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IntroductionFuzzy clustering is one of the important methodsin pattern recognition. The most widely used fuzzyclustering is the fuzzy c-means (FCM) algorithm[1]which is conceived by Dunn[2]and generalized byBezdek[3]. Based on an objective function, the F… 相似文献
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ZHOU Fu-chang 《上海交通大学学报(英文版)》2005,10(4):446-448,455
The vibration signals of rolling element bearing are produced by a combination of periodic and random processes due to the machine's rotation cycle and interaction with the real world. The combination of such components can give rise to signals, which have periodically time-varying ensemble statistical and are best considered as cyclostationary. When the early fault occurs, the background noise is very heavy, it is difficult to disclose the la- tent periodic components successfully using cyclostationary analysis alone. In this paper the degree of cyclostationarity is combined with wavelet filtering for detection of rolling element bearing early faults. Using the proposed entropy minimization rule. The parameters of the wavelet filter are optimized. This method is shown to be effective in detecting rolling element bearing early fault when cyclostationary analysis by itself fails. 相似文献
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Solid oxide fuel cell (SOFC) has been identified as an effective and clean alternative choice for marine power system. This
paper emphasizes on the dynamic modeling of SOFC power system and its performance based upon marine operating circumstance.
A SOFC power system model has been provided considering thermodynamic and electrochemical reaction mechanism. Subcomponents
of lithium ion battery, power conditioning unit, stack structure and controller are integrated in the model. The dynamic response
of the system is identified according to the inertia of its subcomponent and controller. Validation of the whole system simulation
at steady state and transit period are presented, concerning the effects of thermo inertia, control strategy and seagoing
environment. The simulation results show reasonable accuracy compare with lab test. The models can be used to predict performance
of a SOFC power system and identify the system response when part of the component parameter is adjusted. 相似文献
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