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331.
Since vibration signals of hydraulic pump are mostly nonlinear and traditional fusion algorithm cannot satisfyingly process them,a morphological undecimated wavelet decomposition fusion(MUWDF)algorithm is proposed.Firstly,under the framework of morphological undecimated wavelet decomposition(MUWD),multi-channel signals are decomposed.Approximate signals of all decomposition layers are selected by feature energy factor and fused according to the presented fusion rules.Furthermore,specific method for optimal selection of MUWDF parameters is presented to avoid subjective influences.Finally,the proposed algorithm is verified by simulation signals and pump vibration signals. 相似文献
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本文通过对中航工业多年从事大型飞机结构试验的专家进行问卷调查,将大型飞机结构试验项目的主要风险识别分为四类:经费、技术、进度和过程。在此基础上,考虑在大型飞机结构试验项目生命周期的不同发展阶段存在成本、时间、质量的相互约束关系,采用模糊层次分析法,得出了在该项目实施阶段各风险因素的综合风险损失及排序,并提出了风险管理措施建议。 相似文献
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国际金融危机及其引发的全球经济衰退,使工具工业经受了严重的冲击。随着中国经济的回升和经济结构的调整,现代制造业发展的速度正在加快。由于制造业的加工技术水平受刀具行业整体水平的影响较大,制造业的发展会促进刀具行业的发展,从而为工具企业提供了一个良好的市场机遇。在新的发展形势下,工具行业需要打破资源浪费、低水平扩张、粗放式经营的现状,实施产业结构调整。面对日益增多的难加工材料,根据制造业发展的需要,刀具行业必须改进刀具材料、研发新的刀具材料和更合理的刀具结构。 相似文献
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Fast Online Approximation for Hard Support Vector Regression and Its Application to Analytical Redundancy for Aeroengines 总被引:1,自引:1,他引:0
The hard support vector regression attracts little attention owing to the overfitting phenomenon. Recently, a fast offline method has been proposed to approximately train the hard support vector regression with the generation performance comparable to the soft support vector regression. Based on this achievement, this article advances a fast online approximation called the hard support vector regression (FOAHSVR for short). By adopting the greedy stagewise and iterative strategies, it is capable of online estimating parameters of complicated systems. In order to verify the effectiveness of the FOAHSVR, an FOAHSVR-based analytical redundancy for aeroengines is developed. Experiments on the sensor failure and drift evidence the viability and feasibility of the analytical redundancy for aeroengines together with its base-FOAHSVR. In addition, the FOAHSVR is anticipated to find applications in other scientific-technical fields. 相似文献
339.
Suppressing jitter noises in a phase locked loop(PLL) is of great importance in order to keep precise and continuous track of global positioning system(GPS) signals characterized by low carrier-to-noise ratio(C/N0).This article proposes and analyzes an improved Kalman-filter-based PLL to process weak carrier signals in GPS software receivers.After reviewing the optimal-bandwidth-based traditional second-order PLL,a Kalman-filter-based estimation algorithm is implemented for the new PLL by decorrelating the model error noises and the measurement noises.Finally,the efficiency of this new Kalman-filter-based PLL is verified by experimental data.Compared to the traditional second-order PLL,this new PLL is in position to make correct estimation of the carrier phase differences and Doppler shifts with less overshoots and noise disturbances and keeps an effective check on the disturbances out of jitter noises in PLL.The results show that during processing normal signals,this improved PLL reduces the standard deviation from 0.010 69 cycle to 0.007 63 cycle,and for weak signal processing,the phase jitter range and the Doppler shifts can be controlled within ±17° and ±5Hz as against ±25° and ±15 Hz by the traditional PLL. 相似文献
340.