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FDI, Geographic Location and Their Impacts on the Pattern of Regional Economic Development in China
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作者 Long Wei Peter M. Lichtenstein 《Chinese Business Review》 2004年第3期1-8,共8页
This paper states how the reciprocal matching of foreign direct investment (FDI) and geographic location generally determine the pattern of regional economic development in China by analyzing the co-relations among ... This paper states how the reciprocal matching of foreign direct investment (FDI) and geographic location generally determine the pattern of regional economic development in China by analyzing the co-relations among geographic location, FDI and regional economic development. Among various factors that affect FDI inflow into specific regions of China, it is believed that geographic location might be one of the most essential factors in shaping the overall trend of diversification in regional economic development in China. Examinations are followed for identifying the above judgment both with econometric models and data analysis. 展开更多
关键词 FDI geographic location pattern of regional economic development
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Determination of the Nucleation Region Location of Si Nano-Crystal Grains Prepared by Pulsed Laser Ablation through Changing Position of Substrates
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作者 Zechao Deng Qingshan Luo +4 位作者 Ziqiang Hu Xiaolong Zhang Xuecheng Ding Lizhi Chu Yinglong Wang 《Journal of Surface Engineered Materials and Advanced Technology》 2013年第2期133-137,共5页
To determine the nucleation region location of Si nano-crystal grains, pulsed laser ablation of Si target is performed in Ar gas of 10 Pa at room temperature with laser fluence of 4 J/cm2, the substrates are located h... To determine the nucleation region location of Si nano-crystal grains, pulsed laser ablation of Si target is performed in Ar gas of 10 Pa at room temperature with laser fluence of 4 J/cm2, the substrates are located horizontal under ablation spot with different vertical distance. Characteristics of deposited grains are described by scanning electron microscopy, Raman scattering and X-ray diffraction spectra, the results indicate that deposition position on substrates in a certain range is relative to target surface, which changes according to different vertical distance of substrates to ablation spot. Grain size increased?at first and then decreased with addition of lateral distances to target in the range, but the integral distribution rule was independent of position of substrates. Combining with hydrodynamics model, nucleation division model, thermokinetic equation and flat parabolic motion, spatial nucleation region location of grains is obtained through numerical calculations, which is 2.7 mm-43.2 mm to target surface along the plume axis. 展开更多
关键词 NUCLEATION region location SI NANO-CRYSTAL Grains Pulsed Laser Ablation
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Decision Support for DCs Location and Distribute Range Planning: Case Study in Asia-Pacific Region
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作者 WATTANAAMAT Patikorn MATSUMARU Masanobu YAMASHITA Hiroshi 《Journal of Electronic Science and Technology of China》 2004年第3期22-26,共5页
A major concern is to locate manufacturing plants and/or distribution centers to serve the needs of consumers widely and rapidly with reasonably distributive cost and flexible delivery time. The purpose of this resear... A major concern is to locate manufacturing plants and/or distribution centers to serve the needs of consumers widely and rapidly with reasonably distributive cost and flexible delivery time. The purpose of this research is to help enhance a decision support for three distribution center locations with different ranges of area in order that the distributors are able to serve appropriately the retailers in twelve large cities or capitals of the nine countries in Asia-Pacific region. The researcher applies the theory of supply chain and logistics management systems with Excel, Visual Basic and Genetic Algorithms programs to find the research results. The research results revealed that the interfaces of Excel, Visual Basic, and Genetic Algorithms programs helped decision support in distribution range selection for 3 distribution center locations. Each of which had different ranges of area for distribution with a rapidly, flexibly distributed time. However, variables resulting in a decision-making should be adjusted under certain circumstances for more reliable, specific needs. 展开更多
关键词 distribution centers locationS RANGE Asia-Pacific region
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Reconstruction of Industrial Location in View of Industrial Agglomeration 被引量:4
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作者 ZHU Huayou DING Sibao 《Chinese Geographical Science》 SCIE CSCD 2006年第4期294-298,共5页
