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RAPD analysis of wild stock of penaeid shrimp (Penaeus chinensis )in Chinese coastal waters of the Huanghai Sea and coastal waters of the Bohai Sea 被引量:18
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作者 Liu Ping Kong Jie +2 位作者 Shi Tuo Zhuang Zhimeng Deng Jingyao (l. huanghai Sea Fisheries Research institute , Chinese Academy of Fishery Sciences, Qingdao 266071, China) 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2000年第1期119-126,共8页
Genetic diversity of 32 individuals of P. chinensis in the Chinese coastal waters of the Huanghai and Bobal Seas was detected by RAPD technique. Twenty decamer primers of OPI were used for DNA amplification for each i... Genetic diversity of 32 individuals of P. chinensis in the Chinese coastal waters of the Huanghai and Bobal Seas was detected by RAPD technique. Twenty decamer primers of OPI were used for DNA amplification for each individual. The results showed that: Seventeen primers obtained reproducible fingerprints, and the bands were clear. Thirty--nine of 106 loci detected were polymorphic, amounting to 36. 8 %. Mean genetic distance was 0. 094 1 0. 020 6; 68 markers (63. 2 % of the total) showed stable homogeneity in all of the 32 individuals. 展开更多
关键词 Penaeus chinensis stock of the Huanghai and Bohai Seas RAPD technique genetic diversity
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Genetic analysis and mapping of rice(Oryza sativa L.)male-sterile(OsMS-L)mutant 被引量:6
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作者 LIUHaisheng CHUHuangwei +11 位作者 LIHui WANGHonamei WEIJiali LINa DINGShuyan huanghai MAHong HUANGChaofeng LUODa YUANGzheng LIUJianhua ZHANGDabing 《Chinese Science Bulletin》 SCIE EI CAS 2005年第2期122-125,共4页
A rice male-sterile mutant OsMS-L of japonica cultivar 9522 background, was obtained in M4 population treated with Co γ-Ray. Genetic analysis indicated that the 60 male-sterile phenotype was controlled by a single re... A rice male-sterile mutant OsMS-L of japonica cultivar 9522 background, was obtained in M4 population treated with Co γ-Ray. Genetic analysis indicated that the 60 male-sterile phenotype was controlled by a single recessive gene. Results of tissue section showed that at microspore stage, OsMS-L tapetum was retarded. Then tapetal cells ex- panded and microspores degenerated. No matured pollens were observed in OsMS-L anther locus. To map OsMS-L lo- cus, an F2 population was constructed from the cross be- tween the OsMS-L (japonica) and LongTeFu B(indica). Firstly, the OsMS-L locus was roughly mapped between two SSR markers, RM109 and RM7562 on chromosome 2. And then eleven polymorphic markers were developed for further fine fine-mapping. At last the OsMS-L locus was mapped between the two InDel markers, Lhs10 and Lhs6 with genetic distance of 0.4 cM, respectively. The region was delimited to 133 kb. All these results were useful for further cloning and functional analysis of OsMS-L. 展开更多
关键词 遗传分析 OsMS-L 突变异种 育种 基因图 分子标记 转基因作物
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Flat jet electrochemical milling of TC4 alloy with tailoring backward parallel flow 被引量:1
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作者 huanghai KONG Ningsong QU 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2024年第4期574-592,共19页
