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3D numerical manifold method for crack propagation in rock materials using a local tracking algorithm
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作者 Boyi Su Tao Xu +3 位作者 Genhua Shi Michael J.Heap Xianyang Yu Guanglei Zhou 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第6期3449-3463,共15页
The modeling of crack growth in three-dimensional(3D)space poses significant challenges in rock mechanics due to the complex numerical computation involved in simulating crack propagation and interaction in rock mater... The modeling of crack growth in three-dimensional(3D)space poses significant challenges in rock mechanics due to the complex numerical computation involved in simulating crack propagation and interaction in rock materials.In this study,we present a novel approach that introduces a 3D numerical manifold method(3D-NMM)with a geometric kernel to enhance computational efficiency.Specifically,the maximum tensile stress criterion is adopted as a crack growth criterion to achieve strong discontinuous crack growth,and a local crack tracking algorithm and an angle correction technique are incorporated to address minor limitations of the algorithm in a 3D model.The implementation of the program is carried out in Python,using object-oriented programming in two independent modules:a calculation module and a crack module.Furthermore,we propose feasible improvements to enhance the performance of the algorithm.Finally,we demonstrate the feasibility and effectiveness of the enhanced algorithm in the 3D-NMM using four numerical examples.This study establishes the potential of the 3DNMM,combined with the local tracking algorithm,for accurately modeling 3D crack propagation in brittle rock materials. 展开更多
关键词 3d numerical manifold method(3d NMM) Crack propagation Local tracking algorithm Brittle materials
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3D打印结合PBL教学法在骨科临床教学中的应用 被引量:1
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作者 米雷 张玲 +4 位作者 袁志根 盖景颖 邹明 王将军 庞耀文 《中国高等医学教育》 2025年第3期124-126,共3页
目的:探讨将3D打印与PBL临床教学模式相结合应用于骨科临床实践教学中的效果。方法:选择2016年7月至2020年7月在湖南省第二人民医院(湖南中医药大学附属人民医院)实习的学生共120人,随机分为传统教学组、PBL教学组、3D打印结合PBL教学组... 目的:探讨将3D打印与PBL临床教学模式相结合应用于骨科临床实践教学中的效果。方法:选择2016年7月至2020年7月在湖南省第二人民医院(湖南中医药大学附属人民医院)实习的学生共120人,随机分为传统教学组、PBL教学组、3D打印结合PBL教学组,分别由同一组教师采用不同的教学方法,教学结束后分别对学生的知识理解深度、教学内容吸引力、思考启发力、学生学习兴趣、学生满意度等方面对教学效果进行评价分析。结果:3D打印结合PBL教学组在知识理解深度、教学内容吸引力、思考启发力、学生学习兴趣以及满意度方面均优于传统教学组及PBL教学组,结果有统计学意义(P<0.05)。结论:将3D打印与PBL教学法结合引入骨科临床教学中,不仅弥补了PBL教学的一些不足之处,而且有效地提高了学生学习骨科知识的兴趣,激发学生学习的积极性和主动性,提高了学生的逻辑思维能力及分析解决问题的能力,是一种科学、有效、可行的教学方法。 展开更多
关键词 3d打印 PBL教学法 骨科 临床教学
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3D Evaluation Method of Cutting Surface Topography of Carbon / Phenolic (C/Ph) Composite 被引量:4
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作者 周鹏 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS 2011年第3期459-463,共5页
3D evaluation method of cutting surface topography for C/Ph composites was established.The cutting surface was measured by Talyscan 150,using 3D non-contact measurement.Through the results of 2D and 3D roughness evalu... 