The Industrial Agglomeration Theory has been evolving all the time. The study on the industrial location has become the focus of the massive theoretical location problems about agglomeration since the 1970s. The autho... The Industrial Agglomeration Theory has been evolving all the time. The study on the industrial location has become the focus of the massive theoretical location problems about agglomeration since the 1970s. The authors here analyze the evolution and the characteristics of the Industrial Agglomeration Theory and study its effect on the reconstruction of industrial location. The study suggests that the new idea ofrecoustmction of industrial location is to cultivate regional innovative system. On this basis, the authors analyze two cases of old industrial bases on their constniction-Tiexi Industrial District in Shenyang City and Changchun Industrial Economic Development Zone. Finally, the authors put forward some suggestions that should be regarded, which include: 1) to combine industrial location reconstruction and enterprises' inner reform; 2) to speed up adjustment of resources and opening to the world; 3) to combine government mechanism with the market mechanism properly. 展开更多
关键词 industrial location industrial agglomeration reconstruction of industrial location old industrial district regional innovation system
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Influential Factors in Employment Location Selection Based on “Push-Pull” Migration Theory—A Case Study in Three Gorges Reservoir Area in China 被引量:10
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作者 XU Ding-de ZHANG Ji-fei +3 位作者 XIE Fang-ting LIU Shao-quan CAO Meng-tian LIU En-lai 《Journal of Mountain Science》 SCIE CSCD 2015年第6期1562-1581,共20页
In China, farmers employed in non-farm work have become important socio-economic actors, but few studies have examined the farmers' perspective in making their work location choices. Based on "push-pull"... In China, farmers employed in non-farm work have become important socio-economic actors, but few studies have examined the farmers' perspective in making their work location choices. Based on "push-pull" migration theory, this paper utilizes sectional data from a 2013 survey of farmers in China's Three Gorges Reservoir area to empirically analyze the factors influencing migrant workers' choice of employment location. The results indicate that 60.46% of laborers have migrated from their home province, whereas 39.54% have remained in their home province. Focusing on personal, household, and community characteristics—in addition to the economic characteristics of the sample counties—multinomial logistic regression models reveal that farmer-laborers' employment location decisions are influenced by their personal capital endowment(age, years of education and social networks), family structure(the number of laborers, elders, children and students), home village characteristics(location, economic development level and the degree of relief of the land) and home county economic development level. Notably, male and female laborers' location decisions reveal a converging trend, and their differences are not pronounced. Per capita arable land area has little influence on location decisions, whereas the educational level of laborers has a significant impact. The results differ significantly from those found in previous studies. 展开更多
关键词 Off-farm employment location selection Migrants Push-Pull migration theory Three Gorges Reservoir region China
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A Cooperative Location Management Scheme for Mobile Ad Hoc Networks 被引量:1
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作者 Demin LI Jiacun WANG +2 位作者 Liping ZHANG Hao LI Jie ZHOU 《International Journal of Communications, Network and System Sciences》 2009年第8期732-741,共10页
A mobile ad hoc network (MANET) is a kind of wireless ad hoc network. It is a self-configuring network of mobile routers connected by wireless links. Since MANETs do not have a fixed infrastructure, it is a chal-lenge... A mobile ad hoc network (MANET) is a kind of wireless ad hoc network. It is a self-configuring network of mobile routers connected by wireless links. Since MANETs do not have a fixed infrastructure, it is a chal-lenge to design a location management scheme that is both scalable and cost-efficient. In this paper, we propose a cooperative location management scheme, called CooLMS, for MANETs. CooLMS combines the strength of grid based location management and pointer forwarding strategy to achieve high scalability and low signaling cost. An indepth formal analysis of the location management cost of CooLMS is presented. In particular, the total location management cost of mobile nodes moving at variable velocity is estimated using the Gauss_Markov mobility model for the correlation of mobility velocities. Simulation results show CooLMS performs better than other schemes under certain circumstances. 展开更多
关键词 Ad HOC Network Grid HOME region location Management FORWARDING POINTER COST Estimation
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NUMERICAL CLASSIFICATION OF REGIONAL STRUCTURE OF AGRO-ECOSYSTEM IN GUANGDONG
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作者 罗曼嘉 《Chinese Geographical Science》 SCIE CSCD 1991年第2期60-71,共12页
On the basis of 'The Statistical Data of Guangdong Province in 1981' and the 14 selected original variables, 107 counties and suburbs in Guangdong are classified. In the classification, cluster analysis is app... On the basis of 'The Statistical Data of Guangdong Province in 1981' and the 14 selected original variables, 107 counties and suburbs in Guangdong are classified. In the classification, cluster analysis is applied, and the cluster hierarchy of the agro-ecosystem is achieved with a computer. According to output level, planting structure, and input level of energy, there is an evident regionalism in the agro-ecosystem of Guangdong, which presents approximately concentric circles centralized by Guangzhou City. 展开更多
