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Prediction of flow stress of Ti-15-3 alloy with artificial neural network 被引量:2
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作者 李萍 单德彬 +2 位作者 薛克敏 吕炎 许沂 《中国有色金属学会会刊:英文版》 CSCD 2001年第1期95-97,共3页
Hot compression experiments were conducted on Ti 15 3 alloy specimens using Gleeble 1500 Thermal Simulator.These tests were focused to obtain the flow stress data under various conditions of strain,strain rate and tem... Hot compression experiments were conducted on Ti 15 3 alloy specimens using Gleeble 1500 Thermal Simulator.These tests were focused to obtain the flow stress data under various conditions of strain,strain rate and temperature. On the basis of these data, the predicting model for the nonlinear relation between flow stress and deformation strain,strain rate and temperature for Ti 15 3 alloy was developed with a back propagation artificial neural network method. Results show that the neural network can reproduce the flow stress in the sampled data and predict the nonsampled data well. Thus the neural network method has been verified to be used to tackle hot deformation problems of Ti 15 3 alloy. [ 展开更多
关键词 artificial NEURAL network Ti-15-3 ALLOY flow STRESS
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United States Healthcare Data Breaches: Insights for NIST SP 800-66 Revision 2 from a Review of the NIST SP 800-66 Revision 1
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作者 Mohammed Mohammed Raoof 《Journal of Information Security》 2024年第2期232-244,共13页
Healthcare security and privacy breaches are occurring in the United States (US), and increased substantially during the pandemic. This paper reviews the National Institute of Standards and Technology (NIST) publicati... Healthcare security and privacy breaches are occurring in the United States (US), and increased substantially during the pandemic. This paper reviews the National Institute of Standards and Technology (NIST) publication base as an effective solution. The NIST Special Publication 800-66 Revision 1 was an essential standard in US healthcare, which was withdrawn in February 2024 and superseded by SP 800-66 Revision 2. This review investigates the academic papers concerning the application of the NIST SP 800-66 Revision 1 standard in the US healthcare literature. A systematic review method was used in this study to determine current knowledge gaps of the SP 800-66 Revision 1. Some limitations were employed in the search to enforce validity. A total of eleven articles were found eligible for the study. Consequently, this study suggests the necessity for additional academic papers pertaining to SP 800-66 Revision 2 in the US healthcare literature. In turn, it will enhance awareness of safeguarding electronic protected health information (ePHI), help to mitigate potential future risks, and eventually reduce breaches. 展开更多
关键词 SP 800-66 Revision 1 SP 800-66 Revision 2 HIPAA Compliance Security Breaches Risk Management Framework (RMF) Internet of Things (IoT) artificial Intelligence (AI)
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Use of generated artificial road profiles in road roughness evaluation 被引量:2
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作者 Giuseppe Loprencipe Pablo Zoccali 《Journal of Modern Transportation》 2017年第1期24-33,共10页
In the evaluation of road roughness and its effects on vehicles response in terms of ride quality, loads induced on pavement, drivers' comfort, etc., it is very common to generate road profles based on the equation p... In the evaluation of road roughness and its effects on vehicles response in terms of ride quality, loads induced on pavement, drivers' comfort, etc., it is very common to generate road profles based on the equation provided by ISO 8608 standard, according to which it is possible to group road surface profiles into eight different classes. However, real profiles are significantly different from the artificial ones because of the non-stationary fea- ture of the first ones and the not full capability of the ISO 8608 equation to correctly describe the frequency content of real road profiles. In this paper, the international roughness index, the frequency-weighted vertical acceleration awz according to ISO 2631, and the dynamic load index are applied both on artificial and real profiles, highlighting the different results obtained. The analysis carried out in this work has highlighted some limitation of the ISO 8608 approach in the description of performance and conditions of real pavement profiles. Furthermore, the different sensitivity of the various indices to the fitted power spectral density parameters is shown, which should be taken into account when performing analysis using artificial profiles. 展开更多