3D evaluation method of cutting surface topography for C/Ph composites was established.The cutting surface was measured by Talyscan 150,using 3D non-contact measurement.Through the results of 2D and 3D roughness evaluating for C/Ph composite and Duralumin,the 2D evaluation method of the cutting surface topography of C/Ph composite loses a lot of information,the characteristics of the surface topography of C/Ph composite can be comprehensively and authentically evaluated only by 3D evaluation method.Furthermore,3D amplitude and spatial parameters were adopted to evaluate the surface.The results show that: the topography of the C/Ph composite is anisotropic,there are more valleys in the machined surface of C/Ph than that of duralumin,and there are not obvious feeding textures for C/Ph,which indicates the machining mechanism is different from the metal.In conclusion,the topography of the C/Ph composite cutting surface is anisotropic;the cutting surface of C/Ph composite needs 3D evaluation method. 展开更多
关键词 C/Ph composite surface topography 3d evaluation method
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A 3D evaluation method of cutting surface topography of carbon/carbon(C/C) composite 被引量:1
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作者 周鹏 Zhao Fuling 《High Technology Letters》 EI CAS 2010年第4期366-372,共7页
This paper aims to establish a 3D evaluation method for cutting surface topography of C/C composites. The cutting surface is measured by Talyscan 150, using 3D non-contact measurement. By evaluating 2D and 3D roughnes... This paper aims to establish a 3D evaluation method for cutting surface topography of C/C composites. The cutting surface is measured by Talyscan 150, using 3D non-contact measurement. By evaluating 2D and 3D roughness of C/C composite and Duralumin, the 2D evaluation method of the cutting surface topography of C/C composite loses a lot of information, and the characteristics of the surface topography of C/C composite can be comprehensively and authentically evaluated only by the 3D evaluation method. Furthermore, 3D amplitude and spatial parameters are adopted to evaluate the surface and the results show that: the topography of the C/C composite is anisotropy and there are no obvious feeding textures but abrupt peaks and valleys on surface of the C/C composite, which indicates that the machining mecha- nism is different from that of the metal. In conclusion, The C/C composite surface is evaluated using a 3D evaluation method, the roughness error is small, and the unique topography characteristics earl be au- thentically evaluated. 展开更多
关键词 C/C composite surface topography 3d evaluation method
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A 3D shell-like approach using element-free Galerkin method for analysis of thin and thick plate structures 被引量:7
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作者 Yu Yin Lin-Quan Yao Yang Cao 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2013年第1期85-98,共14页
A new efficient meshless method based on the element-free Galerkin method is proposed to analyze the static deformation of thin and thick plate structures in this paper. Using the new 3D shell-like kinematics in analo... A new efficient meshless method based on the element-free Galerkin method is proposed to analyze the static deformation of thin and thick plate structures in this paper. Using the new 3D shell-like kinematics in analogy to the solid-shell concept of the finite element method, discretization is carried out by the nodes located on the upper and lower surfaces of the structures. The approximation of all unknown field variables is carried out by using the moving least squares (MLS) approximation scheme in the in-plane directions, while the