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张学军 《精细石油化工进展》2003,4(11):10-11
柴油抗蜡分散剂PDN -3 0 2 3应用试验表明 ,抗蜡分散剂能有效改变蜡结晶的形状及尺寸 ,抑制蜡结晶的生长 ,有助于蜡晶体在柴油中分布得更均匀。 相似文献
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A new type of polysiloxane modified polyurethane–acrylic hybrid emulsion was synthesized by solvent-free method and the polysiloxane was introduced into the soft segment of polyurethane chains using dihydroxybutyl-terminated polydimethylsiloxane (PDMS). The formed film from the hybrid emulsion could provide obviously higher water-resistance property. The preparation technologies such as the content of carboxy group and acrylic monomer, the rate and the time of emulsification were discussed systematically. The chain structure and the particle size were confirmed by the analysis of Fourier transform infrared spectroscopy and transmission electron microscopy, respectively. The effect of PDMS content on the water resistance and the mechanical property were investigated by absorbed water ratio, water contact angle and dynamic mechanical measurement. 相似文献
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Aluminum–boron carbide particle reinforced composite is an advanced material which can be used in applications such as neutron-shielding
components, aircraft, and aerospace structures. In the microstructural characterization of an Al–7%Si–10%B4C die casting, attention is particularly focused on particle distribution and interface reaction products between B4C particles and the aluminum matrix. The quantitative analysis results show that, in a cross-section of the cast part, more
particles concentrate in the center and fewer particles are present in the wall regions. Moreover, some particle segregation
bands have been observed. The mechanisms of the particle migration are proposed to describe the phenomenon. However, the average
particle fraction in any cross-section of the cast part is almost the same. A barrier layer consisting of several sublayers
was detected on the surface of B4C particles. Using electron diffraction in selected areas, it is found that these sublayers are composed of Al3BC crystals, TiB2 crystals, Si crystals, and coarse stick-shaped TiB2 particles. In addition, it is observed that Si plays an important role in the formation of a dense barrier layer. The barrier
layer can limit B4C decomposition and improve B4C stability in the aluminum melt. 相似文献
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An empirical investigation of bias and variance in time series forecasting: modeling considerations and error evaluation 总被引:1,自引:0,他引:1
Bias and variance play an important role in understanding the fundamental issue of learning and generalization in neural network modeling. Several studies on bias and variance effects have been published in classification and regression related research of neural networks. However, little research has been done in this area for time-series modeling and forecasting. We consider modeling issues related to understanding error components given the common practices associated with neural-network time-series forecasting. We point out the key difference between classification and time-series problems in consideration of the bias-plus-variance decomposition. A Monte Carlo study on the role of bias and variance in neural networks time-series forecasting is conducted. We find that both input lag structure and hidden nodes are important in contributing to the overall forecasting performance. The results also suggest that overspecification of input nodes in neural network modeling does not impact the model bias, but has significant effect on the model variance. Methods such as neural ensembles that focus on reducing the model variance, therefore, can be valuable and effective in time-series forecasting modeling. 相似文献
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