用户名: 密码: 验证码:
零件表面混合维建模理论、方法及其在产品装配质量预测中的应用
详细信息    本馆镜像全文|  推荐本文 |  |   获取CNKI官网全文
摘要
零件表面的质量是产品性能分析与预测中不可或缺的重要因素,其几何形貌特征极大地影响了产品和零件的各种性能指标。在产品的设计和制造阶段,根据实际零件表面的局部测量数据评定其表面特征参数,模拟出该零件的表面形貌,体现真实零件的表面微观结构的特点和表面几何结构参数,分析并获得零件表面形貌对产品工作效能的影响规律,对提高零部件装配质量和产品性能具有重要的理论价值和现实意义。本文在对零件表面形貌建模及应用相关技术研究现状进行总结和分析的基础上,针对零件表面建模、特征参数识别、装配定位和配合性能分析等问题进行了深入的研究,根据研究成果开发了零件表面形貌建模与分析软件系统,并成功应用到相关的科研项目中。
     论文的主要研究内容包括:
     第一章概述了零件表面形貌建模研究发展历程,综述了零件表面形貌分析与应用过程中涉及的关键技术及其研究现状,指出了目前同类研究存在的不足以及本文拟解决的问题,并介绍了本文的研究内容和组织结构。
     第二章提出了零件表面形貌多尺度高度场分离与修正方法。定义了多重分数维表面高度场特征函数来模拟空间表面微观结构,通过多尺度信息提取方法将表面形貌分离到四个尺度下。研究了多尺度表面高度信息的多分辨率优化方法和零件表面一致性评价方法,建立了多尺度零件表面信息传递模型。提出基于多尺度参数驱动的零件表面形貌修正方法,生成各个尺度都满足实际零件结构参数的零件表面形貌。
     第三章提出了零件表面形貌混合维融合及特征参数识别方法。定义了体现微观表面形貌对实际表面形貌影响力大小的混合维影响因子,研究了零件表面形貌整数维分量和分数维分量的构造和融合方法,建立的混合维表面模型在整体上表达零件表面整数维信息的同时,很好地表达了零件表面的分数维细节。提出零件表面形貌模型的混合维特征参数识别方法,从而能在宏观层面和微观层面评估零件表面的加工质量。
     第四章提出了基于混合维的零件真实几何实体特征构建与装配定位方法。定义了集成理想几何、变动几何和分数维几何的零件真实几何的概念,提出了层次化的零件真实几何特征信息的表示方法,并给出具体的零件真实几何实体特征生成方法和步骤。研究了零件真实几何模型的面面贴合装配定位和接触分析方法,提高了装配仿真的精度。
     第五章研究了基于真实几何的配合性能分析及其在伺服阀泄漏特性预测中的应用。建立了包含尺寸偏差和形状误差的精密偶件配合面真实几何特征模型,以间隙截面积为评价指标考察了精密偶件的真实几何配合面对配合性能的影响规律。提出了基于真实几何模型的伺服阀油液泄漏量预测方法,通过计算的间隙截面积预测了不同因素影响下的精密偶件油液泄漏量。
     第六章介绍了零件表面形貌建模与分析软件系统的设计与开发,论述了软件系统的体系结构、各项功能的设计思路及其编程实现。该软件系统有效地提高了零件表面形貌特征建模与分析的效率,验证了本文提出理论与方法的正确性和可行性。
     第七章对本文进行了总结,归纳了本文的主要研究成果和创新之处,并对今后的研究工作进行了展望。
The quality of part surface is a key factor in analysis and prediction of product performance, and the geometric topography of part surface has a great influence on various performance indexes of products and parts. In product design and manufacture stage, evaluating the characteristic parameters of a real part surface from its local measured data, simulating the realistic topography which reflects the surface microstructures and the geometric structural parameters of the real part surface, and obtaining the influence of the topography on product working efficiency will make sense for the improvement of assembly quality and product performance. Basing on analysis and overview of the literature of modeling and simulation of part surface topography, the technologies and methodologies including part surface modeling, characteristic parameter identification, assembly positioning and fitting performance analysis are deeply studied. According to the research achievements, the software system for modeling and analysis of part surface topography is developed and applied successfully to the related projects.
     The dissertation is organized as follows:
     In chapter1, the history and state-of-art of modeling of part surface topography are reviewed. The key technologies for analysis of part surface topography and performance prediction are discussed, and the shortages of present similar researches are proposed. Then the research contents and architecture of the dissertation are presented.
     In chapter2, the separation and revision methods of multi-scale part surface topography altitude field are proposed. A multi-fractal characteristic function of part surface altitude field is defined to describe the microstructures of a spatial rough surface, and the surface topography is decomposed into four scales by the multi-scale information extraction method. Then the multi-resolution optimization method and the part surface consistency evaluation method are studied, and the information transmission model of multi-scale part surface is also built. The revision technology of part surface topography based on multi-scale parameter driving is proposed, so the part surface topography is generated, which meets the structural parameters at each scale of a real part.
