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注射工艺参数对薄壳塑件翘曲变形的影响 被引量:14
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作者 骆志高 王海涵 《模具工业》 北大核心 2006年第9期53-56,共4页
在分析翘曲变形理论的基础上,利用Taguchi实验方法设计了L9实验矩阵对塑件注射成型过程进行模拟研究,并采用标准变量分析方法,分析了模具温度、熔体温度、注射速率、保压压力等工艺因素对塑件翘曲变形的影响。研究表明:所选择的工艺因... 在分析翘曲变形理论的基础上,利用Taguchi实验方法设计了L9实验矩阵对塑件注射成型过程进行模拟研究,并采用标准变量分析方法,分析了模具温度、熔体温度、注射速率、保压压力等工艺因素对塑件翘曲变形的影响。研究表明:所选择的工艺因数对塑件不同方向上的翘曲变形有着不同程度的影响,优化的工艺组合可以使塑件翘曲变形达到最小,从而提高塑件质量。 展开更多
关键词 翘曲变形 注射成型 taguchi方法 数值模拟
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Machining of a film-cooling hole in a single-crystal superalloy by high-speed electrochemical discharge drilling 被引量:12
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作者 Zhang Yan Xu Zhengyang +1 位作者 Zhu Yun Zhu Di 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2016年第2期560-570,共11页
Single-crystal superalloys are typical advanced materials used for manufacturing aero- engine turbine blades. Their unique characteristics of high hardness and strength make them exceedingly difficult to machine. Howe... Single-crystal superalloys are typical advanced materials used for manufacturing aero- engine turbine blades. Their unique characteristics of high hardness and strength make them exceedingly difficult to machine. However, a key structure of a turbine blade, the film-cooling hole, needs to be machined in a single-crystal superalloy; such machining is challenging, especially considering the increasing levels of machining efficiency and quality demanded by the aeroengine industry. Tube electrode high-speed electrochemical discharge drilling (TSECDD), a hybrid technique of high-speed electrical discharge drilling and electrochemical machining, provides high machining efficiency and accuracy, as well as eliminating the recast layer. In this study, TSECDD is used to machine a film-cooling hole in a nickel-based single-crystal superalloy (DD6). The Tagu- chi methods of experiment are used to optimise the machining parameters. Experimental results show that TSECDD can effectively drill the film-cooling hole; the optimum parameters that give the best performance are as follows: pulse duration: 12μs, pulse interval: 30 gs, peak current: 6 A, and salt solution conductivity: 3 mS/cm. Finally, a hole is machined by TSECDD, and the results are compared with those obtained by electrical discharge machining. TSECDD is found to be promising for improving the surface quality and eliminating the recast layer. 展开更多
关键词 Electrical discharge machin-ing (EDM) Electrochemical machining(ECM) Film-cooling hole Hybrid technique Single crystal taguchi methods
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Taguchi与RBF神经网络在注塑翘曲参数优化中的应用 被引量:6
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作者 陈建松 闵雁 伍乃骐 《机电工程技术》 2008年第1期89-92,共4页
本文在CAE仿真的基础上,采用田口试验设计(Taguchi)和径向基神经网络(RBF)技术对引起翘曲的塑参数进行了优化。结果表明:Taguchi技术可以在较少的试验次数的情况下,确定各因素对翘曲的影响程度,获取各因素最佳的水平组合;运用RBF建立翘... 本文在CAE仿真的基础上,采用田口试验设计(Taguchi)和径向基神经网络(RBF)技术对引起翘曲的塑参数进行了优化。结果表明:Taguchi技术可以在较少的试验次数的情况下,确定各因素对翘曲的影响程度,获取各因素最佳的水平组合;运用RBF建立翘曲产生的神经网络模型,可以预测各因素在不同水平组合下的翘曲变形程度,达到离线预测的目的。 展开更多
关键词 注塑翘曲 taguchi试验设计 RBF神经网络 参数优化
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基于田口技术及BP神经网络的气辅注射成型工艺优化 被引量:6