In flat jet electrochemical milling, the electrolyte forms a backward parallel flow after impacting the workpiece, resulting in a weak current density distribution on the workpiece. Poor surface quality usually occurs... In flat jet electrochemical milling, the electrolyte forms a backward parallel flow after impacting the workpiece, resulting in a weak current density distribution on the workpiece. Poor surface quality usually occurs on the machined titanium alloy surface because it inevitably suffers from the weak current density. In this study, a method of flat jet electrochemical milling with tailoring the backward parallel flow was proposed to eliminate the negative effects caused by the weak current density. Multiphysics simulations are carried out to comprehend the mechanism of flat jetEC milling with tailoring backward parallel flow and better construct the novel tool electrode.Experiments on flat jet electrochemical milling of TC4 alloy with and without tailoring backward parallel flow are conducted. The results reveal that, compared with flat jet electrochemical milling without tailoring backward parallel flow, the recommended tool reduces the surface roughness by86% to 93%, and improves the material removal rate by 93% to 163% with different feed rates.Additionally, the recommended tool is more conducive to maintaining the inherent hardness of the material. Finally, a surface with low Sa of 0.37 μm is obtained. 展开更多
关键词 Flat jet electrochemical milling TC4 alloy Surface roughness Micro-hardness Material removal rate
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Application of RAPD technology for identification in three different stocks of Penaeus chinensis 被引量:5
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作者 Liu Zhenhui1, Kong Jie 2, Liu Ping2, Deng Jingyao2 1. College of Marine Biology Science, Ocean University of China, Qingdao 266003, China 2. huanghai Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao, 266071, China 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2003年第4期629-634,共6页
The genetic structure of three stocks (K, H and S) of Penaeus chinensis was detected by RAPD method which useed 41 random oligonucleotide primers with 10 bases. Stock K was from the spawning stock of the western coast... The genetic structure of three stocks (K, H and S) of Penaeus chinensis was detected by RAPD method which useed 41 random oligonucleotide primers with 10 bases. Stock K was from the spawning stock of the western coastal waters of the Korea Peninsula, H was from the Huanghai Sea-Bohai Sea stock and S was from the health cultured stock in Jimo, Shandong Province, China. Three genetic markers, F-02(540), OPN-13(800) and OPN-20(2200), which could differentiate the three different stocks, have been reported. The basic data for marker assisted selection (MAS) on genetic breeding of Penaeus chinensis are provided. 展开更多
关键词 Penaeus chinensis RAPD technology genetic marker
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Macro electrochemical milling and its hybrid variants 被引量:1
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作者 Ningsong QU Xiaolong FANG +7 位作者 Junzhong ZHANG huanghai KONG Yang LIU Minglu WANG Xiaokang YUE Yuehong MA Zhihao SHEN Jiajie CHEN 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2024年第8期1-35,共35页