linear interpolation is applied through the thickness direction. Thus, different boundary conditions are defined only using displacements and penalty method is used to enforce the essential boundary conditions. The constrained Galerkin weak form, which incorporates only dis- placement degrees of freedom (d.o.f.s), is derived. A modified 3D constitutive relationship is adopted in order to avoid or eliminate some self-locking effects. The numeric efficiency of the proposed meshless formulation is illustrated by the numeric examples. 展开更多
关键词 Meshless methods 3d shell-like Moving least squares approximation SELF-LOCKING Thin plate
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Numerical simulation of standing wave with 3D predictor-corrector finite difference method for potential flow equations 被引量:3
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作者 罗志强 陈志敏 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2013年第8期931-944,共14页
A three-dimensional (3D) predictor-corrector finite difference method for standing wave is developed. It is applied to solve the 3D nonlinear potential flow equa- tions with a free surface. The 3D irregular tank is ... A three-dimensional (3D) predictor-corrector finite difference method for standing wave is developed. It is applied to solve the 3D nonlinear potential flow equa- tions with a free surface. The 3D irregular tank is mapped onto a fixed cubic tank through the proper coordinate transform schemes. The cubic tank is distributed by the staggered meshgrid, and the staggered meshgrid is used to denote the variables of the flow field. The predictor-corrector finite difference method is given to develop the difference equa- tions of the dynamic boundary equation and kinematic boundary equation. Experimental results show that, using the finite difference method of the predictor-corrector scheme, the numerical solutions agree well with the published results. The wave profiles of the standing wave with different amplitudes and wave lengths are studied. The numerical solutions are also analyzed and presented graphically. 展开更多
关键词 three-dimensional 3d nonlinear potential flow equation predictor-corrector finite difference method staggered grid nested iterative method 3d sloshing
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3D打印技术联合BOPPPS教学法在泌尿外科实习教学中的应用效果
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作者 赖德辉 甄杏姝 +5 位作者 戴晓琪 黄妹 詹一飞 杜宇轩 李鎏强 卞军 《国际医药卫生导报》 2025年第4期534-538,共5页
目的探讨3D打印技术联合BOPPPS教学法在泌尿外科实习教学中的应用效果。方法采用前瞻性研究,选取2023年9月至2024年5月在广州医科大学附属第五医院泌尿外科实习的110例学生,通过随机数字表法分为对照组(55例)和试验组(55例)。对照组男3... 目的探讨3D打印技术联合BOPPPS教学法在泌尿外科实习教学中的应用效果。方法采用前瞻性研究,选取2023年9月至2024年5月在广州医科大学附属第五医院泌尿外科实习的110例学生,通过随机数字表法分为对照组(55例)和试验组(55例)。对照组男31例、女24例,年龄22~25岁,采用3D打印技术联合传统教学法;试验组男25例、女30例,年龄22~24岁,采用3D打印技术联合BOPPPS教学法。对比两组理论知识及实践考核(问诊、查体及病历书写、阅片诊断)情况,并对试验组学生进行教学效果调研。统计学方法采用Mann-Whitney U检验。结果两组泌尿外科实习学生理论知识成绩比较,差异无统计学意义(P>0.05)。试验组问诊、查体及病历书写能力与阅片诊断能力均高于对照组[94.0(91.5,97.0)分比87.0(82.5,91.0)分、91.0(86.0,95.0)分比75.0(70.0,81.5)分],差异均有统计学意义(Z=-6.640、-7.750,均P<0.05)。问卷调查结果显示,96.4%的学生认可3D打印技术结合BOPPPS教学法,89.1%的学生对教学安排表示满意,100.0%的学生对BOPPPS教学法的参与性学习阶段表示满意,85.5%的学生认可本课程的出科考核形式,92.7%的学生认为3D打印技术结合BOPPPS教学法能提高自己对知识的理解力,89.1%的学生认为能增强自己的实践能力、促进自己的创新思维,85.5%的学生认为能培养自己的团队协作能力。结论在泌尿外科临床见习教学中,3D打印技术联合BOPPPS教学法有助于加强学生对泌尿外科结构、疾病的理解,且能取得较好的教学效果。 展开更多
关键词 3d打印技术 BOPPPS教学法 泌尿外科 临床教学 医学教育
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HB穿层加筋3D打印混凝土层间黏结性能研究