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作者 蒋志辉 郑国强 +2 位作者 李倩 王菲 王军锋 《轻工机械》 CAS 2009年第2期12-16,共5页
采用田口试验设计(Taguchi)和BP神经网络技术对引起翘曲的气辅注射成型工艺参数进行了优化。结果表明:在CAE仿真的基础上Taguchi技术可以在较少的试验次数的情况下,确定各因素对气辅制品翘曲的相对影响程度,并获得使翘曲程度最小的各因... 采用田口试验设计(Taguchi)和BP神经网络技术对引起翘曲的气辅注射成型工艺参数进行了优化。结果表明:在CAE仿真的基础上Taguchi技术可以在较少的试验次数的情况下,确定各因素对气辅制品翘曲的相对影响程度,并获得使翘曲程度最小的各因素最佳的水平组合;运用BP神经网络建立气辅成型制品翘曲产生的神经网络模型,可以预测各因素在不同水平组合下的制品翘曲变形程度,达到预测的目的。 展开更多
关键词 气辅注射成型 田口试验 BP人工神经网络
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Process parameters optimization for friction stir welding of RDE-40 aluminium alloy using Taguchi technique 被引量:6
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作者 A.K.LAKSHMINARAYANAN V.BALASUBRAMANIAN 《中国有色金属学会会刊:英文版》 EI CSCD 2008年第3期548-554,共7页
Taguchi approach was applied to determine the most influential control factors which will yield better tensile strength of the joints of friction stir welded RDE-40 aluminium alloy. In order to evaluate the effect of ... Taguchi approach was applied to determine the most influential control factors which will yield better tensile strength of the joints of friction stir welded RDE-40 aluminium alloy. In order to evaluate the effect of process parameters such as tool rotational speed, traverse speed and axial force on tensile strength of friction stir welded RDE-40 aluminium alloy, Taguchi parametric design and optimization approach was used. Through the Taguchi parametric design approach, the optimum levels of process parameters were determined. The results indicate that the rotational speed, welding speed and axial force are the significant parameters in deciding the tensile strength of the joint. The predicted optimal value of tensile strength of friction stir welded RDE-40 aluminium alloy is 303 MPa. The results were confirmed by further experiments. 展开更多
关键词 铝合金 摩擦焊接 抗张强度 加工处理
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基于田口方法的关节轴承的优化制造工艺 被引量:3
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作者 王斌武 刘晓刚 《轴承》 北大核心 2006年第11期10-13,共4页
应用“田口方法”的信噪比对轴承表面渗氮的工艺参数进行分析,得到渗氮中关键单因子工艺指标的优化分析结果,找出变形量小的最优工艺参数,将其变形量控制在最小范围。在渗氮前,经过对最小变形的综合误差计算,设计出渗氮前切削加工的尺... 应用“田口方法”的信噪比对轴承表面渗氮的工艺参数进行分析,得到渗氮中关键单因子工艺指标的优化分析结果,找出变形量小的最优工艺参数,将其变形量控制在最小范围。在渗氮前,经过对最小变形的综合误差计算,设计出渗氮前切削加工的尺寸及精度要求,用切削加工的方法来补偿渗氮变形,使其渗氮后无需再加工就能达到理想的加工精度。优化后的工艺简单,质量稳定,生产效率高,制造成本低。 展开更多
关键词 关节轴承 渗氮 变形 田口方法 工艺参数
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基于Taguchi方法的激光喷丸强化工艺参量的优化研究 被引量:3
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作者 孙月庆 周建忠 +2 位作者 梁庆磊 陈毅彬 黄舒 《激光技术》 CAS CSCD 北大核心 2008年第4期377-379,386,共4页
为了对激光喷丸强化的工艺参量进行全面评估,通过改变激光能量(A)、脉冲宽度(B)和光斑直径(C),对12mm厚的6061-T6铝合金板料进行模拟实验研究,旨在评价激光工艺参量对喷丸后残余应力的影响及彼此之间的交互作用。在Taguchi方法指导的基... 为了对激光喷丸强化的工艺参量进行全面评估,通过改变激光能量(A)、脉冲宽度(B)和光斑直径(C),对12mm厚的6061-T6铝合金板料进行模拟实验研究,旨在评价激光工艺参量对喷丸后残余应力的影响及彼此之间的交互作用。在Taguchi方法指导的基础上,采用ABAQUS有限元分析软件进行实验模拟,并运用MINITAB软件对数值模拟结果进行统计分析。结果表明,3个激光工艺参量对残余压应力都有着显著的影响,按照对残余压应力影响程度的大小进行排序,依次为光斑直径、脉冲宽度和激光能量。最佳的参量水平组合为A3B3C2,对应的表面残余应力大小为125MPa。 展开更多
关键词 激光技术 参量优化 taguchi方法 激光喷丸强化 残余压应力
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Optimization of Friction and Wear Behaviour in Hybrid Metal Matrix Composites Using Taguchi Technique 被引量:2
