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齒輪故障診斷專家系統

Expert System for Diagnosing Gear Faults

  • 摘要: 在分析了以往的齒輪故障診斷方法及大量試驗數據的基礎上,選出了對應于各故障敏感的參量,總結歸納了齒輪故障的判據并在此基礎上建立了故障診斷的專家系統,把模糊理論用以知識表示進行不精確推理;采用元知識控制下的反向推理機制并根據推理結果賦以合理的解釋,該系統既能本機自動診斷又能結合其它診斷方法作精密診斷;還能兼顧在線監測與離線分析.利用該系統對齒輪試驗數據進行分析、處理進而推理、診斷獲得了滿意的效果.

     

    Abstract: Under theoritical study and analysis signal of gear vibration by various processing methods, some effective criteria are summed up and the expert system is set up. In this system, in order to make uncertain reasoning, fuzzy theory is applied to knowledge presentation;the backward reasoning mechanism controlled by meta-knowledge is adopted; the reasenable explanation according to the reasoning result is attached as well, The other features of this system are:1) not only being useful for automitic diagnosis by itself but used for pricise diagnosis cooperated with other methods, and 2) having consideration of both on-line monitoring and off-line analysis at the same time.

     

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