This paper proposes a novel measure, called the Hölder exponent, which is based on the multifractal time series analysis. Due to the simplicity and rapidity of calculation, the new method is suitable for demand of real-time in fault diagnosis. By tuning the sensibility of Hölder exponent for a time series, the method captures the concise multifractal properties in any circumstances with two parameters.