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Construction of an induction machine database for a case-based reasoning system.

机译:构建基于案例的推理系统的感应机器数据库。

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摘要

Case-based reasoning is a field of artificial intelligence research that emphasizes the importance of specific past experiences to the solution of new problem. The ability to suggest a solution to a novel problem based on the recall and reuse of specific experiences is a tenet of the case-based reasoning paradigm. It has grown out of cognitive theories concerned with functional justifications for the dynamic properties of human memory, and is growing into a technology for expert systems. Studies examining the use of cases in design have identified a broad range of application. This approach is well suited for the engineering design domain. Cases can suggest entire or partial solutions, help decompose problems, critique proposed designs, point to opportunities or suggest relevant design criteria.;The goal of this thesis is to develop a case database for induction motors and to test it using a previously developed Case Based Reasoning system. The testing results show that the CBR's adaptation mechanism system (previous work of Dr. Quang) which combines different knowledge sources and multiple reasoning paradigms can provide a dynamic environment for examining different design requirements and suggest ways for solving design problems from its routine and non-routine to creative design.
机译:基于案例的推理是人工智能研究的一个领域,它强调特定的过去经验对解决新问题的重要性。基于特定经验的回忆和重用来提出新问题的解决方案的能力是基于案例的推理范式的宗旨。它起源于与人类记忆的动态特性的功能合理性相关的认知理论,并且正在发展为用于专家系统的技术。审查设计中案例使用情况的研究已经确定了广泛的应用范围。这种方法非常适合工程设计领域。案例可以提出全部或部分解决方案,帮助分解问题,批判拟议的设计,指出机会或提出相关的设计准则。;本论文的目的是开发用于感应电动机的案例数据库,并使用以前开发的基于案例的案例进行测试推理系统。测试结果表明,CBR的适应机制系统(Quang博士的先前工作)结合了不同的知识来源和多种推理范例,可以提供一个动态的环境来检查不同的设计要求,并提出从其常规和非常规方法解决设计问题的方法。例行的创意设计。

著录项

  • 作者

    Zhang, Fan.;

  • 作者单位

    McGill University (Canada).;

  • 授予单位 McGill University (Canada).;
  • 学科 Engineering Electronics and Electrical.
  • 学位 M.Eng.
  • 年度 2003
  • 页码 92 p.
  • 总页数 92
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 无线电电子学、电信技术;
  • 关键词

  • 入库时间 2022-08-17 11:45:49

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