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Customized scaffolds for large bone defects using 3D‑printed modular blocks from 2D‑medical images
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作者 Anil AAcar Evangelos Daskalakis +4 位作者 Paulo Bartolo Andrew Weightman Glen Cooper Gordon Blunn Bahattin Koc 《Bio-Design and Manufacturing》 SCIE EI CAS CSCD 2024年第1期74-87,共14页
Additive manufacturing(AM)has revolutionized the design and manufacturing of patient-specific,three-dimensional(3D),complex porous structures known as scaffolds for tissue engineering applications.The use of advanced ... Additive manufacturing(AM)has revolutionized the design and manufacturing of patient-specific,three-dimensional(3D),complex porous structures known as scaffolds for tissue engineering applications.The use of advanced image acquisition techniques,image processing,and computer-aided design methods has enabled the precise design and additive manufacturing of anatomically correct and patient-specific implants and scaffolds.However,these sophisticated techniques can be timeconsuming,labor-intensive,and expensive.Moreover,the necessary imaging and manufacturing equipment may not be readily available when urgent treatment is needed for trauma patients.In this study,a novel design and AM methods are proposed for the development of modular and customizable scaffold blocks that can be adapted to fit the bone defect area of a patient.These modular scaffold blocks can be combined to quickly form any patient-specific scaffold directly from two-dimensional(2D)medical images when the surgeon lacks access to a 3D printer or cannot wait for lengthy 3D imaging,modeling,and 3D printing during surgery.The proposed method begins with developing a bone surface-modeling algorithm that reconstructs a model of the patient’s bone from 2D medical image measurements without the need for expensive 3D medical imaging or segmentation.This algorithm can generate both patient-specific and average bone models.Additionally,a biomimetic continuous path planning method is developed for the additive manufacturing of scaffolds,allowing porous scaffold blocks with the desired biomechanical properties to be manufactured directly from 2D data or images.The algorithms are implemented,and the designed scaffold blocks are 3D printed using an extrusion-based AM process.Guidelines and instructions are also provided to assist surgeons in assembling scaffold blocks for the self-repair of patient-specific large bone defects. 展开更多
关键词 Additive manufacturing modular scaffolds Large bone defect Customized scaffold design Patient-specific scaffolds
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Fixed-Time Sliding Mode Control With Varying Exponent Coefficient for Modular Reconfigurable Flight Arrays
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作者 Jianquan Yang Chunxi Yang +1 位作者 Xiufeng Zhang Jing Na 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2024年第2期514-528,共15页
The modular system can change its physical structure by self-assembly and self-disassembly between modules to dynamically adapt to task and environmental requirements. Recognizing the adaptive capability of modular sy... The modular system can change its physical structure by self-assembly and self-disassembly between modules to dynamically adapt to task and environmental requirements. Recognizing the adaptive capability of modular systems, we introduce a modular reconfigurable flight array(MRFA) to pursue a multifunction aircraft fitting for diverse tasks and requirements,and investigate the attitude control and the control allocation problem by using the modular reconfigurable flight array as a platform. First, considering the variable and irregular topological configuration of the modular array, a center-of-mass-independent flight array dynamics model is proposed to allow control allocation under over-actuated situations. Secondly, in order to meet the stable, fast and accurate attitude tracking performance of the MRFA, a fixed-time convergent sliding mode controller with state-dependent variable exponent coefficients is proposed to ensure fast convergence rate both away from and near the system equilibrium point without encountering the singularity. It is shown that the controller also has fixed-time convergent characteristics even in the presence of external disturbances. Finally,simulation results are provided to demonstrate the effectiveness of the proposed modeling and control strategies. 展开更多