关键词 Ride quality International roughness indexDynamic load index Road surface irregularities - ISO2631 ISO 8608 Real road profiles artificial roadprofiles
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Artificial boundary conditions for Euler–Bernoulli beam equation 被引量:1
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作者 Shao-Qiang Tang Eduard G.Karpov 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2014年第5期687-692,共6页
In a semi-discretized Euler-Bernoulli beam equa- tion, the non-nearest neighboring interaction and large span of temporal scales for wave propagations pose challenges to the effectiveness and stability for artificial ... In a semi-discretized Euler-Bernoulli beam equa- tion, the non-nearest neighboring interaction and large span of temporal scales for wave propagations pose challenges to the effectiveness and stability for artificial boundary treat- ments. With the discrete equation regarded as an atomic lattice with a three-atom potential, two accurate artificial boundary conditions are first derived here. Reflection co- efficient and numerical tests illustrate the capability of the proposed methods. In particular, the time history treatment gives an exact boundary condition, yet with sensitivity to nu- merical implementations. The ALEX (almost EXact) bound- ary condition is numerically more effective. 展开更多
关键词 Euler-Bernoulli beam. artificial boundary con- dition - Wave propagation
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Optimization of Process Parameters of Continuous Microwave Drying Raspberry Puree Based on RSM and ANN-GA 被引量:1
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作者 Zheng Xian-zhe Gao Feng +2 位作者 Fu Ke-sen Lu Tian-lin Zhu Chong-hao 《Journal of Northeast Agricultural University(English Edition)》 CAS 2023年第1期69-84,共16页
To improve drying uniformity and anthocyanin content of the raspberry puree dried in a continuous microwave dryer,the effects of process parameters(microwave intensity,air velocity,and drying time)on evaluation indexe... To improve drying uniformity and anthocyanin content of the raspberry puree dried in a continuous microwave dryer,the effects of process parameters(microwave intensity,air velocity,and drying time)on evaluation indexes(average temperature,average moisture content,average retention rate of the total anthocyanin content,temperature contrast value,and moisture dispersion value)were investigated via the response surface method(RSM)and the artificial neural network(ANN)with genetic algorithm(GA).The results showed that the microwave intensity and drying time dominated the changes of evaluation indexes.Overall,the ANN model was superior to the RSM model with better estimation ability,and higher drying uniformity and anthocyanin retention rate were achieved for the ANN-GA model compared with RSM.The optimal parameters were microwave intensity of 5.53 W•g^(-1),air velocity of 1.22 m·s^(-1),and drying time of 5.85 min.This study might provide guidance for process optimization of microwave drying berry fruits. 展开更多
关键词 raspberry puree continuous microwave drying response surface method(RSM) artificial neural network(ANN) genetic algorithm(GA)CLC number:TG376 Document code:A Article ID:1006-8104(2023)-01-0069-16
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Intelligent method to develop constitutive relationship of Ti-6Al-2Zr-1Mo-1V alloy 被引量:1
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作者 孙宇 曾卫东 +2 位作者 赵永庆 韩远飞 马雄 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2012年第6期1457-1461,共5页
The isothermal compression tests were carried out in the Thermecmastor-Z thermo-simulator at temperatures of 800, 850, 900, 950, 1000 and 1050 ℃ and the strain rates of 0.01, 0.1, 1 and 10 s-1. The influence of defor... The isothermal compression tests were carried out in the Thermecmastor-Z thermo-simulator at temperatures of 800, 850, 900, 950, 1000 and 1050 ℃ and the strain rates of 0.01, 0.1, 1 and 10 s-1. The influence of deformation temperature and strain rate on the flow stress of Ti-6Al-2Zr-IMo-IV alloy was studied. Based on the experimental data sets, the high temperature deformation behavior of Ti-6A1-2Zr-IMo-IV alloy was presented using the intelligent method of artificial neural network (ANN). The results indicate that the predicted flow stress values by ANN model is quite consistent with the experimental results, which implies that the artificial neural network is an effective tool for studying the hot deformation behavior of the present alloy. In addition, the development of graphical user interface is implemented using Visual Basic programming language. 展开更多
关键词 Ti-6A1-2Zr-1Mo-IV alloy artificial neural network constitutive relationship deformation behavior