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作者 罗晓瑜 习熠栋 +3 位作者 李明阳 赵禹旗 胡嘉伟 是昊 《中国公路学报》 北大核心 2025年第12期404-415,共12页
为了改善3D打印混凝土结构层间薄弱面的黏结性能,提升桥梁打印构件,尤其是主梁构件的抗弯承载能力,推动3D打印技术在桥梁工程的进一步应用,提出一种鱼骨形(Herringbone, HB)加强筋,对3D打印混凝土构件进行穿层加筋增强。设计并制备了多... 为了改善3D打印混凝土结构层间薄弱面的黏结性能,提升桥梁打印构件,尤其是主梁构件的抗弯承载能力,推动3D打印技术在桥梁工程的进一步应用,提出一种鱼骨形(Herringbone, HB)加强筋,对3D打印混凝土构件进行穿层加筋增强。设计并制备了多种加筋试件,分别进行了直接拉伸试验、劈裂拉伸试验与直接剪切试验,研究HB加强筋对打印构件层间界面黏结性能的影响。试验结果显示,HB加强筋的引入显著增强了打印试件的抗拉性能与抗剪性能。与无加筋的对照组试件相比,试件垂直于层间界面方向(Z方向)的抗拉强度从0.832 MPa提升至1.823 MPa,提升了119%;沿打印路径方向(X方向)的劈裂强度从1.262 MPa提升至2.387 MPa,提升了89%;垂直于打印路径方向(Y方向)的劈裂强度从1.179 MPa提升至2.212 MPa,提升了87%;X方向抗剪强度从1.487 MPa提升至3.819 MPa,提升了156%;Y方向抗剪强度从0.897 MPa提升至3.350 MPa,提升了273%。这些结果表明,使用HB加强筋作穿层布置可以有效地提高打印构件的层间界面黏结性能,尤其是抗拉和抗剪性能。此外,通过荷载-位移曲线分析,揭示了未加筋与加筋试件在承受荷载时的典型特征,证明了加强筋的植入不仅提高了试件的层间界面力学强度,还增强了3D打印试件的结构韧性。最后,根据试验结果,基于半理论半经验的方法回归了3D打印加筋试件的抗拉和抗剪强度计算公式,为加筋3D打印混凝土的工程应用提供了理论支持。 展开更多
关键词 桥梁工程 HB加强筋 混凝土3d打印 层间增强法 荷载-位移曲线 界面力学性能
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基于3D-DIC方法的船体薄板剪切稳定性试验研究
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作者 李晓文 朱兆一 +3 位作者 彭苗娇 陈清林 蔡应强 李妍 《船舶力学》 北大核心 2025年第10期1608-1617,共10页
板结构的稳定性在船舶设计和强度校核中占据重要地位。为研究船体薄板的剪切稳定性,本文设计画框式夹具对方形薄板进行面内剪切屈曲试验,试验中采用三维数字图像相关法(3 Dimensions Digital Image Correlation,简称3D-DIC),获得了载荷... 板结构的稳定性在船舶设计和强度校核中占据重要地位。为研究船体薄板的剪切稳定性,本文设计画框式夹具对方形薄板进行面内剪切屈曲试验,试验中采用三维数字图像相关法(3 Dimensions Digital Image Correlation,简称3D-DIC),获得了载荷-端部伸长率曲线、全场位移/应变等力学响应信息。载荷-端部伸长率关系揭示了薄板在面内剪切工况下的承载特性,确定了屈曲失稳临界载荷;通过分析薄板在典型时刻的位移场、应变场信息,发现薄板的法向变形会随面内剪切载荷增加而增大。薄板失稳后,沿垂直对角线存在对称分布的三个半波,内部波幅大于外部波幅,应变波形和云图在后屈曲过程中会趋于稳定。通过分析薄板关键点的法向位移和米塞斯应变随时间的响应曲线,提出并验证了一种识别面内受剪薄板屈曲失稳的新方法。本文为船用薄板面内剪切稳定性的试验研究和力学行为分析等提供了有益参考。 展开更多
关键词 剪切稳定性 薄板 3d-DIC方法 屈曲
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3D magnetotelluric inversions with unstructured finite-element and limited-memory quasi-Newton methods 被引量:9
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作者 Cao Xiao-Yue Yin Chang-Chun +3 位作者 Zhang Bo Huang Xin Liu Yun-He Cai Jing 《Applied Geophysics》 SCIE CSCD 2018年第3期556-565,共10页
Traditional 3D Magnetotelluric(MT) forward modeling and inversions are mostly based on structured meshes that have limited accuracy when modeling undulating surfaces and arbitrary structures. By contrast, unstructured... Traditional 3D Magnetotelluric(MT) forward modeling and inversions are mostly based on structured meshes that have limited accuracy when modeling undulating surfaces and arbitrary structures. By contrast, unstructured-grid-based methods can model complex underground structures with high accuracy and overcome the defects of traditional methods, such as the high computational cost for improving model accuracy and the difficulty of inverting with topography. In this paper, we used the limited-memory quasi-Newton(L-BFGS) method with an unstructured finite-element grid to perform 3D MT inversions. This method avoids explicitly calculating Hessian matrices, which greatly reduces the memory requirements. After the first iteration, the approximate inverse Hessian matrix well approximates the true one, and the Newton step(set to 1) can meet the sufficient descent condition. Only one calculation of the objective function and its gradient are needed for each iteration, which greatly improves its computational efficiency. This approach is well-suited for large-scale 3D MT inversions. We have tested our algorithm on data with and without topography, and the results matched the real models well. We can recommend performing inversions based on an unstructured finite-element method and the L-BFGS method for situations with topography and complex underground structures. 展开更多