     In chapter3, the hybrid dimensional fusion and characteristic parameter identification methods of part surface topography are proposed. The innovative concept of Hybrid Dimensional Impact Factor is defined which reflects the influence of the micro topography on the practical topography of a part surface. The constitution and fusion methods of integral dimensional component and fractal dimensional component of part surface topography are studied, and the established hybrid dimensional surface model can express both the integral dimensional information of part surface in macro level, and the fractal dimensional detail in micro level. Moreover, the hybrid dimensional characteristic parameter identification method for the part surface topography model is proposed, so the machining quality of part surface can be evaluated in both macro level and micro level.
     In chapter4, the hybrid dimension based feature construction and assembly positioning methods of part realistic geometric solid are proposed. The innovative concept of part realistic geometry is defined which integrates ideal geometry, variational geometry and fractal geometry. The hierarchical representation method of part realistic geometric feature information is proposed, and the specific generation method of part realistic geometric solid feature is presented. Then the assembly positioning and contact analysis methods of part realistic geometric model are studied, so the accuracy of assembly simulation is improved.
     In chapter5, the realistic geometry based fitting performance analysis and its application in leakage characteristic prediction of electro-hydaulic servo valve are studied. The realistic geometric feature model of precision couplings is built which includes the fitting surfaces with dimensional discrepancy and form error, and the influence of realistic geometric fitting surfaces of precision couplings on fitting performance is investigated according to the evaluation index of interval sectional area. Then the realistic geometric model based fluid leakage prediction method of electro-hydraulic·servo·valve is proposed, so the fluid leakage of precision couplings under various factors can be predicted according to the calculated interval sectional area.
     In chapter6, the software system for modeling and analysis of part surface topography is developed. The architecture of the software system, the design idea of each function and its programming realization are discussed. The efficiency of modeling and analysis of part surface topography can be improved effectively by the software system, which shows the validity and feasibility of the new theories and methods proposed in this dissertation.
     In chapter7, the conclusions and innovations of this dissertation are given along with future prospects of these research topics.
引文
[Ajay 2001] Ajay K B, Jibitesh M. On calculation of fractal dimension of images[J]. Pattern Recognition Letters,2001,22:631-637.
    [Ausloo 1985] Ausloos M, Berman D H. A multivariate Weierstrass-Mandelbrot function[J]. Proceedings of the Royal Society of London Series A,1985,400:331-350.
    [Bakucz 2009] Bakucz P, Kruger-Sehm R. A new wavelet filtering for analysis of fractal engineering surfaces[J]. Wear,2009,266:539-542.
    [Bhusha 1992] Bhushan B, Majumdar A. Elastic-plastic contact model for bi-fractal surfaces[J]. Wear,1992,153:53-64.
    [Bigere 2002] Bigerelle M, lost A. A new method to calculate the fractal dimension of an interface application to a Monte Carlo diffusion process[J]. Computational Materials Science,2002,24:122-127.
    [Borodi 1999] Borodich F M, Onishchenko D A. Similarity and fractality in the modelling of roughness by a multilevel profile with hierarchical structure[J]. International Journal of Solids and structures,1999,36:2585-2612.
    [Cai 2006]Cai Z J, Chen D Q, Lu S. Reconstruction of a fractal rough surface[J]. Physica D,2006,213:25-30.
    [Chand 2008] Chand A K B, Navascues M A. Natural bicubic spline fractal interpolation[J]. Nonlinear Analysis,2008,69:3679-3691.
    [Chen 1999] Chen Q H, Yang S, Li Z. Surface roughness evaluation by using wavelets analysis[J]. Precision Engineering,1999,23:209-202.
    [Chen 2005] Chen Y Z, Wang X Y, Xu Z P, et al. Pilot leakage's influences on the performances of extra high pressure proportional pneumatic valve[J]. Chinese Journal of Mechanical Engineering, 2005,18(2):208-211.
    [Cheng 2011] Cheng X G, Liu W J. A new method for deformation of B-spline surfaces[J]. Advanced Materials Research,2011,139: 1260-1263.
    [Davids 2002] Davidson J K, Mujezinovic A, Shah J J. A new mathematical model for geometric tolerances as applied to round faces[J]. Journal of Mechanical Design,2002,124:609-622.
    [Desroc 1994] Desrochers A, Clement A. A dimensioning and tolerancing assistance model for CAD/CAM systems[J]. Journal of Advanced Manufacturing Technology,1994,10(9):352-362.
    [Desroc 2003] Desrochers A. A CAD/CAM representation model applied to tolerance transfer methods[J]. Journal of Mechanical Design, 2003,125:14-22.
    [Dobrza 2010] Dobrzanski P, Pawlus P. Digital filtering of surface topography: Part I. Separation of one-process surface roughness and waviness by Gaussian convolution, Gaussian regression and spline filters[J]. Precision Engineering,2010,34:647-650.
    [Dobrza 2010] Dobrzanski P, Pawlus P. Digital filtering of surface topography: Part II. Applications of robust and valley suppression filters[J]. Precision Engineering,2010,34:651-658.
    [Doege 1995] Doege E, Laackman B, Kischnick B. Fractal geometry used for the characterization of sheet surfaces[J]. Annals of the C1RP, 1995,45(1):197-200.
    [Dubuc 1989] Dubuc B, Trieot C, Zucker S W. Evaluating the fractal dimension of profiles[J]. Physical Review A,1989,39(3):1500-1512.
