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Research on Intelligent Fault Diagnosis Method for ESP Protector Based on Fuzzy Petri Nets

机译:基于模糊Petri网的ESP保护器智能故障诊断方法研究

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摘要

The protector is a key part of electric submersible pump (ESP), seals the motor and prevents the water entering into it. In order to solve the problem of complexity and uncertainty of fault propagation and analysis in protector, a new method for ESP protector fault diagnosis based on Fuzzy Petri nets (FPN) is proposed. Firstly, according to expert experiences and maintain rules, the FPN structure which has 28 places and 11 transitions is built to describe the protector fault propagation relations. Secondly, the five matrixes representing the FPN structure are obtained, and a rapid fault inference algorithm is designed via matrix operations. Finally, two fault diagnosis cases are analyzed, and the results show that the proposed method is valid and has strong engineering practicality.
机译:保护器是电动潜水泵(ESP)的关键部分,密封电机并防止水进入其中。为了解决保护器故障传播和分析的复杂性和不确定性的问题,提出了一种基于模糊Petri网(FPN)的ESP保护器故障诊断方法。首先,根据专家体验和维护规则,建立了28个位置和11个转换的FPN结构以描述保护器故障传播关系。其次,获得了表示FPN结构的五个矩阵,并且通过矩阵操作设计了快速故障推断算法。最后,分析了两个故障诊断病例,结果表明,该方法有效,工程实用性强。

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