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Semi-solid Pressing Bonding Strength between Steel and Cu-graphite Composite 被引量:1
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作者 PengZHANG YunhuiDU +3 位作者 HanwuLIU DabenZENG JianzhongCUI LiminBA 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2005年第2期265-268,共4页
The pressing bonding of steel plate with QTi3.5-3.5graphite slurry was studied. The relationship among preheating temperature of steel plate, preheating temperature of dies, solid fraction of QTi3.5-3.5graphite slurry... The pressing bonding of steel plate with QTi3.5-3.5graphite slurry was studied. The relationship among preheating temperature of steel plate, preheating temperature of dies, solid fraction of QTi3.5-3.5graphite slurry, and interfacial shear strength of bonding plate could be established with artificial neural networks perfectly. This model could be optimized with a genetic algorithm. The results show that the optimum bonding parameters are: 618℃ for preheating temperature of steel plate, 526℃ for preheating temperature of dies and 46.2% for solid fraction of QTi3.5-3.5graphite slurry, and the largest interfacial shear strength of bonding plate is 128.3 MPa. 展开更多
关键词 Steel-mushy QTi3.5-3.5graphite bonding artificial neural networks Genetic algorithm
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AI与车载物联的结合(人-AI-云-车) 被引量:1
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作者 魏哲 齐海英 +1 位作者 惠敏 爨文娟 《汽车电器》 2020年第10期1-3,共3页
物联网以及AI的诞生为我们实现智能出行的目标开启了一个阶梯。通过“人-AI-云-车”的物联,可以将汽车变成互联网的一部分,通过车辆数据收集,汽车网络物联直至客户、厂商乃至交通等多部门的结合,就可以为我们建立更加科学、更加安全、... 物联网以及AI的诞生为我们实现智能出行的目标开启了一个阶梯。通过“人-AI-云-车”的物联,可以将汽车变成互联网的一部分,通过车辆数据收集,汽车网络物联直至客户、厂商乃至交通等多部门的结合,就可以为我们建立更加科学、更加安全、更加高效与智能的出行物流体系。 展开更多
关键词 AI(artificial Intellingence) 物联网 汽车互联 智能规划 “人-AI--车”
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Establishment and Characterization of a Cell Based Artificial Antigen-Presenting Cell for Expansion and Activation of CD8^+ T Cells Ex Vivo 被引量:5
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作者 Weijuan Gong Mingchun Ji +5 位作者 Zhengfeng Cao Liheng Wang Yayun Qian Maozhi Hu Li Qian Xingyuan Pan 《Cellular & Molecular Immunology》 SCIE CAS CSCD 2008年第1期47-53,共7页
Artificial antigen-presenting cells are expected to stimulate the expansion and acquisition of optimal therapeutic features of T cells before infusion. Here CD32 that binds to a crystallizable fragment of IgG monoclon... Artificial antigen-presenting cells are expected to stimulate the expansion and acquisition of optimal therapeutic features of T cells before infusion. Here CD32 that binds to a crystallizable fragment of IgG monoclonal antibody was genetically expressed on human K562 leukemia cells to provide a ligand for T-cell receptor. CD86 and 4-1BBL, which are ligands of co-stimulating receptors of CD28 and 4-1BB, respectively, were also expressed on K562 cells. Then we accomplished the artificial antigen-presenting cells by coupling K32/CD86/4-1BBL cell with OKT3 monoclonal antibody against CD3, named K32/CD86/4-1BBL/OKT3 cells. These artificial modified cells had the abilities of inducing CD8^+ T cell activation, promoting CD8^+ T cell proliferation, division, and long-term growth, inhibiting CD8^+ T cell apoptosis, and enhancing CD8^+ T cell secretion of IFN-T and perforin. Furthermore, antigen-specific cytotoxic T lymphocytes could be retained in the culture stimulated with K32/CD86/4-1BBL/OKT3 cells at least within 28 days. This approach was robust, simple, reproducible and economical for expansion and activation of CD8^+ T cells and may have important therapeutic implications for adoptive immunotherapy. Cellular & Molecular Immunology. 展开更多
关键词 artificial antigen-presenting cell EXPANSION ACTIVATION CD86 4-1BBL
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绞股蓝与乌蔹莓的光合作用和叶绿素荧光特性比较
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作者 沈宗根 戴雅娟 +2 位作者 毛灵芝 姜波 吕洪飞 《浙江农业学报》 CSCD 北大核心 2009年第2期130-134,共5页
在模拟野外栽培条件下,对绞股蓝与乌蔹莓光合作用和叶绿素荧光等指标及其叶绿素和类胡萝卜素含量等指标进行比较,以期对这两种药用植物的人工栽培提供一些光合生境方面的指导。结果表明,绞股蓝较乌蔹莓具有低光补偿点,低光饱和点,对吸... 在模拟野外栽培条件下,对绞股蓝与乌蔹莓光合作用和叶绿素荧光等指标及其叶绿素和类胡萝卜素含量等指标进行比较,以期对这两种药用植物的人工栽培提供一些光合生境方面的指导。结果表明,绞股蓝较乌蔹莓具有低光补偿点,低光饱和点,对吸收的光能的利用能力低。乌蔹莓对温度的适应范围较绞股蓝大,而叶绿素含量上绞股蓝明显高于乌蔹莓,但是在叶绿素a与叶绿素b的比值上显著低于乌蔹莓。两者之间类胡萝卜素含量差异不显著。显然,绞股蓝比乌蔹莓更偏喜阴生境,人工栽培绞股蓝宜选择毛竹林、疏林或棚网遮荫等生境。 展开更多
关键词 绞股蓝 乌蔹莓 光合作用 叶绿素荧光 人工栽培
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HPLC法测定野生及人工种植绞股蓝中槲皮素的含量 被引量:1
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作者 林森 黄晓芹 边清泉 《绵阳师范学院学报》 2014年第11期42-44,48,共4页
目的:采用高效液相色谱仪测定绞股蓝样品中中槲皮素的含量.方法:色谱柱:Kromasil C18(250 mm×4.6 mm,5μm),流动相:甲醇:0.3%醋酸=6:4,流速:1.0 m L·min-1,检测波长为365 nm,柱温为35℃.结果:样品中待测组分与其他组分分离良... 目的:采用高效液相色谱仪测定绞股蓝样品中中槲皮素的含量.方法:色谱柱:Kromasil C18(250 mm×4.6 mm,5μm),流动相:甲醇:0.3%醋酸=6:4,流速:1.0 m L·min-1,检测波长为365 nm,柱温为35℃.结果:样品中待测组分与其他组分分离良好(R>1.5),槲皮素的线性范围0.06μg^0.3μg,r=0.9999,样品平均加标回收率99.4%(RSD=1.2%).结论:该方法简便、易控,准确可靠,可供绞股蓝有效成分分析及质量控制参考. 展开更多