    [El-Son 2008] El-Sonbaty I A, Khashaba U A, Selmy A I, et al. Prediction of surface roughness profiles for milled surfaces using an artificial neural network and fractal geometry approach[J]. Journal of Materials Processing Technology,2008,200(1-3):271-278.
    [Eryilm 2000] Eryilmaz B, Wilson B H. Combining leakage and orifice flows in a hydraulic servovalve model [J]. Journal of Dynamic Systems, Measurement, and Control,2000,122(3):576-579.
    [Falcon 2003] Falconer K. Fractal geometry:mathematical foundations and applications[M]. New York:John Wiley & Sons,2003.
    [Fillar 1995] Fillard J P, Castagne M, Prioleau C. Atomic force microscopy silicon tips as photon tunneling sensors:a resonant evanescent coupling experiment[J]. Applied Optics,1995,34(19):3737-3742.
    [Fu 2011]Fu S G, Chen K S, Fu L D. Analysis of the leakage for hydraulic slide valve spool [C]. International Conference on Frontiers of Manufacturing and Design Science. Chongqing, China,2011:1549-1553.
    [Gagnep 1986] Gagnepain J J, Roques-carmes C. Fractal approach to two-dimensional and three-dimensional surface roughness[J]. Wear,1986,109:119-126.
    [Ganti 1995] Ganti S, Bhushan B. Generalized fractal analysis and its applications to engineering surfaces[J]. Wear,1995,180:17-34.
    [Gao 2002]Gao Y, Lu S, Tse S, et al. A wavelet-fractal-based approach for composite characterisation of engineering surfaces [J]. International Journal of Advanced Manufacturing Technology, 2002,20:925-930.
    [GB/T2004]产品几何量技术规范(GPS)形状和位置公差检测规定.GB/T1958-2004.
    [GB/T 2009] 产品几何技术规范(GPS)表面结构轮廓法术语、定义及表面结构参数.GB/T 3505-2009/ISO 4287:1997.
    [Gerald 2002] Gerald F. Curves and surfaces for CAGD[M]. San Francisco: Morgan Kaufmann Publishers,2002.
    [Goerke 2008] Goerke D, Willner K. Normal contact of fractal surfaces-experimental and numerical investigations [J]. Wear,2008,264: 589-598.
    [Goharr 2011] Goharrizi A Y, Sepehri N. A wavelet-based approach for external leakage detection and isolation from internal leakage in valve-controlled hydraulic actuators[J]. IEEE Transactions on Industrial Electronics,2011,58(9):4374-4384.
    [Gonzal 2008] Gonzalez-Hidalgo M, Jaume-i-Capo A, Mir A, et al. Analytical simulation of B-spline surfaces deformation[C].5th International Conference on Articulated Motion and Deformable Objects. Port d Andratx, Spain,2008:338-348.
    [Gonzal 2010] Gonzalez-Hidalgo M, Jaume-i-Capo A, Mir A, et al. A tool for analytical simulation of B-splines surface deformation[C].24th Annual European Simulation and Modelling Conference. Hasselt, Belgium,2010:105-110.
    [Gonzal 2010] Gonzalez-Hidalgo M, Jaume-i-Capo A, Mir A, et al. Analytical simulation of non-planar B-spline surfaces deformatione[C].6th International Conference on Articulated Motion and Deformable Objects. Port d Andratx, Spain,2010:213-223.
    [Gordic 2011] Gordic D, Babic M, Milovanovic D, et al. Spool valve leakage behaviour[J]. Archives of Civil And Mechanical Engineering, 2011,11(4):859-866.
    [Gossar 1988] Gossard D C, Zuffante R P, Sakurai H. Representing dimensions, tolerances and features in MACE systems[J]. IEEE Computers Graphics & Applications,1988,3:51-59.
    [Goswam 2011] Goswami J C, Chan A K. Fundamentals of wavelets:theory, algorithms, and applications[M]. New York:John Wiley & Sons, 2011.
    [Greenw 1966] Greenwood J A, Williamson J B P. Contact of nominally flat surfaces[J]. Proceedings of the Royal Society A,1966,295: 300-319.
    [Grzesi 2009] Grzesik W, Brol S. Wavelet and fractal approach to surface roughness characterization after finish turning of different workpiece materials[J]. Journal of Materials Processing Technology,2009,209:2522-2531.
    [Hasega 1996] Hasegawa M, Liu J C, Okuda K, et al. Calculation of the fractal dimensions of machined surface profiles[J]. Wear,1996,192: 40-45.
    [He 1997]He L, Zhu J. The fractal character of processed metal surfaces[J]. Wear,1997,208:17-24.
    [Hong 1994] Hong M-S. Generation, characterization and synthesis of engineering surfaces[D]. USA:Northwestern University,1994-
    [Issa 2003] Issa M A, Issa M A, Islam M S, et al. Fractal dimension-a measure of fracture roughness and toughness of concrete [J]. Engineering Fracture Mechanics,2003,70:125-137.
    [Jaar 1998] Jaar F, Derdouri B, Neveu M. Constrained surface modeling and deformation[C].6th International Conference in Central Europe on Computer Graphics and Visualization. Plzen, Czech Republic,1998:554-561.