关键词 Control allocation dynamic model fixed-time stabilization modular reconfigurable flight array(MRFA) sliding mode
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Modularized and Parametric Modeling Technology for Finite Element Simulations of Underground Engineering under Complicated Geological Conditions
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作者 Jiaqi Wu Li Zhuo +4 位作者 Jianliang Pei Yao Li Hongqiang Xie Jiaming Wu Huaizhong Liu 《Computer Modeling in Engineering & Sciences》 SCIE EI 2024年第7期621-645,共25页
The surrounding geological conditions and supporting structures of underground engineering are often updated during construction,and these updates require repeated numerical modeling.To improve the numerical modeling ... The surrounding geological conditions and supporting structures of underground engineering are often updated during construction,and these updates require repeated numerical modeling.To improve the numerical modeling efficiency of underground engineering,a modularized and parametric modeling cloud server is developed by using Python codes.The basic framework of the cloud server is as follows:input the modeling parameters into the web platform,implement Rhino software and FLAC3D software to model and run simulations in the cloud server,and return the simulation results to the web platform.The modeling program can automatically generate instructions that can run the modeling process in Rhino based on the input modeling parameters.The main modules of the modeling program include modeling the 3D geological structures,the underground engineering structures,and the supporting structures as well as meshing the geometric models.In particular,various cross-sections of underground caverns are crafted as parametricmodules in themodeling program.Themodularized and parametric modeling program is used for a finite element simulation of the underground powerhouse of the Shuangjiangkou Hydropower Station.This complicatedmodel is rapidly generated for the simulation,and the simulation results are reasonable.Thus,this modularized and parametric modeling program is applicable for three-dimensional finite element simulations and analyses. 展开更多
关键词 Underground engineering modularized and parametric modeling finite element method complex geological structure cloud modeling
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"Five steps four quadrants" modularized en bloc dissection technique for accessing hepatic hilum lymph nodes in laparoscopic pancreaticoduodenectomy
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作者 Xiao-Si Hu Yong Wang +5 位作者 Hong-Tao Pan Chao Zhu Shi-Lei Chen Hui-Chun Liu Qing Pang Hao Jin 《World Journal of Gastrointestinal Surgery》 SCIE 2024年第2期503-510,共8页
BACKGROUND Although en bloc dissection of hepatic hilum lymph nodes has many advantages in radical tumor treatment,the feasibility and safety of this approach for laparo-scopic pancreaticoduodenectomy(LPD)require furt... BACKGROUND Although en bloc dissection of hepatic hilum lymph nodes has many advantages in radical tumor treatment,the feasibility and safety of this approach for laparo-scopic pancreaticoduodenectomy(LPD)require further clinical evaluation and investigation.AIM To explore the application value of the"five steps four quadrants"modularized en bloc dissection technique for accessing hepatic hilum lymph nodes in LPD patients.METHODS A total of 52 patients who underwent LPD via the"five steps four quadrants"modularized en bloc dissection technique for hepatic hilum lymph nodes from April 2021 to July 2023 in our department were analyzed retrospectively.The patients'body mass index(BMI),preoperative laboratory indices,intraoperative variables and postoperative complications were recorded.The relationships between preoperative data and intraoperative lymph node dissection time and blood loss were also analyzed.RESULTS Among the 52 patients,36 were males and 16 were females,and the average age was 62.2±11.0 years.There were 26 patients with pancreatic head cancer,16 patients with periampullary cancer,and 10 patients with distal bile duct