关键词 Magnetotelluric(MT) 3d inversion UNSTRUCTURED fi nite-element method QUASI-NEWTON method L-BFGS
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The Application of Geostatistical Methods to Prepare the 3D Petrophysical Model of Oil Reservoir 被引量:1
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作者 Hakimeh Amanipoor Mohammad Ghafoori Gholam Reza Lashkaripour 《Open Journal of Geology》 2013年第1期7-18,共12页
In this study, the petrophysical parameters such as density, sonic, neutron, and porosity were investigated and presented in the 3D models. The 3D models were built using geostatistical method that is used to estimate... In this study, the petrophysical parameters such as density, sonic, neutron, and porosity were investigated and presented in the 3D models. The 3D models were built using geostatistical method that is used to estimate studied parameters in the entire reservoir. For this purpose, the variogram of each parameter was determined to specify spatial correlation of data. Resulted variograms were non-monotonic. That shows anisotropy of structure. The lithology and porosity parameters are the main causes of this anisotropy. The 3D models also show that petrophysical data has higher variation in north part of reservoir than south part. In addition to, the west limb of reservoir shows higher porosity than east limb. The variation of sonic and neutron data are similar whereas the density data has opposed variation. 展开更多
关键词 3d Petrophysical Model Geostatistical method VARIOGRAM ANISOTROPIC STRUCTURE
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High Efficient Methods of Content-based 3D Model Retrieval 被引量:5
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作者 WU Yuanhao TIAN Ling LI Chenggang 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2013年第2期248-256,共9页
Content-based 3D model retrieval is of great help to facilitate the reuse of existing designs and to inspire designers during conceptual design. However, there is still a gap to apply it in industry due to the low tim... Content-based 3D model retrieval is of great help to facilitate the reuse of existing designs and to inspire designers during conceptual design. However, there is still a gap to apply it in industry due to the low time efficiency. This paper presents two new methods with high efficiency to build a Content-based 3D model retrieval system. First, an improvement is made on the "Shape Distribution (D2)" algorithm, and a new algorithm named "Quick D2" is proposed. Four sample 3D mechanical models are used in an experiment to compare the time cost of the two algorithms. The result indicates that the time cost of Quick D2 is much lower than that of D2, while the descriptors extracted by the two algorithms are almost the same. Second, an expandable 3D model repository index method with high performance, namely, RBK index, is presented. On the basis of RBK index, the search space is pruned effectively during the search process, leading to a speed up of the whole system. The factors that influence the values of the key parameters of RBK index are discussed and an experimental method to find the optimal values of the key parameters is given. Finally, "3D Searcher", a content-based 3D model retrieval system is developed. By using the methods proposed, the time cost for the system to respond one query online is reduced by 75% on average. The system has been implemented in a manufacturing enterprise, and practical query examples during a case of the automobile rear axle design are also shown. The research method presented shows a new research perspective and can effectively improve the content-based 3D model retrieval efficiency. 展开更多