    [Jahn 2004] Jahn R, Truckenbrodt H. A simple fractal analysis method of the surface roughness[J]. Journal of Materials Processing Technology,2004,145(1):40-45.
    [Josso 2001] Josso B, Burton D R, Lalor M J, Wavelet strategy for surface roughness analysis and characterization[J]. Computer Methods in Applied Mechanics and Engineering,2001,191(8-10):829-842.
    [Ju 2009]Ju W X, Lam N S. An improved algorithm for computing local fractal dimension using the triangular prism method[J]. Computers & Geosciences,2009,35:1224-1233.
    [Juhasz 1999] Juhasz I. Weight-based shape modification of NURBS curves[J]. Computer Aided Geometric Design,1999,16:377-383.
    [Kaewwa 2010] Kaewwaewnoi W, Prateepasen A, Kaewtrakulpong P. Investigation of the relationship between internal fluid leakage through a valve and the acoustic emission generated from the leakage[J]. Measurement,2010,43:274-282.
    [Karama 1997] Karamavruc A I, Clark N N. A fractal approach for interpretation of local instantaneous temperature signals around a horizontal heat transfer tube in a bubbling fluidized bed[J]. Powder Technology,1997,90(3):235-244.
    [Kobaya 2003] Kobayashi K G, Ootsubo K. t-FFD:free-form deformation by using triangular mesh[C]. Proceedings of the 8th ACM Solid Modeling and Applications. New York:ACM,2003:226-234.
    [Komvop 2008] Komvopoulos K. Effects of multi-scale roughness and frictional heating on solid body contact deformation[J]. Comptes Randus Mecanique,2008,336:149-162.
    [Kovach 1996] Kovach J A, Laurich M A, Ziegler K R, et al. Development of advanced grinding technology [J]. Technical Papers of NAMRI/SEM,1996,3:51-56.
    [Kovari 2009] Kovari A. Influence of cylinder leakage on dynamic behavior of electrohydraulic servo system[C].7th International Symposium on Intelligent Systems and Informatics. Subotica, Serbia:IEEE, 2009:340-344.
    [Kucher 2005] Kucheryavski S, Polyakov Y, Govorov A. Analysis of simulated fracture surfaces using AMT and fractal geometry methods [C]. 3rd Winter School on Chemometrics. Pushkinskie Gory, Russia, 2005:3-11.
    [Lavern 2010] Lavernhe S, Quinsat Y, Lartigue C. Model for the prediction of 3D surface topography in 5-axis milling[J]. International Journal of Advanced Manufacturing Technology,2010,51(9-12):915-924.
    [Le-Feu 2003] Le-Feuvre L. Modelling and deformation of surfaces defined over finite elements[C]. International Conference on Shape Modeling International. Seoul, South Korea,2003:175.
    [Li 2000]Li C G, Dong S, Zhang G X. Evaluation of the anisotropy of machined 3D surface topography[J]. Wear,2000,237:211-216.
    [Li 2010]Li S, Peng L, Zhao M. Wavelet-based fast image inpainting for large scale missing regions [J], International Journal of Innovative Computing Information and Control,2010,6(7): 3081-3091.
    [Liu 2004]Liu Y S, Gao S M. Variational geometry based tolerance pre-evaluation for pattern of holes[J]. International Journal of Production Research,2004,42(8):1659-1675.
    [Lopez 1995] Lopez J, Hansali G, Zahouani H, et al.3D fractal-based characterisation for engineered surface topography [J]. International Journal of Machine Tools & Manufacture,1995, 35(2):211-217.
    [MacCra 1996] MacCracken R, Joy K I. Free-form deformations with lattices of arbitrary topology[C]. Proceedings of the 23rd Annual Conference on Computer Graphics and Interactive Techniques. New York:ACM Siggraph,1996:181-188.
    [Majumd 1990] Majumdar A, Tien C L. Fractal characterization and simulation of rough surfaces[J]. Wear,1990,136(2):313-317.
    [Majumd 1990] Majumdar A, Bhushan B. Role of fractal geometry in roughness characterization and contact mechanics of surfaces[J]. ASME Journal of Tribology,1990,112:205-216.
    [Majumd 1991] Majumdar A, Bhushan B. Fractal model of elastic-plastic contact between rough surfaces[J]. Journal of Tribology,1991, 113:1-11.
    [Mallor 2006] Mallorqui J J, Riccio D, Broquetas A, et al. Synthesis, construction, and validation of a fractal surface[J]. IEEE Transactions on Geoscience and Remote Sensing,2006,44(6): 1403-1412.
    [Mandel 1977] Mandelbrot B B. Fractal:Form, chance and dimension[M]. San Francisco:Freeman,1977.
    [Mandel 1982] Mandelbrot B B. The fractal geometry of nature[M]. San Francisco:Freeman,1982.
    [Masen 2005] Masen M A, de Rooij M B, Schipper D J. Micro-contact based modeling of abrasive wear[J]. Wear,2005,258:339-348.
    [Meland 2012] Meland E, Thornhill N F, Lunde E, et al. Quantification of valve leakage rates[J]. AIChE Journal,2012,58(4):1181-1193.