Macro electromechanical milling has recently attracted increasing attention because numerous large thin-walled structures composed of difficult-to-cut materials are employed in the aerospace field.This paper reviews r... Macro electromechanical milling has recently attracted increasing attention because numerous large thin-walled structures composed of difficult-to-cut materials are employed in the aerospace field.This paper reviews recent developments in state-of-the-art macro electromechanical milling.The fundamental aspects of material removal mechanisms,such as the generation and breakdown behaviors of passive oxide films of typical difficult-to-cut materials,were discussed.Rapid methods for breaking down passive films are summarized,and simulation methods for the machining process coupling multiple physical fields are introduced.Specific electrochemical milling methods,including fly mode electrochemical milling and sink electrochemical milling,are classified.Efforts made to improve process performance,such as the material removal rate,surface quality,and machining accuracy,are discussed.In addition,the main hybrid electrochemical milling methods,including electrochemical discharge milling,mechano-electrochemical milling,and electrochemical mill grinding,are also presented. 展开更多
关键词 Electrochemical machining Electrochemical milling Material removal rate Surface quality Electrochemical discharge milling Electrochemical millgrinding
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Helical wire electrochemical discharge machining on large-thickness Inconel 718 alloy in lowconductivity salt-glycol solution 被引量:3
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作者 Weijing KONG Yongbin ZENG +2 位作者 Ziyu LIU Xiaoyun HU huanghai KONG 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2023年第5期522-533,共12页
Wire electrochemical machining(WECM) is a flexible and effective method for machining complex-shaped metal components, but the ability to machine large-thickness workpieces is hampered by the difficulty of transportin... Wire electrochemical machining(WECM) is a flexible and effective method for machining complex-shaped metal components, but the ability to machine large-thickness workpieces is hampered by the difficulty of transporting electrolytic products in the narrow machining gap. This paper proposes a novel hybrid machining technique that combines the characteristics of WECM and wire electric discharge machining(WEDM), namely, helical wire electrochemical discharge machining. The formation mechanism of electrical discharge in salt-glycol solution was elucidated.Experiments and simulation were conducted to verify the machining mechanism and investigate the performance of the proposed technique. The results show that as the recast layer can be removed by electrochemical action during the proposed process, the surface quality is effectively improved.Minimum surface roughness of the slit sidewall after machining reaches Ra= 0.12 μm. Minimum standard deviation of the slit after machining reaches 5 μm. Moreover, the existence of the discharges significantly improves the transport of the electrolytic products, thus ensuring high machining efficiency. In the experiments, the maximum feed rate of the helical wire electrochemical discharge machining reaches 7 μm/s(12.6 mm^(2)/min). Finally, mortise structures of Inconel 718 with good machining accuracy and surface quality are fabricated with a feed rate of 5 μm/s(9 mm^(2)/min),demonstrating that electrical discharge assisted helical wire ECM is a promising technique for machining large-thickness hard metal materials. 展开更多
