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基于证据理论的改进贝叶斯网络液压系统可靠性分析(英文) 被引量:2
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作者 刘光宇 张春友 《机床与液压》 北大核心 2019年第24期17-23,46,共8页
可靠性分析是判断液压系统和元件可靠性的一种关键技术。贝叶斯网络是液压系统可靠性分析的常用方法。然而,在实际工程中,液压系统的不确定性和多态性使得传统贝叶斯网络可靠性分析的性能下降。基于此,提出了一种基于证据理论的改进贝... 可靠性分析是判断液压系统和元件可靠性的一种关键技术。贝叶斯网络是液压系统可靠性分析的常用方法。然而,在实际工程中,液压系统的不确定性和多态性使得传统贝叶斯网络可靠性分析的性能下降。基于此,提出了一种基于证据理论的改进贝叶斯网络液压系统可靠性分析方法。首先,利用证据理论的似然概率和信任概率描述根节点的失效可能性区间,有效处理了液压系统的不确定信息,准确地提取了根节点的故障概率;然后,基于贝叶斯推理获取叶节点的故障概率和根节点的灵敏度区间,有效描述了液压系统的多态性。液压系统可靠性分析实例表明:该方法具有很强的不确定信息处理能力和多态性分析能力。实例分析结果验证了所提方法的有效性。 展开更多
关键词 液压系统 可靠性分析 不确定信息 多态性 证据理论 贝叶斯网络
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Study on the particle breakage of ballast based on a GPU accelerated discrete element method 被引量:3
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作者 guang-yu liu Wen-Jie Xu +1 位作者 Qi-Cheng Sun Nicolin Govender 《Geoscience Frontiers》 SCIE CAS CSCD 2020年第2期461-471,共11页
Breakage of particles will have greatly influence on mechanical behavior of granular material(GM)under external loads,such as ballast,rockfill and sand.The discrete element method(DEM)is one of the most popular method... Breakage of particles will have greatly influence on mechanical behavior of granular material(GM)under external loads,such as ballast,rockfill and sand.The discrete element method(DEM)is one of the most popular methods for simulating GM as each particle is represented on its own.To study breakage mechanism of particle breakage,a cohesive contact mode is developed based on the GPU accelerated DEM code-Blaze-DEM.A database of the 3D geometry model of rock blocks is established based on the 3D scanning method.And an agglomerate describing the rock block with a series of non-overlapping spherical particles is used to build the DEM numerical model of a railway ballast sample,which is used to the DEM oedometric test to study the particles’breakage characteristics of the sample under external load.Furthermore,to obtain the meso-mechanical parameters used in DEM,a black-analysis method is used based on the laboratory tests of the rock sample.Based on the DEM numerical tests,the particle breakage process and mechanisms of the railway ballast are studied.All results show that the developed code can better used for large scale simulation of the particle breakage analysis of granular material. 展开更多
关键词 Discrete element method(DEM) Particle breakage Graphical processing unit(GPU) Railway ballast Granular material(GM)
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Towards a better understanding of antimicrobial resistance dissemination:what can be learnt from studying model conjugative plasmids? 被引量:1
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作者 Zhen Shen Christoph M.Tang guang-yu liu 《Military Medical Research》 SCIE CAS CSCD 2022年第5期592-602,共11页
Bacteria can evolve rapidly by acquiring new traits such as virulence,metabolic properties,and most importantly,antimicrobial resistance,through horizontal gene transfer(HGT).Multidrug resistance in bacteria,especiall... Bacteria can evolve rapidly by acquiring new traits such as virulence,metabolic properties,and most importantly,antimicrobial resistance,through horizontal gene transfer(HGT).Multidrug resistance in bacteria,especially in Gram-negative organisms,has become a global public health threat often through the spread of mobile genetic elements.Conjugation represents a major form of HGT and involves the transfer of DNA from a donor bacterium to a recipient by direct contact.Conjugative plasmids,a major vehicle for the dissemination of antimicrobial resistance,are selfish elements capable of mediating their own transmission through conjugation.To spread to and survive in a new bacterial host,conjugative plasmids have evolved mechanisms to circumvent both host defense systems and compete with co-resident plasmids.Such mechanisms have mostly been studied in model plasmids such as the F plasmid,rather than in conjugative plasmids that confer antimicrobial resistance(AMR)in important human pathogens.A better understanding of these mechanisms is crucial for predicting the flow of antimicrobial resistance-conferring conjugative plasmids among bacterial populations and guiding the rational design of strategies to halt the spread of antimicrobial resistance.Here,we review mechanisms employed by conjugative plasmids that promote their transmission and establishment in Gram-negative bacteria,by following the life cycle of conjugative plasmids. 展开更多
关键词 Horizontal gene transfer Antimicrobial resistance Conjugative plasmids Type IV secretion system Restriction-modification systems SOS response Entry exclusion Fertility inhibition
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