    [Mezgha 2004] Mezghani S, Zahouani H. Characterisation of the 3D waviness and roughness motifs[J]. Wear,2004,257:1250-1256.
    [Miura 2001] Miura K T, Cheng F, Wang L. Fine tuning:curve and surface deformation by scaling derivatives[C].9th Pacific Conference on Computer Graphics and Applications. Tokyo, Japan,2001: 150-159.
    [Mujezi 2004] Mujezinovic A, Davidson J K, Shah J J. A new mathematical model for geometric tolerances as applied to polygonal faces[J]. Journal of Mechanical Design,2004,126:504-518.
    [Parama 2008] Paramanathan P, Uthayakumar R. An algorithm for computing the fractal dimension of waveforms[J]. Applied Mathematics and Computation,2008,195:598-603.
    [Patir 1978] Patir N. A numerical procedure for random generation of rough contacts[J]. Wear,1978,47:263-277.
    [Qiu 2012]Qiu C, Liu Z Y, Bu W H, et al. Hybrid dimension based modeling of part surface topography and identification of its characteristic parameters[J]. Applied Surface Science,2012, 258(18):7082-7093.
    [Qiu 2012]Qiu C, Liu Z Y, Tan J R, et al. Multi-scale based unified modeling and simulation of part surface topography[J]. International Journal of Innovative Computing, Information and Control,2012,8(3A):1787-1798.
    [Raffin 2000] Raffin R, Neveu M, Jaar F. Curvilinear displacement of free-form-based deformation[J]. Visual Computer,2000,16(1):38-46.
    [Raja 2002] Raja J. Recent advances in separation of roughness, waviness and form[J]. Precision Engineering,2002,26:222-235.
    [Reason 1979] Reason R E, Progress in appraisal of surface topography during the first half-century of instrument development J]. Wear,1979, 57(1):197-209.
    [Requic 1986] Requicha A A G, Chen S C. Representation of geometric features, tolerance, and attributes in solid modelers based on construction geometry[J]. IEEE Journal of Robotics and Automation,1986,RA2(3):156-166.
    [Roy 1988]Roy U, Liu R. Feature based representational scheme of a solid modular for providing dimensioning and tolerancing information[J]. Robotics and Computer Integrated Manufacturing,1988,4(3):335-345.
    [Roy 1989]Roy U, Liu R. Tolerance representation scheme in solid modeling:Parts Ⅰ & Ⅱ[C]. Proceedings of the 15th ASME Design Automation Conference. Montreal, Canada,1989:1-17.
    [Ruan 2002] Ruan J, Burton R, Ukrainetz P. An investigation into the characteristics of a two dimensional "2d" flow control valve [J]. ASME Journal of Dynamic Systems, Measurement, and Control, 2002,124:214-220.
    [Salisb 2001] Salisbury E J, Domala K V, Moon K S, et al. A three dimensional model for the surface texture in surface grinding, part 1:surface generation model[J]. Journal of Manufacturing Science and Engineering,2001,123(4):576-581.
    [Sanche 1997] Sanchez R J. A simple technique for NURBS shape modification[J]. IEEE Computer Graphics and Applications, 1997,17:52-59.
    [Sandau 1996] Sandau K. A note on fractal sets and the measurement of fractal dimension[J]. Physica A,1996:233:1-18.
    [Sauvag 2008] Sauvage B, Hahmann S, Bonneau G P, et al. Detail preserving deformation of B-spline surfaces with volume constraint[J]. Computer Aided Geometric Design,2008,25:678-696.
    [Sayles 1978] Sayles R S, Thomas T R. Surface topography as a nonstationary random process[J]. Nature,1978,271:431-434.
    [Sriniv 1995] Srinivasan R S, Wood K L. Geometric tolerancing in mechanical design using fractal-based parameters [J]. Journal of Mechanical Design,1995,117:203-206.
    [Studho 1999] Studholme C, Hill D L G, Hawkes D J. An overlap invariant entropy measure of 3D medical image alignment[J]. Pattern Recognition,1999,32:71-86.
    [Thomas 1986] Thomas A P, Thomas T R. Engineering surface as fractals, fractal aspects of materials[M]. Pittsburgh:Materials Research Society,1986.
    [Thomas 1999] Thomas T R. Rough surfaces[M]. London:Imperial College Press,1999.
    [Trabel 2000] Trabelsi A, Delchambre A. Assessment on tolerance representation and tolerance analysis in assemblies [J]. Concurrent Engineering:Research and Applications,2000,8(4): 244-262.
    [Tricot 1994] Tricot C, Ferland P, Baran G. Fractai analysis of worn surfaces[J]. Wear,1994,172:127-133.
    [Uthaya 2007] Uthayakumar R, Paramanathan P. An algorithm for computing fractal dimension of rectifiable irregular graphs[J]. Applied Mathematics and Computation,2007,190:305-308.
    [Wang 2001] Wang H Y, Xu Z B. A class of rough surfaces and their fractal dimensions[J]. Journal of Mathematical Analysis and Applications,2001,259:537-553.
    [Wang 2003] Wang A L, Yang C X, Yuan X G. Evaluation of the wavelet transform method for machined surface topography I: methodology validation[J]. Tribology International,2003,36: 517-526.
