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引用次数: 3

摘要

对常用的模拟故障诊断技术进行了综述。重点是提供信息,以促进适用于问题定义的可行技术的使用。对模拟系统的理解程度与最适合诊断系统的技术类型相关。回顾了控制论、概率论、计算专家系统和计算人工智能的技术。控制理论技术最适合于系统模型被准确理解的系统诊断问题。应用概率论的技术对于解决受噪声影响的系统诊断中出现的不确定性是有价值的。计算专家系统通过创建准确理解诊断过程的数据情境来解决诊断问题。计算人工智能技术被认为是最适合于缺乏可靠知识的系统。分析不排除使用任何技术,而是解决应用的效率。
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Summary and applicability of analog fault detection/isolation techniques
A survey of common analog fault diagnostic techniques is provided. The focus is on providing information to facilitate the use of viable techniques suited for a problem definition. The level of understanding of the analog system is correlated with the type of techniques best suited for the diagnostic system. Reviewed are techniques from Control Theory, Probability Theory, Computational Expert Systems, and Computational Artificial intelligence. The Control Theory techniques are suited best for system diagnostic problems where the system model is accurately understood. Techniques that employ Probability Theory are valuable for addressing uncertainty that arises in diagnostics of systems affected by noise. Computational Expert Systems address the problem of diagnostics by creating a data situations where the diagnostic process is accurately understood. Computational Artificial Intelligence techniques are presented as being best suited for systems where little reliable knowledge is known. The analysis does not preclude the use of any technique, but rather addresses efficiency of application.
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