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101.
熔喷生产最终产品质量的控制,对于过程优化具有重要的意义。产品质量的在线检测是过程监测与质量控制必不可少的。本文首次在熔喷系统中引入人工智能的研究方法,对熔喷非织造布的厚度与纤维直径进行在线预测。实测数据与人工神经网络的预测结果吻合较好,从而证实了人工神经网络用于模拟熔喷过程的可行性。网络的输入包括:挤出机温度、喷头温度、熔融体挤出速率、空气流率及接收距离。神经元计算的输出是纤维直径与熔喷非织布的厚度。文中进一步提出了将神经网络与专家系统相结合的研究路线,以实现熔喷过程的优化控制。 相似文献
102.
Y. W. Kim 《International Journal of Thermophysics》2007,28(2):732-741
Thermophysical properties are collective measures of a material to transport dynamical quantities of physical nature on its
surface or through the bulk. As such, the exact nature of couplings between particles in a many-body assembly of building
block atoms or molecules sensitively determines their values. The couplings between nearest neighbors are the product of the
local elemental composition and the material phase. In this study, thermal cycling of a four-element Wood’s alloy specimen
brings out cadmium-rich patches to the top surface of the specimen. An assembly of such patches leads to depth-dependent deviations
of elemental composition from that of the bulk. Surface-layer atoms are driven to form a high temperature laser-produced plasma
(LPP), and time-resolved spectroscopy of their emissions show the variability of elemental composition over surface positions
as well as over depth from the surface. These thermal history-driven composition anomalies contribute to significant variability
in the measured values of spectral emissivity and thermal diffusivity. 相似文献
103.
化学氧化法制备的聚苯胺表面的亲水性差,本文在本征态和不同酸掺杂志聚苯胺的表面上接枝共聚丙烯丙烯酸和丙烯酰胺,明显地改善了聚苯胺的表面亲水性。结果显示,聚苯胺表面经过等离子体处理后,有利于丙烯酸和丙烯酰胺在聚苯胺表面上的接枝共聚,随着接枝量增多,导电率则随之有所下降,此外,利用SEM和反射IR表征了改性反聚苯胺表面的形态和结构。 相似文献
104.
In this study forecast of Turkey's net electricity energy consumption on sectoral basis until 2020 is explored. Artificial neural networks (ANN) is preferred as forecasting tool. The reasons behind choosing ANN are the ability of ANN to forecast future values of more than one variable at the same time and to model the nonlinear relation in the data structure. Founded forecast results by ANN are compared with official forecasts. 相似文献
105.
P. Ravirajan S.A. Haque J.R. Durrant D.D.C. Bradley J. Nelson 《Advanced functional materials》2005,15(4):609-618
We report a study of the effects of polymer optoelectronic properties on the performance of photovoltaic devices consisting of nanocrystalline TiO2 and a conjugated polymer. Three different poly(2‐methoxy‐5‐(2′‐ethylhexoxy)‐1,4‐phenylenevinylene) (MEH‐PPV)‐based polymers and a fluorene–bithiophene copolymer are compared. We use photoluminescence quenching, time‐of‐flight mobility measurements, and optical spectroscopy to characterize the exciton‐transport, charge‐transport, and light‐harvesting properties, respectively, of the polymers, and correlate these material properties with photovoltaic‐device performance. We find that photocurrent is primarily limited by the photogeneration rate and by the quality of the interfaces, rather than by hole transport in the polymer. We have also studied the photovoltaic performance of these TiO2/polymer devices as a function of the fabrication route and device design. Including a dip‐coating step before spin‐coating the polymer leads to excellent polymer penetration into highly structured TiO2 networks, as was confirmed through transient optical measurements of the photoinduced charge‐transfer yield and recombination kinetics. Device performance is further improved for all material combinations studied, by introducing a layer of poly(ethylene dioxythiophene) (PEDOT) doped with poly(styrene sulfonic acid) (PSS) under the top contact. Optimized devices incorporating the additional dip‐coated and PEDOT:PSS layers produced a short‐circuit current density of about 1 mA cm–2, a fill factor of 0.50, and an open‐circuit voltage of 0.86 V under simulated AM 1.5 illumination (100 mW cm–2, 1 sun). The corresponding power conversion efficiency under 1 sun was ≥ 0.4 %. 相似文献
106.
速度密度 10m/s住宅 总被引:4,自引:2,他引:2
本文通过一次参加日本《新建筑》国际住宅竞赛的经历,就未来高密度城市环境中住宅的生存状态进行了探讨。并试图用以速度来定义密度的方式探索当私密性与公共交往之间出现不可调和的矛盾时一种新的解决之道。 相似文献
107.
108.
Shu-Chu Ren Nelson N. Hsu Donald G. Eitzen 《Journal of research of the National Institute of Standards and Technology》2002,107(5):445-473
Pulsed ultrasonic techniques can be and have been used to examine the interface conditions of a bonded structure. To provide a theoretical basis for such testing techniques we model the structure as a layer on top of a half-space, both of different elastic properties, with various interface bonding conditions. The exact dynamic Green’s tensor for such a structure is explicitly derived from the three-dimensional equations of motion. The final solution is a series. Each term of the series corresponds to a successive arrival of a “generalized ray” and each is a definite line integral along a fixed path which can be easily computed numerically. Willis’ method is used in the derivation. A new scheme of automatic generation of the arrivals and ray paths using combinatorial analysis, along with the summation of the corresponding products of reflection coefficients is presented. A FORTRAN code is developed for computation of the Green’s tensor when both the source and the detector are located on the top surface. The Green’s tensor is then used to simulate displacements due to pulsed ultrasonic point sources of known time waveform. Results show that the interface bonding conditions have a great influence on the transient displacements. For example, when the interface bonding conditions vary, some of the first few head waves and regular reflected rays change polarities and amplitudes. This phenomenon can be used to infer the quality of the interface bond of materials in ultrasonic nondestructive evaluation. In addition the results are useful in the study of acoustic microscopy probes, coatings, and geo-exploration. 相似文献
109.
tific Experiment Center of Guangxi Medical University,Nanning 530021,China)Objective:To investigate the mutation pattern of adenomatous polyposis coli(APC),Kirsten-ras(K-ras) and p53 genes in sporadic colorectal cancer tissues.Meth 相似文献
110.