关键词 Hybrid machining Helical wire Inconel 718 Low-conductivity salt-glycol solution WECDM
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Study on purification and ultrastructure of a baculovirus in Penaeus chinensis 被引量:4
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作者 Shi Tuo, Kong Jie, Bao Zhenmin, Liu Ping and Wang Chongming (huanghai Sea Fisheries Research Institute, Qingdao 266071, China)Liang Xingming, (College of Marine Life Sciences, Ocean University of Qingdao, Qingdao 266003, China) 《Acta Oceanologica Sinica》 SCIE CAS CSCD 1998年第4期495-502,共8页
A kind of baculovirus was isolated from the cephalothorax homogenate of sick or morbid Penaeus chinensis by differential centrifugation and density gradient centrifugation. Electron microscopic examination of ultrathi... A kind of baculovirus was isolated from the cephalothorax homogenate of sick or morbid Penaeus chinensis by differential centrifugation and density gradient centrifugation. Electron microscopic examination of ultrathin section of the gills, stomach and mid-gut tissues also revealed the presence of rod-shaped baculoviral particles with the same size in the affected cell nuclei, where most of the virions arranging in cluster assembled and caused a series of cytopathic changes. The virion covered with bilaminal envelope was 320 ~ 400 nm × 100 ~ 130 nm in size, whereas the nucleocapsid ranged in size of 250~ 300 nm in length and 70 ~ 100 nm in breadth respectively. No nuclear polyhedron or granulin occlusion theies have been found in cells. According to the principle of viral classification, this newly found virus could probably belong to the non-occluded subgroup of insect baculoviridae, i. e., C subgroup baculovirus. 展开更多
关键词 Penaeus chinensis non-occluded baculovirus isolation and purification electronic observation
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A MODIFIED INTERPOLATION APPROACH FOR TOPOLOGY OPTIMIZATION 被引量:2
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作者 Yixian Du Shuangqiao Yan +2 位作者 Yan Zhang huanghai Xie Qihua Tian 《Acta Mechanica Solida Sinica》 SCIE EI CSCD 2015年第4期420-430,共11页
In view of the fact that the follow-up search for an optimal topology is affected by deleting a large number of high-relative-density elements. When the typical density interpolation approach, namely, solid isotropic ... In view of the fact that the follow-up search for an optimal topology is affected by deleting a large number of high-relative-density elements. When the typical density interpolation approach, namely, solid isotropic microstructures with penalization (SIMP), is employed in the continuum structural topology optimization, a new density interpolation approach based on the logistic function is proposed in this paper. This method can weaken low-relative-density elements while enhancing high-relative-density elements by polarization, and then rationally realize polarization of the intermediate density elements. It can reduce the number of gray-scale elements as much as possible to get the optimal topology with distinct boundaries in conjunction with the sensitivity filtering method based on particle swarm optimization (PSO). Several typical numerical examples are given to demonstrate this method. 展开更多