    [Wang 2003] Wang A L, Yang C X, Yuan X G. Evaluation of the wavelet transform method for machined surface topography II:fractal characteristic analysis[J]. Tribology International,2003,36: 527-535.
    [Wang 2011] Wang Q H, Li J R, Chen Y Z, et al. Synthesis of fractal geometry and CAGD models for multi-scale topography modelling of functional surfaces[J]. Journal of Central South University of Technology,2011,18(5):1493-1501.
    [Warren 1995] Warren T L, Krajcinovic D. Fractal models of elastic-perfectly plastic contact of rough surfaces based on the cantor set[J]. International Journal of Solids and Structures,1995,32(19): 2901-2922.
    [Wei 2009]Wei C A, Jiang S D. Small target detection in flir imagery using multi-scale morphological filter and kernel density estimation[J], International Journal of Innovative Computing Information and Control,2009,5(7):1811-1817.
    [Willne 2006] Willner K. Elasto-plastic contact of fractal surfaces[J]. Lecture Notes in Applied and Computational Mechanics,2006,27(10): 305-312.
    [Wilson 2010] Wilson W E, Angadi S V, Jackson R L. Surface separation and contact resistance considering sinusoidal elastic-plastic multi-scale rough surface contact[J]. Wear,2010,268:190-201.
    [Wu 2000]Wu J J. Characterization of fractal surfaces[J]. Wear,2000,239: 36-47.
    [Xing 2008] Xing Y Z, Wu X B, Xu Z L. Multiclass least squares auto-correlation wavelet support vector machines[J], ICIC Express Letters,2008,2(4):345-350.
    [Yang 2001] Yang Z Y, Di C C. A directional method for directly calculating the fractal parameters of joint surface roughness [J]. International Journal of Rock Mechanics and Mining Sciences, 2001,38:1201-1210.
    [Yoon 2006] Yoon S H, Kim M S. Sweep-based free form deformation[J]. Computer Graphics Forum,2006,25(3):487-496.
    [Zahoua 1998] Zahouani H, Vargiolu R, Loubet J L. Fractal models of surface topography and contact mechanics [J]. Mathematical And Computer Modelling,1998,28(4):517-534.
    [Zhang 2007] Zhang Z, Ohara Y, Toda H, et al. De-noising method by combining adaptive line enhancer and complex discrete wavelet transform[J], ICIC Express Letters,2007,1(2):145-151.
    [Zhang 2009] Zhang H, Yuan Y B, Zhang F. Engineering surface roughness filtering by B-spline[J]. Nanotechnology and Precision Engineering,2009,7(6):490-495.
    [Zhang 2010] Zhang K F, Li Y, Tang S L. An integrated modeling method of unified tolerance representation for mechanical product[J]. International Journal of Advanced Manufacturing Technology, 2010,46:217-226.
    [Zhang 2010] Zhang Z, Miyake T, Imamura T. Blind source separation by combining independent component analysis with the complex discrete wavelet transform[J], International Journal of Innovative Computing Information and Control,2010,6(9): 4157-4172.
    [Zheng 2003] Zheng J M, Chan K W, Gibson I. Constrained deformation of free form surfaces using surface feature for interactive design[J]. International Journal of Advanced Manufacture Technology, 2003,22:54-67.
    [Zhou 1993] Zhou G Y, Leu M C, Blackmore D. Fractal geometry model for wear prediction[J]. Wear,1993,170:1-14.
    [Zhou 2003] Zhou H W, Xie H. Direct estimation of the fractal dimensions of a fracture surface of rock[J]. Surface Review and Letters,2003, 10(5):751-762.
    [Zou 2007]Zou M Q, Yu B M, Feng Y J, et al. A Monte Carlo method for simulating fractal surfaces[J]. Physica A,2007,386:176-186.
    [陈国安1998] 陈国安,葛世荣.粗糙表面测量轮廓的分形插值模拟[J].摩擦学学报,1998,18(4):346-350.
    [陈国安1999] 陈国安,葛世荣,张晓云.磨合过程中表面形貌变化的分形表征[J].润滑与密封,1999,2:55-56.
    [陈海明2003] 陈海明,胡新华,杨继隆等.变粘度条件下柱塞摩擦副泄漏流量的计算[J].润滑与密封,2003,3:25-26.
    [陈辉2006]陈辉,胡元中,王慧等.粗糙表面分形特征的模拟及其表征[J].机械工程学报,2006,42(9):219-223.
    [陈庆虎1997] 陈庆虎,周莉萍,谢铁邦等.表面综合形貌的小波分离法[J].华中理工大学学报,1997,25(5):25-27.
    [陈庆虎1999] 陈庆虎,李柱.表面粗糙度提取的小波频谱法[J].机械工程学报,1999,35(3):41-43.
    [程仙国2011] 程仙国,刘伟军,卞宏友.基于外载荷的B样条曲面变形[J].机械工程学报,2011,47(9):146-150.
    [崔国华2009] 崔国华.盾构管片拼装机的设计及动态性能研究[D].吉林:吉林大学,2009.
    [丁长安2001] 丁长安,张雷,周福章等.线接触弹性接触变形的解析算法[J].摩擦学学报,2001,21(2):135-138.