关键词 AGRO-ECOSYSTEM regional structure CLUSTER analysis location QUOTIENT
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A STUDY ON RATIONAL LOCATION OF THE COTTON PRODUCTION IN CHINA
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作者 祝卓 《Chinese Geographical Science》 SCIE CSCD 1991年第2期35-46,共12页
Cotton is the leading cash crop in China. The cotton sown area accounts for about 30per cent of the total sown area of all the various cash crops. It is the main material used in the textile industry in China. More th... Cotton is the leading cash crop in China. The cotton sown area accounts for about 30per cent of the total sown area of all the various cash crops. It is the main material used in the textile industry in China. More than 95per cent of textile materials were cotton during the 1950s; and it still occupies 80per cent at present. There are some problems concerning rational location of cotton production in China. In order to solve the problems existing in civil cotton production and supply, in view of strategy, a number of cotton production bases must be selected and built step by step in a planned way. The location of cotton production should be adjusted progressively in accordance with the existing problems. The existing cotton production regions should be consolidated and improved. The cotton production region of the middle and lower reaches of the Huanghe River should be renewed quichly to make it become the largest stable and high-yield cotton preduction region. In the regions with suitable natural 展开更多
关键词 COTTON PRODUCTION location of COTTON PRODUCTION COTTON PRODUCTION region
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AN APPROACH ON THE INDUSTRIAL STRUCTURE AND INDUSTRIAL LOCATION IN WEST CHINA
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作者 Wu Wei(Institute of Geography, CAS, Beijing 100101 People’s Repubic of China)Dong Suocheng(Commission for Integrated Survey of Natural Resources, CAS, Beijing 100101 People’s Repubic of China)Xu Conmao(College of Economics, Hainan University, Haikou 57000 《Journal of Geographical Sciences》 SCIE CSCD 1994年第Z2期183-194,共12页
The Paper gives a general review of the industrial development process in West China. discusses the basic characteristics and problems of the region's industrial structure and location in terms of industrial branc... The Paper gives a general review of the industrial development process in West China. discusses the basic characteristics and problems of the region's industrial structure and location in terms of industrial branch composition, industrial distribution, linkages between state-owned enterprises and local industrial enterprises, and comparisons of West China with coastal zone of East China. Suggestions are given for future development. 展开更多
关键词 regional development industrial location West China
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A User Proprietary Obfuscate System for Positions Sharing in Location-Aware Social Networks
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作者 Wei Cherng Cheng Masayoshi Aritsugi 《Journal of Computer and Communications》 2015年第5期7-20,共14页
A user’s trajectory can be maliciously monitored by adversaries when they share the positions in location-aware social networking applications which require users to update their own locations continuously. An advers... A user’s trajectory can be maliciously monitored by adversaries when they share the positions in location-aware social networking applications which require users to update their own locations continuously. An adversary infers user’s locations from the trajectories, and gleans user’s private information through them via location-aware social networking applications and public available geographic data. In this paper, we propose a user proprietary obfuscate system to suit situations for position sharing and location privacy preserving in location-aware social network. Users transform the public available geographic data into personal obfuscate region maps with pre-defined profile to prevent the location leaking in stationary status. Our obfuscation with size restricted regions method tunes user’s transformed locations fitting into natural movement and prevents unreasonable snapshot locations been recorded in the trajectory. 展开更多
关键词 location PRIVACY Obfuscate region Maps location-AWARE POSITIONS SHARING
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Effect of <i>pyk</i>gene location on constructing dATP conversion <i>E. coli</i>strain
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作者 Xiujuan Xin Jie Bao 《Advances in Bioscience and Biotechnology》 2013年第1期75-80,共6页
