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1.
针对目前工业CT图像转换为3D打印G代码方法效率低的问题,提出一种基于邻层数据匹配的工业CT图像直接转换成G代码的方法。首先采用Canny算子提取工业CT图像的轮廓,然后处理轮廓分叉问题,实现邻层间几何信息数据匹配,其次进行邻层间轮廓插值以满足3D打印层间厚度要求,从而避免"阶梯效应",最后通过填充编码得到用于3D打印的G代码。使用本文提出的方法,轮毂CT图像转换为G代码的时间为10.5 s,耗时远小于其他间接转换方法;3D打印出的轮毂无"阶梯效应",平均尺寸误差率为0.25%。实验结果表明,该方法不涉及中间格式,转换效率高,转换误差与传统方法相当,适用于具有复杂内腔结构的零件。 相似文献
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以205 份中国冬麦区小麦品种(系)为材料,分析其籽粒植酸含量做聚类分析并解析其关联位点。结果表明,两个环境群体植酸含量平均值为4.99 g/kg和3.31 g/kg,变幅分别为17.90 g/kg和10.20 g/kg,变异范围较大。聚类分析将群体材料聚为6类,类间植酸含量差异均显著。推广品种或骨干亲本中,B54、B40、B86和B126植酸含量最低,可做为低植酸小麦育种中重要的亲本。高代品系B131、B141、B181和B149植酸含量最低,结合优异农艺性状,有望选出低值酸含量功能性小麦新品种。共检测到36个与小麦籽粒植酸含量显著关联的单核苷酸多态性(SNP)标记关联位点(P<0.001),分布在2B、3A、3B、3D、6A和6B染色体上,单个关联位点表型变异贡献率为5.73%~9.69%;鉴定出了低值酸含量基因的优异等位变异如Tdurum_contig35799_208-G、Excalibur_c96134_152-C和Tdurum_contig43538_1687-A等对低植酸含量效应较大。 相似文献
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命名实体识别技术是信息抽取、机器翻译、问答系统等多种自然语言处理技术中一项重要的基本任务。近年来,基于深度学习的命名实体识别技术成为一大研究热点。为了方便研究者们了解基于深度学习的命名实体识别研究进展及未来发展趋势,对当前基于卷积神经网络、循环神经网络、transformer模型以及其他一些命名实体识别方法展开综述性介绍,对四类方法进行了深入分析和对比。同时对命名实体识别应用领域以及所涉及到的数据集和评测方法进行了介绍,并对未来的研究方向进行了展望。 相似文献
6.
Pu Mao Jiping Wang Peng Xiao Lixue Zhang Fang Kang Hao Gong 《Ceramics International》2021,47(1):111-120
In this work, we developed a novel system of isovalent Zr4+ and donor Nb5+ co-doped CaCu3Ti4O12 (CCTO) ceramics to enhance dielectric response. The influences of Zr4+ and Nb5+ co-substituting on the colossal dielectric response and relaxation behavior of the CCTO ceramics fabricated by a conventional solid-phase synthesis method were investigated methodically. Co-doping of Zr4+ and Nb5+ ions leads to a significant reduction in grain size for the CCTO ceramics sintered at 1060 °C for 10 h. XRD and Raman results of the CaCu3Ti3.8-xZrxNb0.2O12 (CCTZNO) ceramics show a cubic perovskite structure with space group Im-3. The first principle calculation result exhibits a better thermodynamic stability of the CCTO structure co-doped with Zr4+ and Nb5+ ions than that of single-doped with Zr4+ or Nb5+ ion. Interestingly, the CCTZNO ceramics exhibit greatly improved dielectric constant (~105) at a frequency range of 102–105 Hz and at a temperature range of 20–210 °C, indicating a giant dielectric response within broader frequency and temperature ranges. The dielectric properties of CCTZNO ceramics were analyzed from the viewpoints of defect-dipole effect and internal barrier layer capacitance (IBLC) model. Accordingly, the immensely enhanced dielectric response is primarily ascribed to the complex defect dipoles associated with oxygen vacancies by co-doping Zr4+ and Nb5+ ions into CCTO structure. In addition, the obvious dielectric relaxation behavior has been found in CCTZNO ceramics, and the relaxation process in middle frequency regions is attributed to the grain boundary response confirmed by complex impedance spectroscopy and electric modulus. 相似文献
7.