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作者 V. C. Uvaraja N. Natarajan 《Journal of Minerals and Materials Characterization and Engineering》 2012年第8期757-768,共12页
Al-7075 alloy-base matrix, reinforced with mixtures of silicon carbide (SiC) and boron carbide (B4C) particles, know as hybrid composites have been fabricated by stir casting technique (liquid metallurgy route) and op... Al-7075 alloy-base matrix, reinforced with mixtures of silicon carbide (SiC) and boron carbide (B4C) particles, know as hybrid composites have been fabricated by stir casting technique (liquid metallurgy route) and optimized at different parameters like sliding speed, applied load, sliding time, and percentage of reinforcement by Taguchi method. The specimens were examined by Rockwell hardness test machine, Pin on Disc, Scanning Electron Microscope (SEM) and Optical Microscope. A plan of experiment generated through Taguchi’s technique is used to conduct experiments based on L27 orthogonal array. The developed ANOVA and the regression equations were used to find the optimum wear as well as co-efficient of friction under the influence of sliding speed, applied load, sliding time and percentage of reinforcement. The dry sliding wear resistance was analyzed on the basis of “smaller the best”. Finally, confirmation tests were carried out to verify the experimental results. 展开更多
关键词 Hybrid Metal Matrix Composites Stir-Cast DRY SLIDING WEAR ORTHOGONAL Array taguchi technique Analysis of Variance
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基于Taguchi的铜合金薄板脉冲激光弯曲成形工艺研究 被引量:2
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作者 蒋素琴 周建忠 +2 位作者 胡玲玲 吴建华 裴旭 《应用激光》 CSCD 北大核心 2012年第4期299-304,共6页
为研究铜合金薄板的脉冲激光弯曲成形工艺,基于Taguchi方法对单道单次扫描成形V形件的工艺进行了正交试验设计。以弯曲角为响应目标,以望大特性的信噪比评估弯曲角的品质特性,得到了最佳工艺参数组合:激光功率P为24 W,扫描速率v为500 mm... 为研究铜合金薄板的脉冲激光弯曲成形工艺,基于Taguchi方法对单道单次扫描成形V形件的工艺进行了正交试验设计。以弯曲角为响应目标,以望大特性的信噪比评估弯曲角的品质特性,得到了最佳工艺参数组合:激光功率P为24 W,扫描速率v为500 mm/min,离焦量L为4 mm,实验测得弯曲角为1.362°。在成形V形件的实验基础上采用多道多次扫描方式进行了预定曲率半径的圆弧曲面成形实验。依据扫描次数与弯曲角之间的关系规划了扫描路径和扫描次数,实验结果与预设目标有较好的一致性;半路径扫描比全路径扫描更能得到理想的变形效果和表面质量。实验中发现,因铜合金薄板热传导率高、厚度小,激光扫描时上下表面的温度梯度不太明显,成形机理以屈曲机理为主。 展开更多
关键词 激光技术 脉冲激光弯曲成形 taguchi方法 铜合金 工艺参数优化
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Optimization of wear parameters of binary Al-25Zn and Al-3Cu alloys using design of experiments 被引量:1
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作者 Sreejith J S.Ilangovan 《International Journal of Minerals,Metallurgy and Materials》 SCIE EI CAS CSCD 2018年第12期1465-1472,共8页
Zinc-aluminum alloys have been used as bearing materials in the past. In recent years, binary Al-Zn alloys and Al-Zn-Cu alloys are being used as an alternative to the Zn-Al alloys for bearing applications. In this stu... Zinc-aluminum alloys have been used as bearing materials in the past. In recent years, binary Al-Zn alloys and Al-Zn-Cu alloys are being used as an alternative to the Zn-Al alloys for bearing applications. In this study, both binary Al-25 Zn and Al-3 Cu were prepared using stir casting process. Homogenization of the as-cast alloys was performed at 350oC for 8 h and then, the alloys were furnace-cooled to 50oC. The homogenization led to the removal of the dendritic structure of the as-cast alloys. After homogenization, wear parameters optimization was carried out using