cancer.The BMI was 22.3±3.3 kg/m²,and the median total bilirubin(TBIL)concentration was 57.7(16.0-155.7)µmol/L.All patients successfully underwent the"five steps four quadrants"modularized en bloc dissection technique without lymph node clearance-related complications such as postoperative bleeding or lymphatic leakage.Correlation analysis revealed significant associations between preoperative BMI(r=0.3581,P=0.0091),TBIL level(r=0.2988,P=0.0341),prothrombin time(r=0.3018,P=0.0297)and lymph node dissection time.Moreover,dissection time was significantly correlated with intraoperative blood loss(r=0.7744,P<0.0001).Further stratified analysis demonstrated that patients with a preoperative BMI≥21.9 kg/m²and a TIBL concentration≥57.7μmol/L had significantly longer lymph node dissection times(both P<0.05).CONCLUSION The"five steps four quadrants"modularized en bloc dissection technique for accessing the hepatic hilum lymph node is safe and feasible for LPD.This technique is expected to improve the efficiency of hepatic hilum lymph node dissection and shorten the learning curve;thus,it is worthy of further clinical promotion and application. 展开更多
关键词 Five steps four quadrants Hepatic hilum lymph node modularized en bloc clearance Laparoscopic pancreaticoduodenectomy
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Modular flexible“Tetris”microsatellite platform based on sandwich assembly mode 被引量:1
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作者 ZHOU Jun ZHANG Hao +2 位作者 LIU Guanghui CHENG Cheng ZHANG Jiaolong 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2023年第4期924-938,共15页
In this paper,a flexible modular“Tetris”microsatellite platform is studied to implement the rapid integration and assembly of microsatellites.The proposed microsatellite platform is fulfilled based on a sandwich ass... In this paper,a flexible modular“Tetris”microsatellite platform is studied to implement the rapid integration and assembly of microsatellites.The proposed microsatellite platform is fulfilled based on a sandwich assembly mode which consists of the isomorphic module structure and the standard mechanical-electric-data-thermal interfaces.The advantages of the sandwich assembly mode include flexible reconfiguration and efficient assembly.The prototype of the sandwich assembly mode is built for verifying the performance and the feasibility of the proposed mechanical-electric-data-thermal interfaces.Finally,an assembly case is accomplished to demonstrate the validity and advantages of the proposed“Tetris”microsatellite platform. 展开更多
关键词 modular microsatellite design flexible platform sandwich assembly mode isomorphic module structure standard mechanical-electric-data-thermal interface
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Accident source term and radiological consequences of a small modular reactor
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作者 Hai-Ying Chen Fu-Dong Liu +3 位作者 Shao-Wei Wang Yi-Chuan Wang Chao Xu Qiao-Feng Liu 《Nuclear Science and Techniques》 SCIE EI CAS CSCD 2023年第3期82-92,共11页
Considering the growing global demand for energy and the need for countries to achieve climate goals,there is an increasing global interest in small modular reactors(SMRs)and their applications.Accident source term an... Considering the growing global demand for energy and the need for countries to achieve climate goals,there is an increasing global interest in small modular reactors(SMRs)and their applications.Accident source term and radiological consequence evaluations of SMRs are key components of nuclear and radiation safety reviews,which affect the site,exclusion area(EAB),and low population zone outer boundaries.Based on the design characteristics of the SMR and accident analysis results,a theoretical model of a whole-core fuel cladding damage accident was constructed to study the radioactivity released into the environment and its consequences.The accident source term and radiation dose calculation models were established to analyze the released amounts of radionuclides and the total effective dose affecting individuals at the site boundary.The results showed that the amount of radionuclides released into the environment after a whole-core fuel cladding damage accident reached 10^(14) Bq,among which the release amount of ^(133)Xe was the largest.The total effective dose at the site boundary 30 days after the accident was 8.65 mSv.The highest total effective dose affecting individuals occurred to the east-north-east.The results of the accident source term and radiological consequence provide technical support for site boundary dose assessments and reviews of SMRs. 展开更多