关键词 topology optimization density interpolation approach logistic function gray-scaleelement
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Model Investigation on Composite Failure Prediction of π-Joint Structures 被引量:2
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作者 Zhao Libin Qin Tianliang +3 位作者 huanghai Liang Xianzhu Chang Haifeng Cao Zhenghua 《稀有金属材料与工程》 SCIE EI CAS CSCD 北大核心 2009年第A03期105-108,共4页
This paper was concerned with the tensile mechanics behavior of the composite π-joint under static tensile loading. The numerical strength analysis methodology was presented containing the basis assumption for the an... This paper was concerned with the tensile mechanics behavior of the composite π-joint under static tensile loading. The numerical strength analysis methodology was presented containing the basis assumption for the analysis, the material modeling, and the selected element type. It was assumed that the composite ply had transverse isotropic material properties and the adhesive had linear elastic properties. With the goal of the strength analysis to determine the onset of the damage initiation and the ultimate failure load, two stiffness degradation models were discussed and a modified maximum stress failure criteria was presented. To verify the numerical model, a pull-off test scheme was performed and the experimental data of five specimens were given. The experimental results indicate that the damage initiation location and the failure load were consistent with numerical predictions and verified the feasibility of the numerical model. 展开更多
关键词 复合材料 胶粘剂 拉伸力学 复合层
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基于BIM+物联网技术的装配式建筑全过程质量管理研究 被引量:48
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作者 孙玉芳 吴霞 +1 位作者 何孟霖 丛旭辉 《建筑经济》 北大核心 2021年第5期58-61,共4页
建筑行业的生产方式正由传统的现场作业模式向预制构件生产+装配模式转变。伴随着生产方式的转变,如何有效控制生产方式转变导致的装配式建筑质量问题,成为亟需解决的问题。分析BIM+物联网技术在装配式建筑全过程质量管理要点,并结合工... 建筑行业的生产方式正由传统的现场作业模式向预制构件生产+装配模式转变。伴随着生产方式的转变,如何有效控制生产方式转变导致的装配式建筑质量问题,成为亟需解决的问题。分析BIM+物联网技术在装配式建筑全过程质量管理要点,并结合工程实例介绍BIM+物联网质量管控方法和效果。 展开更多
关键词 装配式建筑 全过程质量管理 BIM+物联网
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乡村产业高质量发展的内涵特征、影响因素及实现路径——基于全国乡村产业高质量发展“十大典型”案例研究 被引量:40
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作者 王瑞峰 《经济体制改革》 CSSCI 北大核心 2022年第1期73-81,共9页
乡村产业高质量发展是全面实施乡村振兴战略的内在要求。运用聚类分析与案例分析相结合的研究方法,演绎乡村产业高质量发展的内涵特征,并探索其影响因素及实现路径。研究发现,政府因素、区域因素、创新因素、品牌因素和目标因素是乡村... 乡村产业高质量发展是全面实施乡村振兴战略的内在要求。运用聚类分析与案例分析相结合的研究方法,演绎乡村产业高质量发展的内涵特征,并探索其影响因素及实现路径。研究发现,政府因素、区域因素、创新因素、品牌因素和目标因素是乡村产业高质量发展的主要影响因素。进一步通过组态分析得到"平台主导型""全面+均衡发展型""政府+品牌主导型""政府+创新主导型"四条乡村产业高质量发展的有效路径。未来,应强化政府主导地位、实施推动主体培育战略,深挖地区基础资源要素、实施差异化策略,树立品牌意识、实施品牌培育与推广战略,明确农民效用最大化目标、多渠道多途径带动农民增收创业,以有效推动乡村产业高质量发展。 展开更多
关键词 乡村产业 高质量发展 影响因素 乡村振兴 QCA
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数字普惠金融、农业农村高质量发展与农民共同富裕 被引量:36
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作者 王瑞峰 《中国流通经济》 CSSCI 北大核心 2023年第6期90-103,共14页
