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METHOD OF PERFORMING QUANTITATIVE ASSESSMENT ON RELIABILITY OF SWITCHING RELUCTANCE MOTOR SYSTEM USING THIRD-ORDER MARKOV MODEL

机译:基于三阶马尔可夫模型的开关磁阻电机系统可靠性定量评估方法

摘要

A method, performing an assessment on reliability of a switching reluctance motor system using a third-order Markov model quantitative analysis, comprises: performing an analysis on system operation conditions for a switching reluctance motor drive system undergoing a first-order misoperation, a second-order misoperation, or a third-order misoperation to obtain 4 valid states and 1 invalid state in the first-order misoperation, 14 valid states and 4 invalid states in the second-order misoperation, and 43 valid states and 14 invalid states in the third-order misoperation, obtaining, by taking an initial normal state and a final invalid state into consideration, a total number of 62 valid states and 20 invalid states in the third-order Markov model, establishing a state transition diagram of the switching reluctance motor system undergoing the third-order misoperation, obtaining a state transition matrix, solving a valid state probability matrix P(t) of the system operating in valid states; computing a sum of all elements in the valid state probability matrix P(t) of the system operating in the valid states; computing, according to a reliability function R(t), an average no-misoperation duration. Therefore, the embodiment adopts the third-order Markov model quantitative analysis to realize the reliability assessment of the switching reluctance motor system, providing a favorable value in engineering applications.
机译:一种使用三阶马尔可夫模型定量分析对开关磁阻电机系统的可靠性进行评估的方法,该方法包括:对经历一阶误操作,二阶误操作的开关磁阻电机驱动系统的系统运行条件进行分析。一阶误操作或三阶误操作在一阶误操作中获得4个有效状态和1个无效状态,在二阶误操作中获得14个有效状态和4个无效状态,在第三阶误操作中获得43个有效状态和14个无效状态阶误操作,通过考虑初始的正常状态和最终的无效状态,获得三阶马尔可夫模型中总共62个有效状态和20个无效状态,从而建立了开关磁阻电机系统的状态转换图经历三阶错误运算,获得状态转移矩阵,求解在有效状态下运行的系统的有效状态概率矩阵P(t) es;计算在有效状态下运行的系统的有效状态概率矩阵P(t)中所有元素的总和;根据可靠性函数R(t),计算平均无误操作持续时间。因此,本实施例采用三阶马尔可夫模型定量分析来实现开关磁阻电机系统的可靠性评估,在工程应用中具有良好的应用价值。

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