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Deep-Learning-Coupled Numerical Optimization Method for Designing Geometric Structure and Insertion-Withdrawal Force of Press-Fit Connector
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作者 Mingzhi Wang Bingyu Hou Weidong Wang 《Acta Mechanica Solida Sinica》 2025年第1期78-90,共13页
The press-fit connector is a typical plug-and-play solderless connection,and it is widely used in signal transmission in fields such as communication and automotive devices.This paper focuses on inverse designing and ... The press-fit connector is a typical plug-and-play solderless connection,and it is widely used in signal transmission in fields such as communication and automotive devices.This paper focuses on inverse designing and optimization of geometric structure,as well as insertion-withdrawal forces of press-fit connector using artificial neural network(ANN)-assisted optimization method.The ANN model is established to approximate the relationship between geometric parameters and insertion-withdrawal forces,of which hyper-parameters of neural network are optimized to improve model performance.Two numerical methods are proposed for inverse designing structural parameters(Model-I)and multi-objective optimization of insertion-withdrawal forces(Model-II)of press-fit connector.In Model-I,a method for inverse designing structure parameters is established,of which an ANN model is coupled with single-objective optimization algorithm.The objective function is established,the inverse problem is solved,and effectiveness is verified.In Model-II,a multi-objective optimization method is proposed,of which an ANN model is coupled with genetic algorithm.The Pareto solution sets of insertion-withdrawal forces are obtained,and results are analyzed.The established ANN-coupled numerical optimization methods are beneficial for improving the design efficiency,and enhancing the connection reliability of the press-fit connector. 展开更多
关键词 press-fit connector Compliant pin Insertion-withdrawal force Optimization design Neural network model
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新能源汽车电流传感器press-fit结构设计及其可靠性验证
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作者 胡玄 周邦 +3 位作者 郑华雄 朱胜平 王辰玥 叶柳凯 《汽车零部件》 2024年第11期18-23,共6页
新能源汽车电流传感器的实际应用工况复杂,要求其内部零件必须采用牢固可靠的连接方式。为此,基于press-fit技术快速装联的优势设计了一种压接结构,并对其可靠性进行了系统验证。首先,定性分析了压接工艺与压接结构之间的关系,通过推出... 新能源汽车电流传感器的实际应用工况复杂,要求其内部零件必须采用牢固可靠的连接方式。为此,基于press-fit技术快速装联的优势设计了一种压接结构,并对其可靠性进行了系统验证。首先,定性分析了压接工艺与压接结构之间的关系,通过推出力试验评估了press-fit的微观变形及推出力变化趋势,验证了机械连接的可靠性。其次,根据电性能测试结果进一步识别了接触点电阻分布。最后,借助有限元仿真工具分析了整车运行时press-fit的变形状态及随机振动过程中的应力分布,保证了电流传感器全生命周期可靠性。这些研究结果为压接结构的设计和可靠性验证提供了支持。 展开更多
关键词 电流传感器 press-fit 可靠性
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Preliminary clinical outcome of the femur RetroButton combined with glaze allergenic cortical press-fit bolt fixation
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作者 蔡谞 《外科研究与新技术》 2011年第2期108-109,共2页
Objective To investigate the preliminary clinical outcome of the femur RetroButton combined with glaze allogenic cortical press-fit bolt fixation in ACL reconstruction.Methods A series of 10 patients suffered from ACL... Objective To investigate the preliminary clinical outcome of the femur RetroButton combined with glaze allogenic cortical press-fit bolt fixation in ACL reconstruction.Methods A series of 10 patients suffered from ACL ruptures 展开更多
关键词 ACL Preliminary clinical outcome of the femur RetroButton combined with glaze allergenic cortical press-fit bolt fixation
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Management of Severe Femoral Bone Defect in Revision Total Hip Arthroplasty-A 236 Hip,6-14-year Follow-up Study 被引量:4
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作者 张国强 王岩 +5 位作者 陈继营 周勇刚 曹秀堂 柴伟 倪明 李想 《Journal of Huazhong University of Science and Technology(Medical Sciences)》 SCIE CAS 2013年第4期606-610,共5页
Summary: This study evaluated the clinical effect of impaction bone graft and distal press-fit fixation for the reconstruction of severe femoral bone defect in revision total hip arthroplasty. A total of 234 patients... Summary: This study evaluated the clinical effect of impaction bone graft and distal press-fit fixation for the reconstruction of severe femoral bone defect in revision total hip arthroplasty. A total of 234 patients (involving 236 hips) with Paprosky III and 1V femoral bone defects were treated with the revision total hip arthroplasty from June 1998 to Aug. 2006. Impaction bone graft technique was used for 112 hips, with allogeneic freeze-dried bone as bone graft and SP II as prosthesis. With 124 hips, modular distal press-fit fixation and tapered femoral stem (MP stem) were employed. After the operation, the subjects were followed up on regular basis and results were assessed by using the Harris Hip Score (HHS) and 12-item Short Form Health Survey (SF-12). Radiolucence, subsidence and loosening were observed and complications, including infection, fracture, dislocation etc. were recorded. A 