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Method for quantitative evaluation of switched reluctance motor system reliability through three-level Markov model

机译:三级马尔可夫模型定量评估开关磁阻电机系统可靠性的方法

摘要

#$%^&*AU2015381975A120170330.pdf#####Abstract The invention discloses a method for evaluation of switched reluctance motor system reliability through quantitative analysis of three-level Markov model. Through analysis of the operating condition of switched reluctance motor drive system under first-level faults, second-level faults and third-level faults, 4 valid states and 1 invalid state under first-level faults, 14 valid states and 4 invalid states under second-level faults, and 43 valid states and 14 invalid states under third-level faults are obtained. If initial normal state and final invalid state are also considered, a three-level Markov model will have 62 valid states and 20 invalid states in total. A state transition diagram of the switched reluctance motor drive system under three-level faults is established, a state transition matrix is obtained, a probability matrix P(t) of the system in valid states is attained, the sum of all elements of the probability matrix P(t) in valid states is calculated, and MTTF is obtained from reliability function R(t) through calculation, thereby realizing evaluation of switched reluctance motor system reliability through quantitative analysis of a three-level Markov model. The method has a desirable engineering application value.Drawings Cl C2 F2 3 C 3 F3 BI AC C4 C5 F4 A12 A B2 C6 7 C7 A] A c : CS F6 83 9 C9 7 B3 10 CIO F8 11 All ' l 4 Cl P I C, 12 Ac 1 CI3 A Flo C14 Fli A,5 B5 1 c 1 ' F12 LCI 6 117 F13 __N 4 B6 AC17 CIS A2 AC20 19 O C19 'A F 1 5 A17 11C 21 C21 16 AC 2 2 /C22 A F17 24 B8 A, c, I '25 A 89 26 F19 B9 1A1C 2 8 27 F20 C27 A F21 c A A Aglo BJO C29 F22 ,43 0 j *- I/ I C3 A F23 F 3 A 11C32 C32 C31 /1F24 BI 11 33 AF25 I'll- 34 C33 AF26 A3 A812 '- N A C35 C34 I B12 36 C3 427 AC37 C36 A 813 1 C37 11F28 38 F2 B13 1 , 39 C38 _" AC40 _ C39 F30 /114 /1814 B14 41 C4Q F3 C41 11F3 11C42 I C42 915 C4 I A4 44 1-) 11F33 BI 1 5 A 45 C44 C45 /I F3 816 AC47 C46 C47 F' 48 /1817 "1" /1 C49 C4 /1F37 B16 /115 A 50 C50 C49 F C51 F 52 5 C52 /1F4 B17 -1 54 C53 C54 F4 A5 56 C55 AF C56 AF43 BIS C57Claims 1. A method for evaluation of switched reluctance motor system reliability through quantitative analysis of three-level Markov model, wherein it has the following steps: through analyzing the operating condition of switched reluctance motor drive system under first-level faults, second-level faults and third-level faults, 5 first-level Markov states including 4 valid states and 1 invalid state, 18 second-level Markov states including 14 valid states and 4 invalid states, and 57 third-level Markov states including 43 valid states and 14 invalid states are obtained in total; if initial normal state and final invalid state are also considered, a three-level Markov model will have 62 valid states and 20 invalid states in total, a state transition diagram of the switched reluctance