关键词 3d model retrieval high efficient methods shape descriptor extraction model repository index
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Simulation of seafloor electrical resistivity measuring equipment based on 3D finite element method
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作者 NAN Zeyu FAN Xiaomin ZHANG Yi XU Jun 《Global Geology》 2012年第2期172-175,共4页
In order to explore the mineral resources buried in sea mud,it is necessary to use seabed resistivity measuring equipment,which works closer to the sediments than ordinary ship-based geophysical measuring equipment. B... In order to explore the mineral resources buried in sea mud,it is necessary to use seabed resistivity measuring equipment,which works closer to the sediments than ordinary ship-based geophysical measuring equipment. Because of the harsh environment of seafloor,high pressure and highly conductive seawater,marine magnetotelluric method developed slowly. The sea floor environment is similar to the environment of logging, According to the design of dual lateral logging equipment,a new equipment for seafloor electrical resistivity measurement is designed. Four 3D FEM models that contain resistivity abnormal targets are built to test the ability of this equipment to locate different shape of shallow buried resistivity abnormal targets in sea mud. The authors propose the method to correct the response curve while the bottom surface of this equipment is suspended or not parallel to the seafloor. The resistivity of targets can be calculated accurately. 展开更多
关键词 3d FEM method dual later log gas hydrate polymetallic nodules seafloor electrical resistivity measurement equipment
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VR手术模拟联合3D打印技术在耳科手术技能训练中的应用
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作者 赵堃 王乐 +1 位作者 叶放蕾 王漾 《中国继续医学教育》 2025年第8期129-133,共5页
目的 研究虚拟现实(virtual reality,VR)手术模拟联合3D打印技术在耳科手术技能训练中的应用效果。方法 纳入2022年9月9—11日参加郑州大学第一附属医院颞骨解剖培训班的40名耳科医师作为研究对象。采用随机数字表法将学员分为2组,VR组(... 目的 研究虚拟现实(virtual reality,VR)手术模拟联合3D打印技术在耳科手术技能训练中的应用效果。方法 纳入2022年9月9—11日参加郑州大学第一附属医院颞骨解剖培训班的40名耳科医师作为研究对象。采用随机数字表法将学员分为2组,VR组(n=20)接受VR手术模拟训练(2次,每次2 h);VR联合3D打印组(n=20)先进行2 h VR手术模拟训练,随后使用3D打印颞骨模型进行2 h解剖操作。培训结束后,2组受试者均接受2 h传统颞骨解剖训练,完成乳突切除术。主要评估指标为基于任务的检查表(task-based checklist,TBC)得分,分别在VR手术模拟训练、解剖3D打印模型及颞骨解剖阶段进行对比分析。结果 在连续的训练中2组的TBC得分均高于前一次,差异有统计学意义(P<0.001),并且2组间得分差异有统计学意义(P<0.001)。在第2次训练及最终的颞骨解剖环节中VR联合3D打印组的TBC得分均高于VR组,差异有统计学意义(P<0.001)。结论 VR手术模拟训练与3D打印技术均可有效提升耳科医师手术操作能力,联合训练的表现更优,提示2种技术具有协同强化效应,为优化耳科手术培训路径提供了证据。 展开更多
关键词 手术模拟系统 3d打印技术 耳科 颞骨手术 乳突切除术 教学方法
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Delta结构FDM 3D打印机成型精度控制方法 被引量:2
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作者 黄振兴 剡昌锋 +1 位作者 杨思维 梁玥卓 《制造业自动化》 2025年第6期75-84,共10页
随着FDM 3D打印技术的快速发展,各行业对打印效率和成型精度的要求日益提高。针对Delta结构FDM 3D打印机成型精度不足的问题,提出了一种基于BP神经网络与PID控制算法相结合的运动系统控制策略。通过将BP神经网络引入打印装置的运动控制... 随着FDM 3D打印技术的快速发展,各行业对打印效率和成型精度的要求日益提高。针对Delta结构FDM 3D打印机成型精度不足的问题,提出了一种基于BP神经网络与PID控制算法相结合的运动系统控制策略。通过将BP神经网络引入打印装置的运动控制系统,实现了控制参数的动态自适应调整,从而有效提升了打印过程的稳定性和精确性。实验结果表明,该控制策略显著降低了打印误差,改善了成型件的表面质量和尺寸精度。本研究为Delta结构FDM 3D打印机的精度提升提供了新的解决方案,对推动3D打印技术的发展具有重要的理论意义和实际应用价值。 展开更多