Taguchi technique. For this purpose, L9 orthogonal array was selected, and the control parameters selected are load, velocity, and sliding distance. The optimum parametric condition was obtained using signal-to-noise(S/N) ratio analysis, and specific wear rate(SWR) is the selected response. The "smaller-the-better" is the goal of the experiment for S/N ratio analysis. After the optimization, confirmation tests were carried out using analysis of variance(ANOVA) from the developed regression equation. Finally, wear mechanism studies were conducted using scanning electron microscopy(SEM) and energy-dispersive X-ray spectroscopy(EDX) images. 展开更多
关键词 specific WEAR rate micro-hardness taguchi technique SIGNAL-TO-NOISE ratio analysis of variance aluminum-zinc ALLOY aluminum-copper ALLOY
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注塑工艺参数对塑料长尺残余应力的影响 被引量:1
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作者 李明哲 方明磊 刘红 《浙江科技学院学报》 CAS 2009年第3期213-216,共4页
利用Taguchi(田口)实验方法将注塑参数设计为L9实验矩阵,在不同注塑参数下进行数值模拟,找出在模具温度、熔体温度、注射速率及保压压力等工艺参数对注塑残余应力的影响程度。结果表明:所选的工艺参数对于注塑件残余应力的影响程度不一... 利用Taguchi(田口)实验方法将注塑参数设计为L9实验矩阵,在不同注塑参数下进行数值模拟,找出在模具温度、熔体温度、注射速率及保压压力等工艺参数对注塑残余应力的影响程度。结果表明:所选的工艺参数对于注塑件残余应力的影响程度不一,通过优化参数可以将注塑残余应力值降低,从而达到注塑产品质量的提高。 展开更多
关键词 注塑成形 残余应力 数值模拟 taguchi(田口)实验方法
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Experimental Investigation and Process Optimization of Biodiesel Production from Kusum Oil Using Taguchi Method
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作者 Rabiranjan Murmu Harekrushna Sutar Sangram Patra 《Advances in Chemical Engineering and Science》 2017年第4期464-476,共13页
The paper focuses on biodiesel production from kusum oil using esterification reaction followed by transesterification reaction in an in-house batch reactor setup. The effects of methanol to oil ratio (M/O), catalyst ... The paper focuses on biodiesel production from kusum oil using esterification reaction followed by transesterification reaction in an in-house batch reactor setup. The effects of methanol to oil ratio (M/O), catalyst amount (H2SO4 and methodoxide) and reaction temperature on acid value and fatty acid methyl esters (FAME) is studied. Product has been analysed using FTIR spectroscopy technique for confirmation of ester group in biodiesel. Experimental data was optimized by Taguchi analysis to conclude the optimum variable affecting the response. In both processes M/O ratio has the significant effect for biodiesel production. The obtained biodiesel properties are close to commercial diesel fuel and may be rated as an alternative to conventional diesel. The biodiesel production will enhance the maximum utilisation of forestry or agricultural products. 展开更多
关键词 Kusum OIL BIODIESEL ESTERIFICATION TRANSESTERIFICATION taguchi technique Analysis of Variance
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Taguchi Technique for the Simultaneous Optimization of Tribological Parameters in Metal Matrix Composite
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作者 Kumar.T.R. Hemanth R.P. Swamy T.K. Chandrashekar 《Journal of Minerals and Materials Characterization and Engineering》 2011年第12期179-188,共10页