关键词 Small modular reactor ACCIDENT Source term Radiological consequence Total effective dose
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Product Specification Analysis for Modular Product Design Using Big Sales Data
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作者 Jian Zhang Bingbing Li +1 位作者 Qingjin Peng Peihua Gu 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2023年第1期19-33,共15页
Big data on product sales are an emerging resource for supporting modular product design to meet diversified customers’requirements of product specification combinations.To better facilitate decision-making of modula... Big data on product sales are an emerging resource for supporting modular product design to meet diversified customers’requirements of product specification combinations.To better facilitate decision-making of modular product design,correlations among specifications and components originated from customers’conscious and subconscious preferences can be investigated by using big data on product sales.This study proposes a framework and the associated methods for supporting modular product design decisions based on correlation analysis of product specifications and components using big sales data.The correlations of the product specifications are determined by analyzing the collected product sales data.By building the relations between the product components and specifications,a matrix for measuring the correlation among product components is formed for component clustering.Six rules for supporting the decision making of modular product design are proposed based on the frequency analysis of the specification values per component cluster.A case study of electric vehicles illustrates the application of the proposed method. 展开更多
关键词 modular product design Customer preference Product specifications Correlation analysis Big sales data Electric vehicle
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Investigation of the Severity of Modular Construction Adoption Barriers with Large-Scale Group Decision Making in an Organization from Internal and External Stakeholder Perspectives
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作者 Muzi Li 《Computer Modeling in Engineering & Sciences》 SCIE EI 2023年第12期2465-2493,共29页
Modular construction as an innovativemethod aids the construction industry in transforming to off-site construction production with high efficiency and environmental friendliness.Despite the obvious advantages,the upt... Modular construction as an innovativemethod aids the construction industry in transforming to off-site construction production with high efficiency and environmental friendliness.Despite the obvious advantages,the uptake of modular construction is not booming as expected.However,previous studies have investigated and summarized the barriers to the adoption ofmodular construction.In this research,a Large-ScaleGroupDecisionMaking(LSGDM)-based analysis is first made of the severity of barriers to modular construction adoption from the perspective of construction stakeholders.In addition,the Technology-Organization-Environment(TOE)framework is utilized to identify the barriers based on three contexts(technology,organization,and environment).The Technique for Order Preference by Similarity to Ideal Solution(TOPSIS)and LSGDM models are both implemented for the first time to analyze the severity of the barriers to modular adoption based on questionnaire results from internal and external stakeholders in an organization.Finally,in this research,in-depth insights into the severity of barriers are gained,providing a reference for construction organizations to manage modular adoption. 展开更多
关键词 modular construction barriers technology application construction organization
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Modular Extremely Large-Scale Array Communication:Near-Field Modelling and Performance Analysis