关键词 槲皮素 野生绞股蓝 人工种植绞股蓝 高效液相色谱法
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Numerical simulation and experimental study of the hydrodynamics of a modeled reef located within a current 被引量:20
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作者 姜昭阳 梁振林 +3 位作者 唐衍力 黄六一 于定勇 姜曼松 《Chinese Journal of Oceanology and Limnology》 SCIE CAS CSCD 2010年第2期267-273,共7页
The hydrodynamic forces and flow field of artificial reef models in steady flow were numerically investigated using the RNG κ-ε turbulent model. The numerical simulation results are consistent with results observed ... The hydrodynamic forces and flow field of artificial reef models in steady flow were numerically investigated using the RNG κ-ε turbulent model. The numerical simulation results are consistent with results observed by experimental means. A comparative study indicates that the corresponding errors of forces between calculated values and values observed in the experiment vary in the range of2.3%-11.2% and that the corresponding errors of velocities vary in the range of 1.3%-15.8%. The flow field numerical results show that upstream and vortices exist when the current passes over and through the surface of the reef model. This study suggests that the numerical simulation method can be applied to predict the forces and flow field associated with artificial reefs. 展开更多
关键词 artificial reef model hydrodynamic forces flow field RNG κ-ε turbulent model
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户外绝缘子积污特性的试验与仿真(英文) 被引量:9
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作者 顾春晖 李江涛 +3 位作者 张磊洲 李孟 肖嵘 钱之银 《高电压技术》 EI CAS CSCD 北大核心 2011年第11期2822-2829,共8页
Flashover on polluted insulators is the most common accident occuring in power system.A great amount of work has been done to study the flashover characteristics on various kinds of insulators with several theoretical... Flashover on polluted insulators is the most common accident occuring in power system.A great amount of work has been done to study the flashover characteristics on various kinds of insulators with several theoretical models proposed.In these models,the amount and the distribution of the pollution on the insulator is critical to the flashover performance.However,very few simulation works has been carried out to study the pollution accumulation characteristics on the insulators.In this paper,both experimental and numerical efforts were given to study the pollution accumulation characteristics in order to evaluate the flashover probability.Experiments were performed first to have a bird view on the overall pollution distributions considering several crucial influential factors such as the wind speed and wind direction.AC porcelain insulators(XWP_2-160 type) were selected as the experimental samples and the equivalent salt deposit density(ESDD) was measured after the total predetermined amount of pollution was reached.Then, aerodynamic simulation was carried out to study the airflow and velocity distributions on each part of the insulator in clean air with regard to different wind speed and direction.It was found that the amount of the pollution on each section of the insulator has clear connections to the wind speed or air pressure distribution on the insulator surface.These distributions coincide to the pollution distribution obtained from experiments.Besides,the wind speed and air pressure distribution along the insulator chain was also studied.This work has shown that the numerical simulation may predict the pollution distribution on the insulators with practical accuracy.It is also possible to design new insulator shapes to reduce the pollution accumulation on critical areas according to the analysis in this work. 展开更多
关键词 artificial contamination test characteristic of flow field FLUENT insulator contamination numerical simulation XWP2-160 insulator
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HYPERSTATIC STRUCTURE MAPPING MODEL BUILDING AND OPTIMIZING DESIGN 被引量:2
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作者 XU Gening GAO Youshan +1 位作者 ZHANG Xueliang YANG Ruigang 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2007年第1期55-59,共5页