6-14-year follow-up showed that prostheses failed, due to infection, in 4 patients of impaction bone graft group and that 6 patients in the press-fit fixation group experienced prosthesis failure, with the survival rates for the two techniques being 96.43% and 95.16%, respectively. One-way ANOVA showed that prosthesis survival was significantly associated with surgery-related complications (P〈0.05) and was not related to the type of the bone defects (P〉0.05). The rate of complications bore significant association with the type of bone defects in the two groups (P〈0.05). Our study showed that the two revision methods could achieve satisfactory mid-term and long-term results for the reconstruction of severe bone defects. It is of great significance for attaining high prosthesis survival rate to select suitable operation on the basis of the type of bone defect. Careful operative manipulation and post-operative rehabilitation aimed at reducing complications are also important. 展开更多
关键词 revision total hip arthroplasty bone defects press-fit fixation
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Ceramic-on-ceramic vs ceramic-on-polyethylene,a comparative study with 10-year follow-up 被引量:1
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作者 Justin van Loon Daniël Hoornenborg +4 位作者 Harm M van der Vis Inger N Sierevelt Kim TM Opdam Gino MMJKerkhoffs Daniël Haverkamp 《World Journal of Orthopedics》 2021年第1期14-23,共10页
BACKGROUND In press-fit total hip arthroplasty(THA)ceramic-on-ceramic(CoC)bearings are a potential for overcoming the wear that is seen in ceramic-on-polyethylene(CoPE)bearings,and can lead to wear-induced osteolysis,... BACKGROUND In press-fit total hip arthroplasty(THA)ceramic-on-ceramic(CoC)bearings are a potential for overcoming the wear that is seen in ceramic-on-polyethylene(CoPE)bearings,and can lead to wear-induced osteolysis,resulting in loosening of the implant.However,CoC bearings show disadvantages as well,such as squeaking sounds and being more fragile,which can cause ceramic head or liner fracture.Because comparative long-term studies are limited,the objective of this study was to determine the long-term difference in wear,identify potential predictive factors for wear,investigate radiological findings such as osteolysis,and evaluate clinical functioning and complications between these bearings.AIM To determine 10-year differences in wear,predictive factors for wear,and investigate radiological findings and clinical functioning between CoC and CoPE.METHODS This observational prospective single-center cohort study with a 10-year followup includes a documented series of elective THAs.Primary outcome was wear measured by anteroposterior(AP)radiographs.Secondary outcomes were potential predictive factors for wear,complications during follow-up,Harris hip score(HHS),and radiological findings such as presence of radiolucency,osteolysis,atrophy,and hypertrophy around the cup.Due to the absence of wear in the CoC group,stratified analysis to identify risk factors for wear was only performed in the CoPE group by use of univariate linear regression analysis.HHS was expressed as a change from baseline and the association with bearing type was assessed by use of multivariate linear regression analysis,adjusted for potential confounders.RESULTS A total of 17 CoPE(63.0%)and 25 CoC(73.5%)cases were available for follow-up and showed a linear wear of respectively 0.130 mm/year(range 0.010;0.350)and 0.000 mm/year(range 0.000;0.005),which was significant(P<0.001)between both groups.Wear always occurred in the cranial direction.Cup inclination was the only predictive factor for polyethylene(PE)wear.No dislocations,ceramic head,or liner fractures were seen.The HHS showed a mean change from baseline of 37.1 points(SD 18.5)in the CoPE group and 43.9(SD 17.0)in the CoC group.This crude difference of 6.8(range-5.2;18.7)in favor of the CoC group was not significant(P=0.26)and was not significant when adjusted for age,gender,and diagnosis either(P=0.99).No significant differences in complications and radiological findings were seen between groups.CONCLUSION CoC bearing shows lower wear rates compared to CoPE at 10-year follow-up with cup inclination as a predictive factor for wear and no differences in complications,HHS,and radiological findings. 展开更多
关键词 Total hip arthroplasty press-fit Bearing CERAMIC-ON-CERAMIC Ceramic-onpolyethylene Wear
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SEMITOP~ Press-Fit最简单的焊接安装替代解决方案
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《电源世界》 2014年第9期19-19,共1页
近期,赛米控公司推出最简单的焊接安装替代解决方案——SEMITOP~ Press-Fit,SEMITOP~ Press-Fit扩展了SEMITOP~的产品系列。Press-Fit式安装可确保一步到位地将模块方便、快捷地安装到PCB上,通过取消焊接过程,减少了装配时间和成... 近期,赛米控公司推出最简单的焊接安装替代解决方案——SEMITOP~ Press-Fit,SEMITOP~ Press-Fit扩展了SEMITOP~的产品系列。Press-Fit式安装可确保一步到位地将模块方便、快捷地安装到PCB上,通过取消焊接过程,减少了装配时间和成本。该产品与焊接版本100%引脚兼容,提供了一个用户友好的press-fit接口。 展开更多
关键词 赛米控 装配时间 press-fit SEMITOP 可靠性测试 三电平逆变器 系列产品 单螺 三相桥式整流器 安装技术
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