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作者 Xinrui Li Haiquan Lu +2 位作者 Yong Zeng Shi Jin Rui Zhang 《China Communications》 SCIE CSCD 2023年第4期132-152,共21页
This paper investigates the wireless communication with a novel architecture of antenna arrays,termed modular extremely large-scale array(XLarray),where array elements of an extremely large number/size are regularly m... This paper investigates the wireless communication with a novel architecture of antenna arrays,termed modular extremely large-scale array(XLarray),where array elements of an extremely large number/size are regularly mounted on a shared platform with both horizontally and vertically interlaced modules.Each module consists of a moderate/flexible number of array elements with the inter-element distance typically in the order of the signal wavelength,while different modules are separated by the relatively large inter-module distance for convenience of practical deployment.By accurately modelling the signal amplitudes and phases,as well as projected apertures across all modular elements,we analyse the near-field signal-to-noise ratio(SNR)performance for modular XL-array communications.Based on the non-uniform spherical wave(NUSW)modelling,the closed-form SNR expression is derived in terms of key system parameters,such as the overall modular array size,distances of adjacent modules along all dimensions,and the user's three-dimensional(3D)location.In addition,with the number of modules in different dimensions increasing infinitely,the asymptotic SNR scaling laws are revealed.Furthermore,we show that our proposed near-field modelling and performance analysis include the results for existing array architectures/modelling as special cases,e.g.,the collocated XL-array architecture,the uniform plane wave(UPW)based far-field modelling,and the modular extremely large-scale uniform linear array(XL-ULA)of onedimension.Extensive simulation results are presented to validate our findings. 展开更多
关键词 modular extremely large-scale array practical deployment projected apertures non-uniform spherical wave near-field modelling
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Inverse stochastic resonance in modular neural network with synaptic plasticity
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作者 于永涛 杨晓丽 《Chinese Physics B》 SCIE EI CAS CSCD 2023年第3期45-52,共8页
This work explores the inverse stochastic resonance(ISR) induced by bounded noise and the multiple inverse stochastic resonance induced by time delay by constructing a modular neural network, where the modified Oja’s... This work explores the inverse stochastic resonance(ISR) induced by bounded noise and the multiple inverse stochastic resonance induced by time delay by constructing a modular neural network, where the modified Oja’s synaptic learning rule is employed to characterize synaptic plasticity in this network. Meanwhile, the effects of synaptic plasticity on the ISR dynamics are investigated. Through numerical simulations, it is found that the mean firing rate curve under the influence of bounded noise has an inverted bell-like shape, which implies the appearance of ISR. Moreover, synaptic plasticity with smaller learning rate strengthens this ISR phenomenon, while synaptic plasticity with larger learning rate weakens or even destroys it. On the other hand, the mean firing rate curve under the influence of time delay is found to exhibit a decaying oscillatory process, which represents the emergence of multiple ISR. However, the multiple ISR phenomenon gradually weakens until it disappears with increasing noise amplitude. On the same time, synaptic plasticity with smaller learning rate also weakens this multiple ISR phenomenon, while synaptic plasticity with larger learning rate strengthens it. Furthermore, we find that changes of synaptic learning rate can induce the emergence of ISR phenomenon. We hope these obtained results would provide new insights into the study of ISR in neuroscience. 展开更多
关键词 inverse stochastic resonance synaptic plasticity modular neural network
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Prediction of NO_(x)concentration using modular long short-term memory neural network for municipal solid waste incineration
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作者 Haoshan Duan Xi Meng +1 位作者 Jian Tang Junfei Qiao 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2023年第4期46-57,共12页
