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    • 3. 发明授权
    • Multivariate data analysis method and uses thereof
    • 多变量数据分析方法及其应用
    • US07043401B2
    • 2006-05-09
    • US10774024
    • 2004-02-06
    • Genichi TaguchiRajesh JugulumShin Taguchi
    • Genichi TaguchiRajesh JugulumShin Taguchi
    • H03F1/26
    • G06F17/18
    • A process involves collecting data relating to a particular condition and parsing the data from an original set of variables into subsets. For each subset defined, Mahalanobis distances are computed for known normal and abnormal values and the square root of these Mahalanobis distances is computed. A multiple Mahalanobis distance is calculated based upon the square root of Mahalanobis distances. Signal to noise ratios are obtained for each run of an orthogonal array in order to identify important subsets. This process has applications in identifying important variables or combinations thereof from a large number of potential contributors to a condition. The multidimensional system is robust and performs predictive data analysis well even when there are incidences of multi-collinearity and variables with zero standard deviations in reference group or unit space. Separate methods are provided: adjoint matrix Gram-Schmidt's method for multi-collinearity problems, and modified Gram-Schmidt method for the cases where there are variables with zero standard deviation to achieve data analysis.
    • 一个过程涉及收集与特定条件相关的数据,并将数据从一组原始变量解析成子集。 对于定义的每个子集,计算已知正态和异常值的马氏距离,并计算这些马氏距离的平方根。 基于马氏距离的平方根计算多个马氏距离。 为了识别重要的子集,获得每个正交阵列的信噪比。 该过程具有从大量对条件的潜在贡献者识别重要变量或其组合的应用。 多维系统是鲁棒的,并且即使在多共线性和参考组或单位空间中具有零标准偏差的变量的情况下也能良好地进行预测性数据分析。 提供了独立的方法:伴随矩阵Gram-Schmidt的多共线性问题的方法,并且对于具有零标准偏差的变量来实现数据分析的情况,使用改进的Gram-Schmidt方法。
    • 5. 发明授权
    • Device for detecting a motor drive current
    • 用于检测电机驱动电流的装置
    • US07012446B2
    • 2006-03-14
    • US10862581
    • 2004-06-08
    • Shin TaguchiHiromichi AgataMasayuki Takenaka
    • Shin TaguchiHiromichi AgataMasayuki Takenaka
    • H01R4/60G01R31/36
    • H02K11/048H02K11/0094
    • A device for detecting a motor drive current is arranged without substantially requiring additional space. The device for detecting a motor drive current, detects the currents of the phases flowing through the feeder lines that connect the motors to an inverter using a first bus bar for each of the phases arranged in parallel relative to each other and second bus bars extending from the ends of the first bus bars in a direction to intersect the axes of the first bus bar to which attached, by using magnetic field detector elements of each of the phases arranged near the feeder lines, wherein processing means for detecting the currents relying on the magnetic field detector elements of each of the phases are provided on a common circuit board. The magnetic field detector elements are disposed near the first bus bars of each of the phases, and the circuit board is arranged in a space sandwiched between the outermost first bus bars. Thus, the circuit board is arranged without substantially requiring additional space, and the current detecting device is realized in a compact form.
    • 布置用于检测电动机驱动电流的装置,而基本上不需要额外的空间。 用于检测电动机驱动电流的装置检测通过使用用于相对于彼此并联布置的每个相的第一汇流条将电动机连接到逆变器的馈线的相流的电流,并且第二母线从 所述第一母线的端部通过使用布置在所述馈线附近的各相的磁场检测器元件沿与所连接的所述第一母线的轴相交的方向,其中,用于检测依赖于所述第二母线的电流的处理装置 每个相的磁场检测器元件设置在公共电路板上。 磁场检测器元件设置在每相的第一汇流条附近,并且电路板布置在夹在最外面的第一汇流条之间的空间中。 因此,电路板被布置成基本上不需要额外的空间,并且电流检测装置以紧凑的形式实现。