为回应学界对于数字普惠金融与农民收入之间的争议并揭示数字普惠金融促进农民共同富裕的作用机制,在辨析农民共同富裕经济内涵、价值维度的基础上,从质量变革、效率变革及动力变革三个维度阐释并构建数字普惠金融促进农民共同富裕的理... 为回应学界对于数字普惠金融与农民收入之间的争议并揭示数字普惠金融促进农民共同富裕的作用机制,在辨析农民共同富裕经济内涵、价值维度的基础上,从质量变革、效率变革及动力变革三个维度阐释并构建数字普惠金融促进农民共同富裕的理论分析框架,进而以农业产业结构调整指数、农业劳动生产率、涉农专利申请量为调节变量,基于SEM复杂中介效应检验模型,利用2011—2020年北京大学数字普惠金融指数,以及我国31个省、区、市的相关统计数据,进行复杂影响效应分析。研究发现:从全国范围来看,数字普惠金融对农民总体富裕程度和发展成果共享均呈现出较为显著的负向影响,但引入质量变革、效率变革及动力变革三个调节变量后,数字普惠金融则对农民总体富裕程度和发展成果共享呈现出显著的正向影响。进一步研究发现,效率变革和动力变革在数字普惠金融与农民共同富裕之间调节效应的区域异质性并不明显,而质量变革在数字普惠金融与农民共同富裕之间的调节效应则存在显著异质性,且动力变革在数字普惠金融与农民共同富裕之间的调节效应最为明显,效率变革次之,质量变革最小。机制分析发现,数字普惠金融不仅可以通过驱动动力变革提升农民工资性收入并缩小城乡工资性收入差距,而且可以通过推动效率变革提升农民工资性收入、经营净收入、财产净收入并缩小城乡工资、经营、财产收入差距,数字普惠金融使用深度加深则能够引导质量变革提升农民工资性收入并缩小城乡工资性收入差距。可见,数字普惠金融的使用深度和农民工资性收入是数字普惠金融在高质量发展中促进农民共同富裕的关键点和着力点。因此,为充分发挥数字普惠金融促进农民共同富裕的积极作用,需要从明确农业农村高质量发展的核心调节作用、突出工作 展开更多
关键词 农民共同富裕 数字普惠金融 农业农村高质量发展
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中国粮食产业高质量发展评价及实现路径 被引量:35
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作者 王瑞峰 李爽 +1 位作者 王红蕾 李靖 《统计与决策》 CSSCI 北大核心 2020年第14期93-97,共5页
在新形势下研究中国粮食产业高质量发展问题具有重要的意义。文章基于价值链分析构建中国粮食产业高质量发展内涵框架体系,并利用基于成分数据的SEM模型对2009—2017年中国粮食产业高质量发展状况进行评价,结果显示:(1)对于中国粮食产... 在新形势下研究中国粮食产业高质量发展问题具有重要的意义。文章基于价值链分析构建中国粮食产业高质量发展内涵框架体系,并利用基于成分数据的SEM模型对2009—2017年中国粮食产业高质量发展状况进行评价,结果显示:(1)对于中国粮食产业高质量发展而言,粮食生产和加工环节的效率指标、粮食外贸环节指标、粮食消费环节居民消费结构与水平、农业生态可持续指标、粮食产业就业人数和收入、粮食产业科技人数等指标更具重要性;(2)从回归结果来看,粮食比较优势、粮食零售价格变动和农业可持续等方面是当前推动中国粮食产业高质量发展急需解决的问题。针对评价结果,文章提出了粮食产业高质量发展的实现路径。 展开更多
关键词 粮食产业 高质量发展 价值链分析 SEM
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涉农电商平台对我国农业经济发展的影响效应评估——以农村淘宝为例 被引量:33
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作者 王瑞峰 《中国流通经济》 CSSCI 北大核心 2020年第11期68-77,共10页
平台经济作为21世纪备受关注的经济模式,在我国农业经济发展过程中扮演着重要角色。为对过去一段时期涉农电商平台的经济影响效应进行客观而准确的评估,根据平台经济基本特征,在探讨涉农电商平台对农业经济发展影响机理的基础上,利用改... 平台经济作为21世纪备受关注的经济模式,在我国农业经济发展过程中扮演着重要角色。为对过去一段时期涉农电商平台的经济影响效应进行客观而准确的评估,根据平台经济基本特征,在探讨涉农电商平台对农业经济发展影响机理的基础上,利用改进的双重差分(DID)模型和三重差分(DDD)模型,从政策效应、规模效应、集聚效应三个维度着眼,评估涉农电商平台的经济影响效应。研究发现,涉农电商平台通过影响农产品供需、平台自身价值提升、平台集聚发展等为农业经济发展注入活力。实证发现,涉农电商平台对农业经济发展影响的政策效应、规模效应、集聚效应均具有显著性,但均呈现边际效应递减趋势,且涉农电商平台对农民收入的提升并不具有显著影响。因此,为充分发挥涉农电商平台对农业经济发展的促进作用,需要从推动农业经济发展与农民增收、扩大农民在供需两侧的参与度、借助区域优势大力发展平台经济等三方面入手,重新定位涉农电商平台在农业经济发展中的功能和作用,重点关注涉农电商平台对农业发展新模式、新动能、新业态的培育,涉农电商平台对农业经济发展的引导,相关产业基础设施的配套等方面。 展开更多
关键词 涉农电商平台 经济影响 边际效应 改进的双重差分模型
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中国大学生网络成瘾发生率的Meta分析 被引量:32
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作者 刘奕蔓 李丽 +6 位作者 马瑜 梁忠环 孙在福 崔久岗 刘政义 赵非一 付强强 《中国循证医学杂志》 CSCD 北大核心 2021年第1期61-68,共8页
目的系统评价中国大学生网络成瘾的发生情况。方法计算机检索PubMed、EMbase、VIP、WanFang Data和CNKI数据库,搜集大学生网络成瘾发生率的横断面研究,检索时限均为建库至2020年2月。由2名研究者独立筛选文献、提取资料并评价纳入研究... 目的系统评价中国大学生网络成瘾的发生情况。方法计算机检索PubMed、EMbase、VIP、WanFang Data和CNKI数据库,搜集大学生网络成瘾发生率的横断面研究,检索时限均为建库至2020年2月。由2名研究者独立筛选文献、提取资料并评价纳入研究的偏倚风险后,采用Stata 16.0软件进行Meta分析。结果共纳入65个横断面研究,包括87702例研究对象。Meta分析结果显示,我国大学生网络成瘾总发生率为10.7%[95%CI(9.6%,11.8%)]。其中,2011~2018年网络成瘾发生率为11.7%[95%CI(10.2%,13.2%)]高于2005~2010年的9.6%[95%CI(8.1%,11.1%)];男生为14.6%[95%CI(13.1%,16.0%)]高于女生的6.9%[95%CI(5.9%,7.8%)];城镇生源为12.2%[95%CI(9.3%,15.2%)]高于农村生源的9.0%[95%CI(7.3%,10.6%)];对所学专业不满意的学生为16.2%[95%CI(5.5%,26.8%)]高于满意的学生为5.0%[95%CI(1.3%,8.8%)];学习成绩较差的学生为29.4%[95%CI(11.9%,47%)]高于成绩优秀学生的4.1%[95%CI(1.9%,6.4%)]。结论我国大学生网络成瘾发生率呈明显上升趋势,各地区大学生网络成瘾发生率存在差别,不同性别、所学专业的满意度不同及学习成绩不同的大学生网络成瘾发生率不同。 展开更多
