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In mathematics, the logarithm is the inverse function to exponentiation.That means the logarithm of a given number x is the exponent to which another fixed number, the base b, must be raised, to produce that number x.In the simplest case, the logarithm counts repeated multiplication of the same factor; e.g., since 1000 = 10 × 10 × 10 = 10 3, the "logarithm to base 10" of 1000 is 3.. where x is the waveform signal, ε's are independent normally distributed with mean 0 and constant variance σ 2, and a i, b i are model coefficients. An AR model of order p is a special case of ARMA (p, q) with q = 0.Poyhonen et al. applied AR model to vibration signals collected from an induction motor and use the AR model coefficients as extracted features. . Baillie and Mathew compared the.

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