Air pollution control poses a major problem in the implementation of municipal solid waste incineration(MSWI).Accurate prediction of nitrogen oxides(NO_(x))concentration plays an important role in efficient NO_(x)emis... Air pollution control poses a major problem in the implementation of municipal solid waste incineration(MSWI).Accurate prediction of nitrogen oxides(NO_(x))concentration plays an important role in efficient NO_(x)emission controlling.In this study,a modular long short-term memory(M-LSTM)network is developed to design an efficient prediction model for NO_(x)concentration.First,the fuzzy C means(FCM)algorithm is utilized to divide the task into several sub-tasks,aiming to realize the divide-and-conquer ability for complex task.Second,long short-term memory(LSTM)neural networks are applied to tackle corresponding sub-tasks,which can improve the prediction accuracy of the sub-networks.Third,a cooperative decision strategy is designed to guarantee the generalization performance during the testing or application stage.Finally,after being evaluated by a benchmark simulation,the proposed method is applied to a real MSWI process.And the experimental results demonstrate the considerable prediction ability of the M-LSTM network. 展开更多
关键词 Municipal solid waste incineration NO_(x)concentration prediction modular neural network Model
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Novel Double Modular Redundancy Based Fault-Tolerant FIR Filter for Image Denoising
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作者 V.S.Vaisakhi D.Surendran 《Computer Systems Science & Engineering》 SCIE EI 2023年第7期181-193,共13页
In signal processing and communication systems,digital filters are widely employed.In some circumstances,the reliability of those systems is crucial,necessitating the use of fault tolerant filter implementations.Many ... In signal processing and communication systems,digital filters are widely employed.In some circumstances,the reliability of those systems is crucial,necessitating the use of fault tolerant filter implementations.Many strategies have been presented throughout the years to achieve fault tolerance by utilising the structure and properties of the filters.As technology advances,more complicated systems with several filters become possible.Some of the filters in those complicated systems frequently function in parallel,for example,by applying the same filter to various input signals.Recently,a simple strategy for achieving fault tolerance that takes advantage of the availability of parallel filters was given.Many fault-tolerant ways that take advantage of the filter’s structure and properties have been proposed throughout the years.The primary idea is to use structured authentication scan chains to study the internal states of finite impulse response(FIR)components in order to detect and recover the exact state of faulty modules through the state of non-faulty modules.Finally,a simple solution of Double modular redundancy(DMR)based fault tolerance was developed that takes advantage of the availability of parallel filters for image denoising.This approach is expanded in this short to display how parallel filters can be protected using error correction codes(ECCs)in which each filter is comparable to a bit in a standard ECC.“Advanced error recovery for parallel systems,”the suggested technique,can find and eliminate hidden defects in FIR modules,and also restore the system from multiple failures impacting two FIR modules.From the implementation,Xilinx ISE 14.7 was found to have given significant error reduction capability in the fault calculations and reduction in the area which reduces the cost of implementation.Faults were introduced in all the outputs of the functional filters and found that the fault in every output is corrected. 展开更多
关键词 Fault tolerance FILTERS efficiency REDUNDANCY image denoising error correction codes double modular redundancy
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罗氏cobase602与modular e170电化学发光分析仪检测血清HBsAg阳性低值结果的对比分析 被引量:6
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作者 李娅 章迪 +2 位作者 张赟 皇海 苏明权 《现代检验医学杂志》 CAS 2017年第3期123-125,共3页
