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基于正交试验设计与人工神经网络优化镀铬工艺 总被引:1,自引:0,他引:1
提出了一种正交试验设计与人工神经网络相结合的镀铬工艺参数优化方法。样本极差结果表明,对镀铬层的厚度及阴极电流效率影响因素依次为电流密度、电镀时间、电镀温度;且最佳电镀温度为45℃。通过神经网络建立电镀工艺参数与性能之间的模型,预测得出的镀铬层的厚度和阴极电流效率与实际试验的结果接近,训练精度较高,预测值与试验值的相对误差小于1.20%。通过建立镀铬层多指标综合评价模型,对镀铬层的厚度及阴极电流效率两个指标进行综合评价,通过对两个指标权重值的调整,确定镀铬层的综合性能值,得出最优的工艺参数。 相似文献
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对多次电镀铬的300M钢试样的疲劳性能、氢脆倾向、疲劳断口进行了测试和分析,以研究镀铬次数、镀铬层厚度对300M钢疲劳性能的影响规律。结果表明:镀铬层对300M钢的疲劳性能影响很大,在试验条件下,带镀层试样较未电镀试样的疲劳强度和相同应力条件下的疲劳寿命降低约60%,且镀层越厚疲劳寿命越低;这种影响与电镀次数无明显关系,只要执行正常的除氢工艺,重复电镀多达15次的300M钢仍未发现氢脆倾向。断口分析表明:疲劳裂纹主要起源于镀铬层或镀层与基体的界面处,疲劳性能的大幅降低主要与镀铬层本身的特性有关。 相似文献
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电镀工艺对镀铬钢板的性能具有决定性影响.通过电化学试验、热振试验、X射线光电子能谱(XPS)以及扫描电镜(SEM)等,研究了电流密度对镀铬低碳钢板耐蚀性、镀铬层组成及其与有机膜结合力的影响.结果表明:电流密度过大将加剧铬及其氧化物和氢氧化物在基板的沉积,镀铬板的耐蚀性能较差.以5 A/dm2的电流密度镀铬的低碳钢板的耐... 相似文献
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研究了在铝硅合金样品表面电镀硬铬的工艺。用正交试验法对含纳米氧化铈添加剂的镀铬配方进行成分优化,并采用不同的电流密度、镀液温度和电镀时间进行镀铬,经过对镀层的形貌、厚度及结合力等性能进行比较取舍,得出了低铬酸电镀硬铬的工艺配方:80g/LCrO3,0.7g/LH2SO4,3g/LCr3 ,3g/LCeO2;电镀温度为40℃,电流密度为30A/dm2,电镀时间120min。结果表明:纳米氧化铈添加剂的加入,在获得光滑致密镀层的基础上,大大降低了镀液中铬酐的含量,从而降低了对自然环境的污染。 相似文献
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为了探明甲基磺酸盐电镀铅锡合金镀层作为镀铬阳极时腐蚀的原因,用A、B、C、D四种溶液(A溶液即现在生产中已使用过的旧溶液;B溶液即把A溶液调整至规范的溶液;C溶液即按照原工艺新配制成的溶液;D溶液即在新配制的溶液中加入0.2g/L铜离子),分别在相同的电镀条件下通过霍尔槽进行对比试验,把四种溶液中所镀出的霍尔槽试片在同一条件下的镀铬溶液中进行腐蚀.研究结果表明:镀铅锡合金溶液中混入铜离子后,加速了铅锡镀层在镀铬溶液中的腐蚀速度,且随电流密度的减少呈下降趋势.试验证明:电流密度在0.2~0.5A/dm2之间时腐蚀速度最小. 相似文献
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GeroWalkowiak DieterMuller UweZeibig 《材料热处理学报》2004,25(5):405-408
The combination of wear- and corrosion resistance is a demand to a multitude of automotive parts. Several metallic coatings as hard/soft chromium or electroless nickel have been the conventional surface protection e.g. on parts as brake pistons and shock absorber or gas spring piston rods. The Corr-I-Dur^R process - a special gasnitrocarburising and oxidising technology - has a huge potential not only in substituting those coatings but also in delivering surfaces with higher quality.The benefits of the replacement of soft chromium with Corr-I-Dur^R and the implementation of the process in the customers production line with an annual capacity of 17 million brake pistons is described in this presentation. Starting with the demands on wear- and corrosion resistance the way of process development and the design of applicative equipment is shown. The result is a tailor-made surface solution with superior quality for deep drawn brake pistons. Two main disadvantages -outgassing of the chromium layer and reduced corrosion resistance on the inner diameter - are eliminated by the replacement with Corr-I-Dur^R. The process-sure achievement of enhanced corrosion resistance, uniform layer thickness, negligible distortion as well as environmental and economical advantages make Corr-I-Dur^R an excellence choice for this application. 相似文献
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研究了发动机活塞环表面化学沉积Ni-P非晶镀层及其热处理工艺。结果表明,整个工艺过程控制稳定,化学镀Ni-P活塞环可以取代镀Cr环。 相似文献
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Baosong Li 《Surface & coatings technology》2006,201(6):2578-2586