Taguchi methods have proved to be successful over the last two decades for improvement of product quality and process performance. This study is carried out to simultaneously optimize the tribological properties: wear... Taguchi methods have proved to be successful over the last two decades for improvement of product quality and process performance. This study is carried out to simultaneously optimize the tribological properties: wear rate and frictional force of aluminum metal matrix composite. Al-Cu-Mg alloy reinforced with 6 Wt % of titanium dioxide was prepared using stir casting method. Dry sliding wear test was conducted to understand the tribological behavior of samples. The experiments were conducted as per the Taguchi design of experiment. The wear parameters chosen for the experiment were: sliding speed and load and sliding distance. Each parameter was assigned three levels. The experiment consists of 27 tests according to L27 orthogonal array. Signal to noise ratio analysis has been carried out to determine optimal parametric condition, which yields minimum wear rate and frictional force. Harrington’s desirability functional method is adopted for multifunctional optimization of tribological parameters and the confirmation experiments were conducted to verify the predicted model. 展开更多
关键词 Metal MATRIX composite TITANIUM Dioxide taguchi technique Signal to noise RATIO SIGNIFICANT factors.
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Optimization of Rolling Parameters for Enhancing Surface Integrity of Aluminum Alloy
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作者 Emad Ali Hussein Jabbar Gattmah +1 位作者 Ayad Naseef Jaseem Suha K Shihab 《Journal of Harbin Institute of Technology(New Series)》 CAS 2023年第6期70-82,共13页
In this current work,aluminum alloy grade 2024 is adopted as a plate material that is used in the rolling process with three different parameters including thickness reduction,forming temperature,and density of lubric... In this current work,aluminum alloy grade 2024 is adopted as a plate material that is used in the rolling process with three different parameters including thickness reduction,forming temperature,and density of lubrication type.The experimental procedure of the rolling process is performed using the design of the experiment based on the Taguchi technique(L27),then surface roughness,surface hardness,and surface residual stresses are measured.The results showed that the lubrication density has a significant impact on the surface roughness which depends on the lubrication properties(mineral oil type,natural fat,and kinematic viscosity)while surface hardness and surface residual stresses were strongly affected by thickness reduction.On the other side,the augment in forming temperature can decrease the quality of the final surface finish and the surface hardness but reduce the induced residual stresses.The best surface finish is obtained based on the optimum condition of the rolling factors are(R%_(3),T_(1),andρ_(3))while the optimum condition of rolling parameters that generate higher hardness and compressive residual stresses are(R%_(3)T_(1)ρ_(1)). 展开更多
关键词 Rolling operation taguchi technique Al2024 Surface roughness Surface hardness Surface residual stresses