Hyperstatic structure plane model being built by structural mechanics is studied. Space model precisely reflected in real stress of the structure is built by finite element method (FEM) analysis commerce software. M... Hyperstatic structure plane model being built by structural mechanics is studied. Space model precisely reflected in real stress of the structure is built by finite element method (FEM) analysis commerce software. Mapping model of complex structure system is set up, with convenient calculation just as in plane model and comprehensive information as in space model. Plane model and space model are calculated under the same working condition. Plane model modular construction inner force is considered as input data; Space model modular construction inner force is considered as output data. Thus specimen is built on input data and output dam. Character and affiliation are extracted through training specimen, with the employment of nonlinear mapping capability of the artificial neural network. Mapping model with interpolation and extrpolation is gained, laying the foundation for optimum design. The steel structure of high-layer parking system (SSHLPS) is calculated as an instance. A three-layer back-propagation (BP) net including one hidden layer is constructed with nine input nodes and eight output nodes for a five-layer SSHLPS. The three-layer structure optimization result through the mapping model interpolation contrasts with integrity re-analysis, and seven layers structure through the mapping model extrpulation contrasts with integrity re-analysis. Any layer SSHLPS among 1-8 can be calculated with much accuracy. Amount of calculation can also be reduced if it is appfied into the same topological structure, with reduced distortion and assured precision. 展开更多
关键词 Plane model - Space model artificial neural networks Mapping model Optimum design
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Stator Winding Turn Faults Diagnosis for Induction Motor by Immune Memory Dynamic Clonal Strategy Algorithm
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作者 吴洪兵 楼佩煌 唐敦兵 《Journal of Donghua University(English Edition)》 EI CAS 2013年第4期276-281,共6页
Quick detection of a small initial fault is important for an induction motor to prevent a consequent large fault.The mathematical model with basic motor equations among voltages,currents,and fluxes is analyzed and the... Quick detection of a small initial fault is important for an induction motor to prevent a consequent large fault.The mathematical model with basic motor equations among voltages,currents,and fluxes is analyzed and the motor model equations are described.The fault related features are extracted.An immune memory dynamic clonal strategy(IMDCS)system is applied to detecting the stator faults of induction motor.Four features are obtained from the induction motor,and then these features are given to the IMDCS system.After the motor condition has been learned by the IMDCS system,the memory set obtained in the training stage can be used to detect any fault.The proposed method is experimentally implemented on the induction motor,and the experimental results show the applicability and effectiveness of the proposed method to the diagnosis of stator winding turn faults in induction motors. 展开更多
关键词 artificial immune system dynamic clonal strategy fault diagnosis stator winding motorCLC number:TH17Document code:AArticle ID:1672-5220(2013)04-0276-06
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Molecular rotaxane shuttle-relay accelerates K^(+)/Cl^(-) symport across a lipid membrane
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作者 Kai Ye Zekai Zhang +7 位作者 Zexin Yan Shihao Pang Huiting Yang Xiaonan Sun Can Liu Linyong Zhu Cheng Lian Chunyan Bao 《Science China Chemistry》 SCIE EI CAS CSCD 2023年第8期2300-2308,共9页
Synthetic molecules that can mediate the coupled transport of Cl^(-) with K^(+) and/or Na+across the lipid bilayers have aroused great interest due to their potential as a novel therapeutic strategy by disrupting cell... Synthetic molecules that can mediate the coupled transport of Cl^(-) with K^(+) and/or Na+across the lipid bilayers have aroused great interest due to their potential as a novel therapeutic strategy by disrupting cellular ion homeostasis.Based on the structural advantages of molecular rotaxanes,we herein show that two rotaxane-based transporters[2]R and[3]R induce coupled K^(+)/Cl^(-) channel transport by introducing Cl^(-) recognition sites in the thread and K^(+) binding group in the wheel,respectively.The welldesigned molecular structures allow the insertion of unimolecular rotaxanes into the lipid bilayer,thus achieving effective ion transport by means of thermodynamically controlled movement and driven by the difference in ion concentration inside and outside the vesicles.In addition,the use of a three-component rotaxane can accelerate ion transport through a cooperative shuttlerelay mechanism in which two wheels move along the thread in the lipid membrane,thereby enabling[3]R to have higher ion transport capacity.This work represents a major advance in the use of rotaxane molecules to accomplish more complex and effective tasks. 展开更多
关键词 K^(+)/Cl^(-)symport molecular rotaxane artificial ion channel ion-pair recognition
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