目的探讨乙肝表面抗原(HBsAg)阳性低值结果在不同检测系统间结果的相关性,为临床检验结果分析及报告的准确发布提供参考。方法选取经罗氏电化学发光检测仪Cobas e602检测的HBsAg结果在1~80 COI的标本243份,同时将标本在罗氏电化学发光... 目的探讨乙肝表面抗原(HBsAg)阳性低值结果在不同检测系统间结果的相关性,为临床检验结果分析及报告的准确发布提供参考。方法选取经罗氏电化学发光检测仪Cobas e602检测的HBsAg结果在1~80 COI的标本243份,同时将标本在罗氏电化学发光检测仪Modular e170上进行检测,计算两组测定值的直线回归相关系数R^2值,计算各组别的阳性符合率。结果两个检测系统比对实验结果为R^2=0.933。根据测定值高低分为A,B,C,D和E组的阳性符合率分别为60.60%,92.72%,96.66%,96.66%和100%;男性组阳性符合率为87.66%,女性组阳性符合率为70.96%,男性患者阳性符合率大于女性患者(P<0.05)。结论两检测系统对于范围在1~80 COI的标本检测结果有相关性:其中测量值在10 COI以上标本的阳性符合率完全一致;测量值在1~10 COI的标本阳性符合率不一致,且随结果的减小而降低,在临床上可能导致有争议的结果,建议做进一步复查。 展开更多
关键词 乙肝表面抗原 罗氏Cobas e602 罗氏modular e170 阳性低值
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酶学指标检测验证罗氏Modular P800全自动生化分析仪性能的分析 被引量:4
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作者 雷忠英 张梅香 +2 位作者 李春梅 张露 焦梅 《标记免疫分析与临床》 CAS 2020年第4期691-696,共6页
目的通过检测酶学指标丙氨酸氨基转移酶(ALT)和天门冬氨酸氨基转移酶(AST)验证罗氏Modular P800全自动生化分析仪的分析性能。方法根据美国临床实验室标准协会(CLSI)系列文件(EP15-A2,EP6-A2)和其他相关文献的实验方案,对罗氏Modular P... 目的通过检测酶学指标丙氨酸氨基转移酶(ALT)和天门冬氨酸氨基转移酶(AST)验证罗氏Modular P800全自动生化分析仪的分析性能。方法根据美国临床实验室标准协会(CLSI)系列文件(EP15-A2,EP6-A2)和其他相关文献的实验方案,对罗氏Modular P800全自动生化分析仪检测ALT、AST的精密度、正确度、线性、临床可报告范围、生物参考区间5大性能进行验证,参照昆涞Q-expertTM质控软件进行结果判断,并与厂商声明的性能或公认的质量标准进行比较。结果精密度均符合制造商性能标准;ALT与AST相对偏倚(SE%)均在临床可接受水平范围内;ALT、AST检测均呈一阶线性,线性范围分别为10.63~600U/L、4~800U/L;ALT和AST临床可报告范围分别为10.63~9600U/L、4~12800U/L;ALT、AST生物参考区间验证结果均符合要求。结论罗氏Modular P800全自动生化分析仪ALT、AST检测的主要分析性能符合质量目标要求。 展开更多
关键词 丙氨酸氨基转移酶 天门冬氨酸氨基转移酶 罗氏modular P800全自动生化分析仪
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基于模糊Modular神经网络的官厅水库及邻区的地震危险性估计 被引量:4
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作者 武安绪 吴培稚 张丽芳 《西北地震学报》 CSCD 北大核心 2005年第z1期65-71,共7页
首先介绍了模糊Modular神经网络的原理、建模方法与仿真实验,然后利用该方法把一些常用的地震学指标作为神经网络的输入,未来50年最大震级则作为网络的期望输出,对官厅水库及邻区的地震活动进行学习与最大震级序列建模,进行危险性预测... 首先介绍了模糊Modular神经网络的原理、建模方法与仿真实验,然后利用该方法把一些常用的地震学指标作为神经网络的输入,未来50年最大震级则作为网络的期望输出,对官厅水库及邻区的地震活动进行学习与最大震级序列建模,进行危险性预测。通过分析,认为该方法在一定程度上具有学习、建模与外推预测泛化能力,具有很好的中长期地震危险性预测效果,可以作为中长期地震危险性分析的工具。 展开更多
关键词 官厅水库及邻区 模糊modular神经网络 地震危险性预测
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改进的模糊Modular神经网络在既有建筑可靠性鉴定中的应用 被引量:3
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作者 张克纯 陆洲导 项凯 《结构工程师》 2007年第6期37-42,共6页
在Takagi-Sugeno模糊逻辑系统的基础上,提出了改进的模糊Modular神经网络模型(IF-MNN),并将该模型应用于既有建筑的可靠性鉴定。改进的模型是将传统的模糊Modular神经网络模型中的单输出改进为多输出。这种改进的多输入多输出的模糊Modu... 在Takagi-Sugeno模糊逻辑系统的基础上,提出了改进的模糊Modular神经网络模型(IF-MNN),并将该模型应用于既有建筑的可靠性鉴定。改进的模型是将传统的模糊Modular神经网络模型中的单输出改进为多输出。这种改进的多输入多输出的模糊Modular神经网络模型具有预测性能好、训练学习速度快的优点,它的系统门网络采用模糊C均值聚类算法代替K-means算法,专家网络的训练中引进了先进的Levenberg-Marquardt算法。在应用改进的模糊Modular神经网络模型对既有建筑进行可靠性鉴定的过程中,综合考虑了各主要因素对既有建筑可靠性鉴定等级的影响,并将经量化处理的影响因素作为网络的外部输入,将网络计算得到的4个输出值分别作为样本对应于不同可靠性等级的隶属度,建筑可靠性鉴定的最终评判等级为最大隶属度所对应的等级。训练和预测样本的计算结果证明了改进的模糊Modular神经网络模型在既有建筑可靠性鉴定中应用的可行性和有效性。 展开更多
关键词 modular神经网络 可靠性鉴定 既有建筑 模糊C均值 LEVENBERG-MARQUARDT 算法
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一种模糊Modular神经网络模型及其应用 被引量:1
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作者 于百胜 黄文虎 《强度与环境》 2002年第3期43-46,63,共5页
将神经网络模糊系统与模糊C均值聚类法相结合 ,对模糊Modular神经网络进行研究 ,提出了该模糊神经网络模型的多输出结构及其学习算法 ,据此开发了模糊神经网络诊断系统 ,并将其用于某电源分系统的诊断分析 ,运行的结果表明 。
关键词 神经网络模型 模糊神经网络 模糊C平均法 modular网络
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Research on the Topology and Control Scheme of an Innovative Modular Multilevel Converter 被引量:1
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作者 Daixiang Zhu Ming Ding 《Energy and Power Engineering》 2013年第4期1512-1516,共5页
This paper presents a new modular multilevel converter (MMC) topology. Compared to conventional multilevel converters, MMC has much lower switching frequency (50 Hz) resulting in lower switching losses, and consequent... This paper presents a new modular multilevel converter (MMC) topology. Compared to conventional multilevel converters, MMC has much lower switching frequency (50 Hz) resulting in lower switching losses, and consequently, lower total losses of the transmission system. The fundamental concept and the applied control scheme are introduced in detail. A modified multilevel fundamental switching modulation scheme adopting the multicarrier pulse width modulation concept is presented. A capacitor voltage balancing technique is proposed. With the established simulation model of the 11-level MMC, the modulation and balancing strategy presented are confirmed by MATLAB/SIMULINK simulations. The multicarrier pulse width modulation converter strategy enhances the fundamental output voltage and reduces total harmonic distortion. This new type of converter is suitable for high-voltage drive systems and power system applications such as high voltage dc (HVDC) transmission, reactive power compensation equipment and so on. 展开更多