Cr-P coatings were prepared by electrodeposition from trivalent chromium plating bath using malonic acid as complex. The influences of bath composition on the trivalent chromium electrodeposition process and deposited coating properties were studied. The effects of plating parameters such as current density, bath pH and plating time on structure and morphology of deposited coatings were investigated in detail. XRD, SEM, EDAX and XPS techniques were used to characterize the Cr-P deposited coatings. Results show that the composition, microstructure and surface morphology of the Cr-P coatings depend on bath composition and plating conditions including bath pH, current density, plating time, etc. Results of EDAX and XPS indicate that the deposited coatings contain Cr(s), Cr(III), phosphorus, oxygen and carbon. The optimum bath composition was obtained using malonic acid as complex and the mechanism of Cr-P electrodeposition was analyzed. The optimum plating parameters for good-quality chromium deposited coating are pH 2-3, current density 3-12 dm2, temperature 35 °C and Ti/IrO2 as anode. These results may be of great practical and theoretical significance for further improvement of trivalent chromium plating process. 相似文献
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用电沉积方法在AISI 430不锈钢上得到铬、铬钯交替镀层和铬钯复合镀层,凭借钯的阴极修饰效应,含钯的铬镀层在除氧的非氧化性酸中具有自钝化能力,极化曲线和阻抗频谱测定表明,在相庆铬镀层处于活化-钝化的电位区间,含钯镀层都表现出净阴极电流;活化溶解与钝化过程随电位的相对发展变化可由低频段容抗圈的演变来推定,铬钯复合镀层具有更大的钝化膜阻抗。 相似文献
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拉伸模及翻边刀块、整形刀块等一般使用镀硬铬工艺来提高模具光洁度和耐磨性,以降低零件拉伤风险、提升零件质量稳定性、延长模具使用寿命。本文仅就目前车间使用模具镀铬的情况阐述模具镀硬铬的优缺点及使用过程中维护镀层及延长模具镀铬寿命的方法。 相似文献
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Yong Choi 《Metals and Materials International》2010,16(5):755-760
Thick trivalent chromium layers were prepared in a modified chromium sulfate bath by pulse plating to replace hexavalent hard
chromium coating in industrial fields; layer microstructure development was systematically studied by using electron microscopy
and small angle neutron scattering (SANS) to give a model for nucleation and growth behaviors during the pulse plating. Finer
columnar grain was formed by pulse plating due to its high nucleation rate at the same current density. Average deposition
rate of the trivalent chromium layers is in the range of 32.4 μm/h to 49.7 μm/h. The deposition rate increases as the diameter
of cylindrical shape of chromium cluster in a columnar grain is reduced. The highest deposition rate in this study was observed
under the conditions of direct current density of 0.4 Acm−2, combined with a rectangular shape pulse current density of 1.5 Acm−2 with a 10/2 on-off time ratio. Most of the inner-cracks of the trivalent chromium layers have dimensions in the range of
about 39 nm. Ultrasonic agitation during pulse plating resulted in an increase of neutral salt fog spray life, which is related
to smaller crack size and broader size distribution in the trivalent chromium. 相似文献
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晶化温度对非晶态Cr-Fe-C合金镀层的影响 总被引:1,自引:0,他引:1
采用三价铬电镀液,在4Cr10Si2Mo钢工件表面电沉积非晶态Cr-Fe-C合金镀层.通过改变络合剂的含量、电流密度和电镀时间,在阴极上沉积了不同厚度的非晶态Cr-Fe-C层.用扫描电子显微镜和光学显微镜、X射线衍射仪、能谱仪测定、显微硬度计研究了从三价铬镀液中电沉积Cr-Fe-C镀层的工艺以及镀层的形貌、结构与性能.结果表明,利用该工艺获得了厚度为30 μm、27 wt%Fe的非晶态Cr-Fe-C合金镀层.该镀层耐蚀性较好,经600℃×1 h晶化处理后硬度最高可达1 800 HV0.05. 相似文献
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为了设计高品质的车辆减振器,分析研究了减振器在不同工况下的阻尼特性及其影响因素。对减振器的阀系结构进行分析,基于CFD数值方法,建立了较高精度的减振器三维流体模型和流体网格模型,在FLUENT流体软件中进行了仿真分析,获得了减振器复原阀阻尼力特性曲线和内部阀系在不同工况下的压力场特性,并分析研究了在不同工况下影响减振器阻尼特性的最大因素,并进行了试验验证。结果表明:减振器低速工作时,其阀系内部压力场分布均匀,减振器叠加阀多槽面积是影响减振阻尼特性的最大因素;高速工作时,减振器阀系内部压力场波动明显,活塞孔直径是影响减振阻尼特性的最大因素。此方法对减振器内部阀系的优化设计提供了一定的理论依据。 相似文献