Development of CBR system for embedded purpose

Zefei Lan, Haibin Yuan
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Abstract

As the complexity of the launching vehicle increases, using fault diagnosis method to improve reliability becomes more and more important. CBR (case-based reasoning) method is frequently used in prognostic and health management systems. The launching vehicle system has many subsystems. In order to apply CBR method to these various subsystems, a CBR system based on Java and MySQL database is designed in this paper. The principle and process of modular structure is discussed, and case base database based on MySQL is designed. The system is developed in the Java language according to three layer model. It can be used for embedded application. Two data sets from UCI database are used to test module function. Test result shows validation of the system.
嵌入式CBR系统的开发
随着运载火箭复杂性的增加,利用故障诊断方法提高运载火箭的可靠性显得越来越重要。CBR(基于案例的推理)方法经常用于预后和健康管理系统。运载火箭系统有许多子系统。为了将CBR方法应用到这些子系统中,本文设计了一个基于Java和MySQL数据库的CBR系统。论述了模块化结构的原理和过程,设计了基于MySQL的案例库。系统采用Java语言,按照三层模型进行开发。它可以用于嵌入式应用程序。使用UCI数据库中的两个数据集来测试模块的功能。测试结果验证了系统的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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