关键词 Sub-modular modular MULTILEVEL CONVERTER FUNDAMENTAL Switching Modulation TOPOLOGY CAPACITOR Voltage Balancing
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Osteolysis in total hip arthroplasty in relation to metal ion release: Comparison between monolithic prostheses and different modularities 被引量:1
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作者 Francesco Manfreda Egzon Bufi +4 位作者 Enrico Francesco Florio Paolo Ceccarini Giuseppe Rinonapoli Auro Caraffa Pierluigi Antinolfi 《World Journal of Orthopedics》 2021年第10期768-780,共13页
BACKGROUND Among the various complications associated with total hip arthroplasty(THA)periprosthetic osteolysis and wear phenomena due to the release of metal particles,are two of the most common and have been reporte... BACKGROUND Among the various complications associated with total hip arthroplasty(THA)periprosthetic osteolysis and wear phenomena due to the release of metal particles,are two of the most common and have been reported to be correlated because of inflammatory responses directed towards released particles that generally activate macrophagic osteolytic effects.Therein,new masses known as pseudotumors can appear in soft tissues around a prosthetic implant.To date,there is paucity of reliable data from studies investigating for any association between the above mentioned adverse events.AIM To investigate for the existence of any association between serum and urine concentrations of metal-ions released in THA and periprosthetic osteolysis for modular neck and monolithic implants.METHODS Overall,76 patients were divided into three groups according to the type of hip prosthesis implants:Monoblock,modular with metal head and modular with ceramic head.With an average f-up of 4 years,we conducted a radiological evaluation in order to detect any area of osteolysis around the prosthesis of both the femur and the acetabulum.Moreover,serum and urinary tests were performed to assess the values of Chromium and Cobalt released.Statistical analysis was performed to determine any association between the ion release and osteolysis.RESULTS For the 3 study groups,the monolithic,modular ceramic-headed and modular metal-headed implants had different incidences of osteolysis events,which were higher for the modular implants.Furthermore,the most serious of these(grade 3)were detected almost exclusively for the modular implants with metal heads.A mapping of the affected areas was performed revealing that the highest incidences of osteolysis were evidenced in the pertrochanteric region at the femur level,and in the supero-external region at the acetabular level.Regarding the evaluation of the release of metals-ions from wear processes,serum and urinary chromium and cobalt values were found to be higher in cases of modularity,and even more so for those with metal head.Statistical linear correlation test results suggested positive correlations between increasing metal concentrations and incidences areas of osteolysis.However,no cases of pseudo-tumor were detected.CONCLUSION Future studies are needed to identify risk factors that increase peri-prosthetic metal ion levels and whether these factors might be implicated in the triggering of local events,including osteolysis and aseptic loosening. 展开更多
关键词 Total hip arthroplasty Peri-prosthetic osteolysis METAL-IONS Monolithic total hip arthroplasty modular ceramic headed total hip arthroplasty modular metallic headed total hip arthroplasty
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罗氏Modular P800与Beckman Dxc800全自动生化分析仪检测结果比对分析 被引量:4
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作者 任变玲 《实用医技杂志》 2015年第7期739-740,共2页
自动生化分析仪是将分析过程中的取样、加试剂、去干扰、混匀、保温反应、自动检测、可靠性判断、结果计算、数据处理、实验后的清洗等步骤进行自动化操作的仪器。随着医院的发展,临床检验标本不断增多,检验科往往配备有多台生化分析仪... 自动生化分析仪是将分析过程中的取样、加试剂、去干扰、混匀、保温反应、自动检测、可靠性判断、结果计算、数据处理、实验后的清洗等步骤进行自动化操作的仪器。随着医院的发展,临床检验标本不断增多,检验科往往配备有多台生化分析仪检测同一项目。 展开更多
关键词 BECKMAN Dxc800 modular P800 生化分析仪 检验标本 常规生化 保温反应 检验科 比对试验 校准品 质量控制血清
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