    [董霖2005]董霖,张永相.多重分形轮廓及曲面的数学表征及其仿真研究[J].润滑与密封,2005,4:103-105.
    [冯结青1997] 冯结青,马利庄,彭群生.一种应用参数曲面的动态自由变形方法[J].计算机学报,1997,20(7):600-607.
    [冯结青1998] 冯结青,马利庄,彭群生.嵌入参数空间的曲面控制自由变形方法[J].计算机辅助设计与图形学学报,1998,10(3):208-215.
    [冯丽2007]冯丽,谢沛霖.基于分形几何的表面微观形貌模拟及粘着弹性接触计算研究[J].润滑与密封,2007,32(6):74-77.
    [冯向忠2006] 冯向忠,彭旭东.表面粗糙度对螺旋槽干式气体密封性能的影响[J].润滑与密封,2006,1:20-22.
    [葛世荣1997] 葛世荣,索双富.表面轮廓分形维数计算方法的研究[J].摩擦学学报,1997,17(4):354-362.
    [葛世荣1997] 葛世荣,Tonder K.粗糙表面的分形特征与分形表达研究[J].摩擦学学报,1997,17(1):73-80.
    [葛世荣2005] 葛世荣,朱华.摩擦学的分形[M].北京:机械工业出版社,2005.
    [归柯庭2004] 归柯庭.工程流体力学[M].北京:科学出版社,2004.
    [郭军2004]郭军.激光干涉表面形貌测量系统及3D-Motif评定研究[D].武汉:华中科技大学,2004.
    [贺林1996]贺林,朱均.粗糙表面接触分形模型的提出与发展[J].摩擦学学报,1996,16(4):375-384.
    [侯建荣2004] 侯建荣,黄培清,骆建文.多分维分形曲线维数计算的小波方法[J].上海交通大学学报,2004,38:18-21.
    [胡健闻2003] 胡健闻.多尺度估计理论在工程表面评价中的应用研究[D].武汉:武汉理工大学,2003.
    [蒋书文2003] 蒋书文,姜斌,李燕等.磨损表面形貌的三维分形维数计算[J].摩擦学学报,2003,23(6):533-536.
    [雷天觉1990] 雷天觉.液压工程手册[M].北京:机械工业出版社,1990.
    [李弼程2003] 李弼程,罗建书.小波分析及其应用[M].北京:电子工业出版社,2003.
    [李超2011]李超,张静,焦瑜等.PEEK不同表面粗糙度与分形维数关系研究[J].润滑与密封,2011,36(2):17-21.
    [李桂清2001] 李桂清,李现民,李华.二次B样条曲面顶点及法向插值[J].计算机辅助设计与图形学学报,2001,13(5):461-466.
    [李桂清2001] 李桂清,李华.基于混合子分方法的曲面网格顶点与法向插值[J].计算机辅助设计与图形学学报,2001,13(6):537-544.
    [廖念钊2007] 廖念钊,古莹菴,莫雨松等.互换性与技术测量[M].北京:中国计量出版社,2007.
    [刘玉生2000] 刘玉生.基于数学定义的平面尺寸和形位公差建模技术的研究[D].杭州:浙江大学,2000.
    [刘玉生2001] 刘玉生,吴昭同,杨将新等.基于数学定义的平面尺寸公差数学模型[J].机械工程学报,2001,37(9):12-17.
    [刘玉生2001] 刘玉生,杨将新,吴昭同等.CAD系统中公差信息建模技术综述[J].计算机辅助设计与图形学学报,2001,13(11):1048-1055.
    [刘玉生2006] 刘玉生,曹衍龙.TolRM:面向三维CAD的公差建模系统[J].计算机辅助设计与图形学学报,2006,18(8):1179-1184.
    [刘植2009]刘植,邬弘毅,张莉等.参数曲线曲面自由变形的多项式因子方法[J].计算机辅助设计与图形学学报,2009,21(3):412-418.
    [卢圣凤2002] 卢圣凤,李柱.分形表面特征信息的复合评定方法[J].机械工程学报,2002,38(8):64-67.
    [陆敏恂2006] 陆敏恂,李万莉.流体力学与液压传动[M].上海:同济大学出版社,2006.
    [陆涛1996]陆涛,曹伟,师汉民等.基于分形特征的表面微观形貌模拟和分析[J].华中理工大学学报,1996,24(7):22-24.
    [陆友太2012] 陆友太,周来水,王志国等.基于多项式伸缩因子的参数曲面自由变形[J].中国机械工程,2012,23(5):609-613.
    [莫灿林2002] 莫灿林,谭建荣,张树有等.基于整数维约束的分维形状映射生成方法[J].计算机学报,2002,25(3):247-253.
    [强锡富1994] 强锡富,袁怡宝.建立表面粗糙度评定中线的快速算法[J].仪器仪表学报,1994,15(4):353-358.
    [任光融1988] 任光融,张振华,周永强.电液伺服阀制造工艺[M].北京:宇航出版社,1988.
    [盛敬超1980] 盛敬超.液压流体力学[M].北京:机械工业出版社,1980.
    [施法中2001] 施法中.计算机辅助几何设计与非均匀有理B样条[M].北京:高等教育出版社,2001.
