complex statistical analysis for a great many data, the VC and the Matlab mixed program is used in the system, which could help to realize the statistical analysis of the complex data (such as matrix) and output of the statistical chart, and for the user the analysis result is simple to understand. As the traditional report has a single form which is hard to change, the paper researches and realizes the general report custom system, and could satisfy the diversification demands by the user.The SDAMS discussed in the paper has reduced the complex cause by the analysis and manage for a great lot of data, and satisfies the general and open demand for the ATS. So the system has some active action for the development of ATS in our country, and has some value to spread.

  • 【分类号】TP311.52
  • 【被引频次】10
  • 【下载频次】220
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