关键词 Delta结构 FDM 3d打印机 成型精度 控制方法
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3D Model Retrieval Method Based on Affinity Propagation Clustering 被引量:2
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作者 Lin Lin Xiao-Long Xie Fang-Yu Chen 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2013年第3期12-21,共10页
In order to improve the accuracy and efficiency of 3D model retrieval,the method based on affinity propagation clustering algorithm is proposed. Firstly,projection ray-based method is proposed to improve the feature e... In order to improve the accuracy and efficiency of 3D model retrieval,the method based on affinity propagation clustering algorithm is proposed. Firstly,projection ray-based method is proposed to improve the feature extraction efficiency of 3D models. Based on the relationship between model and its projection,the intersection in 3D space is transformed into intersection in 2D space,which reduces the number of intersection and improves the efficiency of the extraction algorithm. In feature extraction,multi-layer spheres method is analyzed. The two-layer spheres method makes the feature vector more accurate and improves retrieval precision. Secondly,Semi-supervised Affinity Propagation ( S-AP) clustering is utilized because it can be applied to different cluster structures. The S-AP algorithm is adopted to find the center models and then the center model collection is built. During retrieval process,the collection is utilized to classify the query model into corresponding model base and then the most similar model is retrieved in the model base. Finally,75 sample models from Princeton library are selected to do the experiment and then 36 models are used for retrieval test. The results validate that the proposed method outperforms the original method and the retrieval precision and recall ratios are improved effectively. 展开更多
关键词 feature extraction project ray-based method affinity propagation clustering 3d model retrieval
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改进YOLOv5的高密度聚乙烯管热熔接头3D全聚焦成像缺陷识别分析 被引量:2
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作者 肖权旌 王强 +3 位作者 谷小红 许卫荣 刘剑锋 国树东 《应用声学》 北大核心 2025年第1期88-96,共9页
为保障聚乙烯管热熔接头缺陷识别效率和准确性,该文提出一种基于改进YOLOv5的高密度聚乙烯管热熔接头3D全聚焦成像缺陷识别方法。首先,在YOLOv5模型的特征提取网络中加入SE注意力机制模块,提高不明显缺陷的边缘特征提取,在预测网络中,... 为保障聚乙烯管热熔接头缺陷识别效率和准确性,该文提出一种基于改进YOLOv5的高密度聚乙烯管热熔接头3D全聚焦成像缺陷识别方法。首先,在YOLOv5模型的特征提取网络中加入SE注意力机制模块,提高不明显缺陷的边缘特征提取,在预测网络中,将原始YOLOv5的损失函数改为SIoU损失函数,提高模型回归效率和收敛速度,更有利于模型的优化;其次,对高密度聚乙烯试块典型缺陷(ϕ1 mm、ϕ2 mm、ϕ3 mm)进行3D全聚焦成像检测实验,采集原始的3D全聚焦缺陷图谱,完成图像增广并建立数据集;最后,采用迁移学习策略对改进模型进行训练,获取最优模型并进行评价。结果表明:该方法与传统YOLOv5相比,其准确率提升了2.4%,召回率提升了3.1%,较好解决检测人员错检、漏检等情况,提高检测效率。 展开更多
关键词 全聚焦成像 3d成像 高密度聚乙烯管 缺陷识别 深度学习
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Damage Simulation for 3D Braided Composites by Homogenization Method 被引量:3
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作者 Dong Jiwei Feng Miaolin 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2010年第6期677-685,共9页