    [王安良2001] 王安良,杨春信.评价机械加工表面形貌的小波变换方法[J].机械工程学报,2001,37(8):65-70.
    [王安良2002] 王安良,杨春信.机械加工表面形貌分形特征的计算方[J].中国机械工程,2002,13(8):714-718.
    [王安良2002] 王安良,杨春信.小波变换方法评价曲线的分形特征[J].机械工程学报,2002,38(5):80-85.
    [王国瑾2001] 王国瑾,汪国昭,郑建民.计算机辅助几何设计[M].北京:高等教育出版社,2001.
    [王青2006]王青.反求工程中基于变形的自由形状特征重构[D].杭州:浙江大学,2006.
    [王青2007]王青,柯映林,李江雄.基于力密度方法的NURBS曲线和曲面变形框架[J].机械工程学报,2007,43(3):135-142.
    [王小平2002] 王小平,叶正麟,孟雅琴等.基于伸缩因子的参数曲线自由变形[J].计算机辅助设计与图形学学报,2002,14(1):66-69.
    [王中宇2008] 王中宇,孟浩,付继华.表面综合形貌误差的灰色分离方法[J].仪器仪表学报,2008,29(9):1810-1815.
    [吴昭同1999] 吴昭同,杨将新.计算机辅助公差优化设计[M].杭州:浙江大学出版社,1999.
    [肖强明2011] 肖强明,王崴,李培林等.基于小波的零件表面微观形貌多尺度重构[J].润滑与密封,2011,36(7):61-65.
    [徐志鹏2009] 徐志鹏,王宣银,罗语溪.滑阀先导式高压气动减压阀间隙泄漏特性研究[J].浙江大学学报(工学版),2009,43(10):1789-1793.
    [许贤良2004] 许贤良,朱兵,张军等.同心环形缝隙流理论研究[J].安徽理工大学学报(自然科学版),2004,3:40-42.
    [许贤良2004] 许贤良,邓海顺,王传礼.球面缝隙流理论研究[J].液压与气动,2004,10:3-5.
    [薛晓虎2004] 薛晓虎.液压系统缝隙内流体泄漏特性的分析[J].机械工程学报,2004,40(6):75-80.
    [阎兵2001]阎兵,张大卫,徐安平等.球头铣刀铣削表面形貌建模与仿真[J].计算机辅助设计与图形学学报,2001,13(2):135-140.
    [杨大勇2007] 杨大勇,刘莹,李小兵.基于小波变换的分形曲线维数计算方法的研究[J].润滑与密封,2007,32(1):40-42.
    [杨将新2010] 杨将新,徐旭松,曹衍龙等.基于装配定位约束的功能公差规范设计[J].机械工程学报,2010,46(2):1-8.
    [杨练根2004] 杨练根.基于微恒力位移传感器的表面形貌测量系统和二维Motif评定方法[D].武汉:华中科技大学,2004.
    [杨元兆2005] 杨元兆,莫灿林.基于Bezier曲面约束的多形态随机曲面生成方法[J].宁波大学学报(理工版),2005,18(2):187-193.
    [袁长良1997] 袁长良,李成贵,刘廷启.表面微观形貌的分形表征及模拟[J].中国机械工程,1997,8(5):78-80.
    [张发军2006] 张发军,柴苍修.圆柱滚子表面特性的分形研究[J].润滑与密封,2006,11:63-65.
    [张湘玉2010] 张湘玉.基于细分的曲线曲面变形技术研究[D].南京:南京航空航天大学,2010.
    [张亚衡2005] 张亚衡,周宏伟,谢和平.粗糙表面分形维数估算的改进立方体覆盖法[J].岩石力学与工程学报,2005,24(17):3192-3196.
    [张勇2006]张勇,黄克正,高常青.基于功能表面的公差表示模型研究[J].机床与液压,2006,3:13-15.
    [赵海峰2005] 赵海峰,侯友夫.微元体分析法在偏心环状缝隙流动公式推导中的应用[J].液压与气动,2005,11:49-52.
    [赵红星2006] 赵红星,叶正麟,宋文龙等.基于仿射变换和B样条的参数曲面变形方法[J].西北工业大学学报,2006,24(3):384-388.
    [周超2011]周超,高诚辉.分形表面建模方法的比较研究[J].中国工程机械学报,2011,9(3):258-261.
    [周新聪2001] 周新聪,萧汉梁,严新平等.磨损表面轮廓曲线分形维数的计算方法[J].武汉理工大学学报(交通科学与工程版)2001,25(4):419-421.
    [周梓荣2005] 周梓荣,彭浩舸,曾曙林.环形间隙中泄漏流量的影响因素研究[J].润滑与密封,2005,1:7-9.
    [朱华2001]朱华,葛世荣,陈国安.磨合表面形貌变化的分形表征[J].机械工程学报,2001,37(5):68-71.
    [朱华2006]朱华,李刚,唐玮.分形表征机加工表面有效性的方均根测度方法[J].机械工程学报,2006,42(9):140-143.

© 2004-2018 中国地质图书馆版权所有 京ICP备05064691号 京公网安备11010802017129号

地址:北京市海淀区学院路29号 邮编:100083

电话:办公室:(+86 10)66554848;文献借阅、咨询服务、科技查新:66554700