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Optimization of Process Parameters for Injection Moulding of Nylon6/SiC and Nylon6/B_(4)C Polymer Matrix Composites
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作者 G.Boopathy K.Gurusami +1 位作者 M.Chinnapandian K.R.Vijayakumar 《Fluid Dynamics & Materials Processing》 EI 2022年第2期223-232,共10页
In this research study,the mechanical properties of several Polymer matrix composites are investigated.These composites are multi-phase materials in which reinforcing materials are properly mixed with a polymer matrix... In this research study,the mechanical properties of several Polymer matrix composites are investigated.These composites are multi-phase materials in which reinforcing materials are properly mixed with a polymer matrix.More precisely,Nylon 6 reinforced with 5,15 and 25 wt.%of silicon carbide(SiC)and Nylon 6 reinforced with 5,15 and 25 wt.%of boron carbide(B_(4)C),prepared by means of an injection moulding process at three different injection pressures are considered.Specific attention is paid to the tensile and impact strength of these composites.The Taguchi technique is used to optimize the process parameters such as reinforcement material,its percentage and the injection pressure.It is observed that the specimens 5%SiC with 80 MPa injection pressure display a better tensile strength and similarly the specimen 5%B_(4)C with 90 MPa injection pressure have a superior impact strength. 展开更多
关键词 PMCs Nylon 6 injection moulding taguchi technique ANOVA
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基于Moldflow的薄壁注塑件的工艺参数的优化 被引量:19
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作者 俞华英 金杰 吕圣 《浙江工业大学学报》 CAS 2008年第4期460-464,共5页
运用Moldflow软件分析薄壁塑件的成形工艺,并结合正交试验法,对不同工艺条件下的薄壁注塑过程进行模拟.首先以模具温度、熔体温度、注射压力及注射速率为工艺参数水平,建立正交试验表L27,获得注塑时间,再以注射时间、保压压力、保压时... 运用Moldflow软件分析薄壁塑件的成形工艺,并结合正交试验法,对不同工艺条件下的薄壁注塑过程进行模拟.首先以模具温度、熔体温度、注射压力及注射速率为工艺参数水平,建立正交试验表L27,获得注塑时间,再以注射时间、保压压力、保压时间及冷却时间为工艺参数,建立正交试验表L9,获得塑件成型后的体积收缩率、翘曲量两个数值,对所得到的数值运用信噪比和方差分析方法来进行处理,确定最佳成形工艺参数组合.预测最优参数组合成型所得的体积收缩率和最大翘曲值,最后通过软件模拟验证其正确性. 展开更多
关键词 MOLDFLOW 薄壁塑件 正交试验 S/N RATIO 翘曲 收缩
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基于Taguchi实验设计法CAE技术优化注塑成型工艺参数 被引量:4
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作者 黄娜斌 江波 +1 位作者 张志莲 李翱 《上海塑料》 2007年第3期28-31,共4页
收缩、沉降斑和残余应力是衡量注塑制品性能和表面质量的重要指标。将CAE与DOE(design of experiment)技术相结合,可在较少的分析次数下获得优化工艺,从而改善制品质量。文中基于一个工业产品,在L9(34)正交试验设计与Moldflow模拟分析... 收缩、沉降斑和残余应力是衡量注塑制品性能和表面质量的重要指标。将CAE与DOE(design of experiment)技术相结合,可在较少的分析次数下获得优化工艺,从而改善制品质量。文中基于一个工业产品,在L9(34)正交试验设计与Moldflow模拟分析的基础上,研究工艺参数对注塑制品体积收缩率变化、沉降斑指数和残余应力的影响,获得优化工艺参数,使体积收缩率变化、沉降斑指数和残余应力达到最小。 展开更多
关键词 注塑成型 CAE 工艺优化 taguchiDOE技术
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基于质量损失的过程网络及其关键质量链分析
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作者 张东玲 高齐圣 《运筹与管理》 CSCD 北大核心 2009年第1期151-155,共5页
针对传统的过程能力分析仅以生产线中某一单一的生产工序(过程)为对象这一问题,将影响产品质量的所有生产过程视为一个过程网络,根据Taguchi田口方法,阐述了过程能力指数与质量损失的关系,给出了生产制造过程网络过程能力指数的计算方... 针对传统的过程能力分析仅以生产线中某一单一的生产工序(过程)为对象这一问题,将影响产品质量的所有生产过程视为一个过程网络,根据Taguchi田口方法,阐述了过程能力指数与质量损失的关系,给出了生产制造过程网络过程能力指数的计算方法。进一步应用PERT/CPM的基本思想,建立了生产制造过程网络关键质量链的规划模型,将质量损失最大的路径视为关键质量链。通过实例分析表明,以上方法改进了传统的统计质量控制和分析方法,能够有效地实现过程网络的质量管理。 展开更多
关键词 统计过程控制 过程网络 关键质量链 PERT/CPM taguchi质量损失 过程能力
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