In order to study the failure patterns and strength of 3D braided composites from the microscopic view, the damage propagation under tensile loading steps in three kinds of unit cells is simulated. The homogenization ... In order to study the failure patterns and strength of 3D braided composites from the microscopic view, the damage propagation under tensile loading steps in three kinds of unit cells is simulated. The homogenization formula of micro-stress and the solving approach of finite element method are given firstly. A criterion is presented to determine the damage and its pattern of each element, and then the stiffness degradation method based on Murakami's geometric damage theory is used to simulate the status of damage under tensile loading steps for three kinds of unit cells. It can be seen that the damage percentage and damage pattern of damaged unit cell are totally different for different kind of unit cells. More damaged elements are observed for face cell and corner cell than that for body cell. It is also observed that the damage firstly occurs at the area of face cell, which agrees well with experimental results. It is verified that considering the effects of face and corner cells are important for the damage and strength analysis of 3D braided composites. 展开更多
关键词 DAMAGE 3d braided composites meso-structure HOMOGENIZATION finite element method
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“以赛促教”视域下高职课程项目式教学改革探索——以《产品创新设计与3D打印》为例 被引量:1
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作者 邱增明 《时代汽车》 2025年第7期56-58,共3页
本文主要针对《产品创新设计与3D打印》课程在实施过程中面临的实际问题,融合技能大赛精选赛题重构课程教学项目。本文介绍了该课程项目式教学改革的实施路径,从基于竞赛任务重构教学项目、模拟赛事流程组织教学过程,到引入竞赛标准完... 本文主要针对《产品创新设计与3D打印》课程在实施过程中面临的实际问题,融合技能大赛精选赛题重构课程教学项目。本文介绍了该课程项目式教学改革的实施路径,从基于竞赛任务重构教学项目、模拟赛事流程组织教学过程,到引入竞赛标准完善课程评价体系。教学实施效果表明:这一改革不仅提升学生的产品创新设计与3D打印实操技能,增强其团队协作、问题解决能力,还促使教师更新教学理念、提升实践教学水平,为高职其他课程教学改革提供了极具价值的参考范例,助力高职教育高质量人才培养目标的达成。 展开更多
关键词 3d打印技术 高职教育 机械设计
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Modeling the 3D Terrain Effect on MT by the Boundary Element Method
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作者 阮百尧 徐世浙 徐志锋 《Journal of China University of Geosciences》 SCIE CSCD 2006年第2期163-167,共5页
A numerical method is put forward in this paper, using the boundary element method (BEM) to model 3D terrain effects on magnetotelluric (MT) surveys, Using vector integral theory and electromagnetic field boundary... A numerical method is put forward in this paper, using the boundary element method (BEM) to model 3D terrain effects on magnetotelluric (MT) surveys, Using vector integral theory and electromagnetic field boundary conditions, the boundary problem of two electromagnetic fields in the upper half space (air) and lower half space (earth medium) was transformed into two vector integral equations just related to the topography : one magnetic equation for computing the magnetic field and the other electrical equation for computing the electrical field. The topography integral is decomposed into a series of integrals in a triangle element. For the integral in a triangle element, we suppose that the electromagnetic field in it is the stack of the electromagnetic field in the homogeneous earth and the topography response which is a constant; so the computation becomes simple, convenient and highly accurate. By decomposition and computation, each vector integral equation can be calculated by solving three linear equations that are related to the three Cartesian directions. The matrix of these linear equations is diagonally dominant and can be solved using the Symmetric Successive Over-Relaxation (SSOR) method. The apparent resistivity curve of MT on two 3D terrains calculated by BEM is shown in this paper. 展开更多
关键词 3d terrain MT boundary element method numerical modeling.
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