motor drive system under three-level faults is established and a valid-state transition matrix A under three-level faults is obtained: Al All A12 A13 O A2 0 0 O O A3 O O0 O O A4 state transition matrix A is a square matrix with 62 lines and 62 columns, the lines of state transition matrix A stand for initial valid states, the columns of state transition matrix A stand for next states to be transferred, corresponding transition rates are corresponding elements in state transition matrix A, and the transition rate of a state is the opposite number of the transition probability sum of the transition from this state to all states (including invalid states); in Formula (1), A1, All, A12, A13, A2, A3, A4 are nonzero matrices, 0 stands for zero matrix, and sub-matrix Al is a square matrix with 13 lines and 13 columns: BI B21 B31 Al= 0 B2 0 (2) 0 0 B3 in Formula (2), B1, B21, B31, B2, B3 are nonzero matrices, 0 stands for zero matrix, B21 and B31 of the five nonzero matrices have only one nonzero element, the rest elements are all zero elements, and the five sub-matrices are: AlA 0 0 0 0 0 -(BB+ 0 0 0 B1= 0 0 -(l + c2 + l + 2C4) ll c2 c3l 0 0 -42 0 0 0 0 0 -u2 0 0 0 0 0 -AF3 (3) B2= 0 -"F24 0 0 0 -'F5_(4
机译:#$%^&* AU2015381975A120170330.pdf #####抽象本发明公开了一种开关磁阻电机系统的评估方法通过对三级马尔可夫模型的定量分析获得可靠性。通过分析一级故障下开关磁阻电机驱动系统的运行状况,第二级和第三级故障,第一级下有4个有效状态和1个无效状态故障,二级故障下的14个有效状态和4个无效状态,43个有效状态和14个故障获得第三级故障下的无效状态。如果初始正常状态和最终无效状态还考虑了三级马尔可夫模型将具有62个有效状态和20个无效状态总共。磁阻开关磁阻电动机驱动系统的状态转换图。建立三级故障,获得状态转移矩阵,概率矩阵P(t)获得系统处于有效状态的概率,概率矩阵P(t)的所有元素之和计算有效状态下的值,并通过可靠性函数R(t)通过计算,从而实现对开关磁阻电机系统可靠性的评估通过对三级马尔可夫模型的定量分析。该方法具有理想的工程应用价值。图纸氯C2 F23 C 3 F3BI AC C4C5 F4A12 AB2 C67 C7A] A c:CS F683 9 C9 7B3 10 CIO F811全部4氯我12 AC 1CI3 A Flo C14 FliA,5 B5 1 c 1'F12生命周期指数6117 F13__N 4 B6 AC17 CISA2 AC20 19O C19'A F 1 5A17 11C 21 C21 16交流电2 2 / C22 A F1724B8 A,C,I'25一种89 26F19B9 1A1C 2 8 27F20C27一种F21C一种Aglo BJOC29 F22,43 0 j *-I / I C3 A F23 F311C32C32 C31 / 1F24BI 11 33 AF25我将34 C33 AF26A3 A812'-N A C35 C34 IB12 36 C3 427AC37C36A 813 1 C37 11F2838 F2B13 1,39 C38_“ AC40 _ C39 F30/ 114/1814 B14 41 C4Q F3C41 11F311C42我C42915 C4 I A4 44 1-)11F33BI 1 5 A 45 C44 C45 / I F3816AC47 C46 C47 F'48/ 1817“ 1” / 1 C49 C4 / 1F37 B16/ 115 A 50 C50C49楼C51楼525 C52 / 1F4 B17-154 C53C54 F4A5 56 C55 AFC56 AF43BIS C57索偿1.一种评估开关磁阻电机系统可靠性的方法三级马尔可夫模型的定量分析,它具有以下步骤:通过分析开关磁阻电机驱动系统的运行状况在第一层断层,第二层断层和第三层断层下,五层第一层马尔可夫状态包括4个有效状态和1个无效状态,18个二级马尔可夫状态包括14个有效状态和4个无效状态,以及57个第三级马尔可夫状态,包括43个有效状态状态和14个无效状态;如果初始正常状态而最终无效状态也会被考虑,三级马尔可夫模型将具有62个有效状态和20个有效状态总共无效状态,开关磁阻电动机驱动器的状态转换图建立三级故障下的系统,并建立三态故障下的有效状态转移矩阵A获得三级故障:Al全部A12 A13O A2 0 0O O A3 OO0 O O A4状态转移矩阵A是具有62行和62列的正方形矩阵,状态线转换矩阵A代表初始有效状态,状态转换矩阵A的列代表要转移的下一个状态,对应的转移速率对应状态转移矩阵A中的元素,而状态的转移率相反从该状态到所有状态的转移概率的总和(包括无效状态);在公式(1)中,A1,所有,A12,A13,A2,A3,A4不为零矩阵,0代表零矩阵,子矩阵Al是具有13条线的方矩阵,13栏BI B21 B31Al = 0 B2 0(2)0 0 B3在公式(2)中,B1,B21,B31,B2,B3是非零矩阵,0代表零矩阵,B21且五个非零矩阵的B31仅具有一个非零元素,其余元素为所有零元素,五个子矩阵是:AlA 0 0 0 00-(BB + 0 0 0B1 = 0 0-(l + c2 + l +2C4)ll c2 c3l0 0 -42 0 00 0 0 -u2 00 0 0 0 -AF3(3)B2 = 0-“ F24 00 0 -'F5_(4

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