关键词 中国 网络成瘾 发生率 META分析 系统评价 横断面研究
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改进PSO优化的BP神经网络短时交通流预测 被引量:31
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作者 马秋芳 《计算机仿真》 北大核心 2019年第4期94-98,323,共6页
针对目前城市短时交通流预测精度不高的问题,提出一种基于改进粒子群算法优化的BP神经网络短时交通流预测方法。在粒子群算法迭代过程中,当判断算法未成熟收敛时,除最优值对应的个体外,其它部分个体执行遗传算法交叉与变异操作,另外部... 针对目前城市短时交通流预测精度不高的问题,提出一种基于改进粒子群算法优化的BP神经网络短时交通流预测方法。在粒子群算法迭代过程中,当判断算法未成熟收敛时,除最优值对应的个体外,其它部分个体执行遗传算法交叉与变异操作,另外部分个体随机初始化。仿真结果表明,新算法有效提高了收敛精度与稳定性,将其应用于BP神经网络权阈值优化,有效提高了预测精度。在此基础上,开发了基于BP神经网络城市短时交通流预测软件,形象直观,简洁高效,可应用于城市短时交通流预测。 展开更多
关键词 短时交通流 粒子群算法 神经网络 遗传算法
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机器学习在工业网络入侵检测中的研究应用 被引量:21
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作者 何戡 曲超 +2 位作者 宗学军 郑洪宇 纪胜龙 《小型微型计算机系统》 CSCD 北大核心 2021年第2期437-442,共6页
在工业化和信息化两化深度融合的背景下,工业控制网络面临着高强度、持续性的恶意渗透和网络攻击,对国家安全和工业生产构成了巨大威胁.检测工业控制网络遭受恶意攻击,高效区分正常数据和攻击数据的研究已成为热点问题.以密西西比州立大... 在工业化和信息化两化深度融合的背景下,工业控制网络面临着高强度、持续性的恶意渗透和网络攻击,对国家安全和工业生产构成了巨大威胁.检测工业控制网络遭受恶意攻击,高效区分正常数据和攻击数据的研究已成为热点问题.以密西西比州立大学SCADA实验室的能源系统攻击数据集作为工业控制网络入侵检测的主要研究对象,对比不同机器学习算法的准确率、漏警率、虚警率等重要指标,得出综合性能最优的XGBoost算法.为进一步提高入侵检测效率,提出了一种针对XGBoost算法的包裹式特征选择方法,在简化数据集的同时突出不同特征在入侵检测中的重要性.研究结果表明,结合包裹式特征选择的XGBoost算法能有效解决入侵检测问题并提高入侵检测效率,验证了此方法的有效性和科学性. 展开更多
关键词 工业控制网络 机器学习 入侵检测 威胁狩猎 特征选择
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激光熔覆制备高熵合金涂层耐磨性研究进展 被引量:21
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作者 姜明明 孙树峰 +7 位作者 王津 王萍萍 孙晓雨 邵晶 刘纪新 曹爱霞 孙维丽 陈希章 《材料工程》 EI CAS CSCD 北大核心 2022年第3期18-32,共15页
机械零部件的摩擦磨损主要发生在材料表面,约有80%的零件工作失效是由表面磨损造成的。摩擦磨损增加了材料和能量的损耗,降低了可靠性和安全性。使用激光熔覆技术在基体表面制备高熵合金涂层的方法,能够使涂层与基体实现良好的冶金结合... 机械零部件的摩擦磨损主要发生在材料表面,约有80%的零件工作失效是由表面磨损造成的。摩擦磨损增加了材料和能量的损耗,降低了可靠性和安全性。使用激光熔覆技术在基体表面制备高熵合金涂层的方法,能够使涂层与基体实现良好的冶金结合,以达到提升表面耐磨性能的目的。影响高熵合金涂层耐磨性的因素主要有涂层材料的力学性能,如硬度、塑性和韧性;熔覆过程中产生的缺陷,如表面粗糙不平、气孔和裂纹;摩擦工况,如高温环境和腐蚀环境。本文分析总结了激光熔覆高熵合金涂层的耐磨性影响因素及强化机制。首先,阐明了激光工艺参数(激光功率、激光扫描速度、光斑直径)和后处理工艺(热处理和轧制)对涂层质量及性能的影响;其次,概述了组元元素选择、高温环境和腐蚀环境对涂层耐磨性的影响;最后,对激光熔覆技术制备高熵合金涂层存在的问题进行归纳分析,并对未来的发展趋势进行了展望,如基于远平衡态的材料设计理论研发新材料、利用电场-磁场协同或激光-超声振动复合等新工艺提升涂层耐磨性等。 展开更多
关键词 激光熔覆 高熵合金 涂层制备 耐磨性 表面强化
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新零售背景下生鲜电商O2O社区店商业模式研究 被引量:17
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作者 刘元华 马贝贝 《物流工程与管理》 2019年第8期118-121,共4页
新零售背景下生鲜电商市场渗透率较低,众多商家纷纷试水O2O社区店,然而受资本制约、用户消费习惯等因素影响,生鲜电商O2O社区店的商业模式还处于初级阶段。文中探讨了新零售背景下生鲜电商O2O社区店的商业逻辑与经营体系,并分析其商业模... 新零售背景下生鲜电商市场渗透率较低,众多商家纷纷试水O2O社区店,然而受资本制约、用户消费习惯等因素影响,生鲜电商O2O社区店的商业模式还处于初级阶段。文中探讨了新零售背景下生鲜电商O2O社区店的商业逻辑与经营体系,并分析其商业模式,探讨了O2O社区店商业模式实施的保障措施,为生鲜电商O2O社区店的发展提供建议及参考。 展开更多
关键词 新零售 生鲜电商 O2O 社区店 商业模式
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Buck变换器的鲁棒离散积分滑模控制 被引量:18
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作者 郑长明 张加胜 +1 位作者 许睿 张国程 《电工技术学报》 EI CSCD 北大核心 2019年第20期4306-4313,共8页
Buck变换器在受到参数摄动和外部负载扰动时,传统电压PI控制无法获得满意的动态响应和抗扰性,且传统滑模控制多基于连续时间域和电压单闭环设计,不仅在离散实现时存在稳定性问题,而且电压动态特性较双闭环控制差得多。为此,提出Buck变... Buck变换器在受到参数摄动和外部负载扰动时,传统电压PI控制无法获得满意的动态响应和抗扰性,且传统滑模控制多基于连续时间域和电压单闭环设计,不仅在离散实现时存在稳定性问题,而且电压动态特性较双闭环控制差得多。为此,提出Buck变换器的一种鲁棒离散积分滑模(DISM)电压控制策略。首先,在保留传统双闭环控制电流内环的基础上,重建含集中扰动的离散电压模型,设计全局鲁棒性DISM电压控制器,提高了输出电压的动态品质和抗扰性。其次,利用“延迟扰动估计”策略对集中扰动进行在线估计和补偿,使得控制器可工程实现并抑制滑模抖振。最后,给出所提出控制器的稳定性分析和参数设计准则,并与传统电压PI控制进行仿真和实验对比,验证了所提控制器优越性。 展开更多
关键词 BUCK 变换器 鲁棒控制 离散积分滑模 扰动估计
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