Bowen Lv Zhaoliang Qu Baosheng Xu Yiguang Wang Daining Fang 《Ceramics International》2021,47(12):16547-16554
A numerical model is developed for surface crack propagation in brittle ceramic coatings, aiming at the intrinsic failure of rare-earth silicate environmental barrier coating systems (EBCs) under combustion conditions in advanced gas turbines. The main features of progressive degradation of EBCs in such conditions are captured, including selective silica vaporization in the top coat due to exposure to water vapor, diffusion path-dependent bond coat oxidation, as well as crack propagation during cyclic thermal loading. In light of these features, user-defined subroutines are implemented in finite element analysis, where surface crack growth is simulated by node separation. Numerical results are validated by existing experimental data, in terms of monosilicate layer thickening, thermal oxide growth, and fracture behaviors. The experimentally observed quasi-linear oxidation in the early stage is also elucidated. Furthermore, it is suggested that surface crack undergoes rapid propagation in the late stage of extended thermal cycling in water vapor and leads to catastrophic failure, driven by both thermal mismatch and oxide growth stresses. The latter is identified as the dominant mechanism of penetration. Based on detailed analyses of failure mechanisms, the optimization strategy of EBCs composition is proposed, balancing the trade-off between mechanical compliance and erosion resistance. 相似文献
8.
In order to obtain casein edible films with great packing performance, gelatin as the reinforcing additive with different ratios were loaded via two methods including layer- by- layer and blending. A comparative study on structure properties between double layers and blending films made from casein and gelatin was obtained by scanning electron microscopy and Fourier transform infrared spectroscopy. The difference between the films' packing characters were conducted by water vapor permeability (WVP), optical property, and mechanical properties (including tensile strength (TS) and elongation (EAB)). The results showed that the degree of films roughness increased and the structural stability decreased as the increase of gelatin additive ratio in both double layers and blending films. Thickness and WVP both displayed a trend of increasing first then decreasing at the dividing of gelatin instead of casein in 50%. Importantly, WVP values in double layers film with a largest value of 6.95 gm−1Pa−1s−1 was higher than blending films, observably (P < 0.05). Additionally, TS in blending film was increased by 23.44% than double layers film under the gelatin additive proportion of 70%, and EAB value in double layers film was larger by 207.65% than blending film under the gelatin additive proportion of 10%. 相似文献
9.
Yuji Ma Mei Fang Ming Huang Na Zhang Bo Lu Peipei Yang Chuntai Liu Changyu Shen 《应用聚合物科学杂志》2021,138(36):50924
Up to now, it is a major challenge to protect leading edge of the blades from solid particle erosion. Herein, we propose a structure optimization strategy to fabricate non-woven (NW) enhanced thermoplastic polyurethane nanocomposite films (thermoplastic polyurethane [TPU] - NW@G/Cx) with “sandwich - like” structure by hot pressing technology. TPU NW/graphene nanoplates/carbon nanotube (NW@G/Cx) interlayer film were first fabricated by spraying method. Then the interlayer film was laminated between TPU films to fabricate nanocomposite films. Such prepared TPU - NW@G/Cx film shows excellent solid particle erosion resistance and high-tensile strength. For example, the “steel-and-mortar” structure of NW fabric in TPU film results in high-tensile strength of 45 MPa and storage modulus of 21.2 MPa for TPU - NW@G/C1.0, increasing by 25% and 171% compared with original TPU film (35 MPa, 8 MPa), respectively. In addition, compared with pure TPU film, the “sandwich - like” structure endows TPU - NW@G/C1.2 with excellent solid particle erosion resistance and the thermal conductivity (0.251 W/m·K). These superior properties extends application of the TPU - NW@G/Cx film on wind turbine blades. 相似文献
10.
用扫描电镜、动态接触角测量仪、拉压试验机等,对不同表面处理镁合金的表面形貌和特性、玻璃纤维增强树脂/镁合金叠层板(GFRR/Mg)的界面形貌和力学性能进行分析.结果表明:表面处理可提高镁合金表面能和GFRR/Mg叠层板的力学性能.经磷酸盐处理和高锰酸盐处理后,镁合金的表面能分别为85.97 mJ/m2和92.04 mJ/m2,比打磨处理增加了53.7%和64.6%,表面润湿性明显改善.磷酸盐和高锰酸盐处理镁合金制备的GFRR/Mg叠层板界面结合良好,抗拉强度和弯曲强度比打磨处理的GFRR/Mg叠层板稍高. 相似文献