A dATP conversion E. coli strain could be constructed when both pyk and adk1 gene were expressed successfully. pyk gene encodes pyruvate kinase (PK) could be expressed, when inserted it before adk1 gene which encodes ... A dATP conversion E. coli strain could be constructed when both pyk and adk1 gene were expressed successfully. pyk gene encodes pyruvate kinase (PK) could be expressed, when inserted it before adk1 gene which encodes adenylate kinase (AK) in plasmid pET-pyk-adk1 after transform into E. coli and the recombinant could be used to convert dATP from dAMP. Another plasmid pET-adk1-pyk, which inserted pyk gene behind of adk1, the recombinant E. coli transformed with this plasmid could not convert dAMP into dATP, pyk gene cannot be translated in this recombinant. The different translation levels of pyk with gene location switching caused mainly by the different secondary structures formed by the 5’-untranslation regions and the gene sequence of its5’-terminal. The dATP product E. coli strain could be constructed when cloned pyk gene at an optimum location. 展开更多
关键词 pyk Gene location dATP CONVERSION STRAIN 5-Untranslation regions
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Research on Location Routing Problem (LRP) Based on Chaos Search (CS) and Empirical Analysis
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作者 Qian Zhang Zhongming Shen Xianji Zhang 《American Journal of Operations Research》 2013年第1期147-152,共6页
Due to the problem complexity, simultaneous solution methods are limited. A hybrid algorithm is emphatically proposed for LRP. First, the customers are classified by clustering analysis with preference-fitting rules. ... Due to the problem complexity, simultaneous solution methods are limited. A hybrid algorithm is emphatically proposed for LRP. First, the customers are classified by clustering analysis with preference-fitting rules. Second, a chaos search (CS) algorithm for the optimal routes of LRP scheduling is presented in this paper. For the ergodicity and randomness of chaotic sequence, this CS architecture makes it possible to search the solution space easily, thus producing optimal solutions without local optimization. A case study using computer simulation showed that the CS system is simple and effective, which achieves significant improvement compared to a recent LRP with nonlinear constrained optimization solution. Lastly the pratical anlysis is presented relationship with regional logistics and its development in Fujian province. 展开更多
关键词 Clustering Analysis CHAOS CHAOTIC Behavior location Routing Problem (LRP) LOGISTICS Distribution Optimization regional LOGISTICS
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An Empirical Research of Producer Services' Cluster Development To Regional Industrial Structure Optimization And Upgrading --Based on the Research of 16 central cities' Panel Data in Yangtze River Delta
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作者 LI Zhen-bo ZHANG ming-dou 《International Journal of Technology Management》 2015年第10期80-87,共8页
Based on the 16 central cities' Panel Data in Yangtze River Delta, location quotient index is used in this paper to measure and analyze the current cluster situation of producer services in Yangtze River Delta, fixed... Based on the 16 central cities' Panel Data in Yangtze River Delta, location quotient index is used in this paper to measure and analyze the current cluster situation of producer services in Yangtze River Delta, fixed effects model of Panel Data model is also used in this paper, and the industrial structure is taken as the dependent variable, while the core explanatory variables is the degree of producer services' cluster development, which is calculated by location quotient, moreover, three control variables introduced in this paper and they are technology advantage, education level and R&D spending, and the mentioned above is to empirically study the impacts of producer services' cluster development to the regional industrial structure. As a result, producer services' cluster development has a significant positive role in promoting the regional industrial structure optimization and upgrading, though the extent is not yet a big push and is still to be further strengthened. In this paper, it has provided a strong evidence that under China' s new normal economy, producer services is badly needed to promote regional industrial structure, and finally it makes specific suggestions based on the current cluster situation of producer services in Yangtze River Delta. 展开更多
关键词 producer services location quotient regional industrial structure optimization and upgrading
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Eco-economic Background of Hilly-Gullied Loess Region and Optimized Eco-productive Paradigm of Small Watersheds 被引量:3
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作者 孔正红 张新时 朱桂杰 《Acta Botanica Sinica》 CSCD 2003年第10期1174-1185,共12页
A thorough analysis on its natural environment as well as social economic status of the hilly-gullied loess region is presented. A small watershed, the dominant landscape unit of the region, has been singled out for f... A thorough analysis on its natural environment as well as social economic status of the hilly-gullied loess region is presented. A small watershed, the dominant landscape unit of the region, has been singled out for further and specific study on landscape pattern and function, its social and economic distinctions. The authors proposed several principles based on its eco-economic background study, which includes water balance and efficient use principle, co-development of grass and agro-forestry principle, location optimization principle. Integrated with detailed analysis of a small watershed, an eco-productive paradigm for the loess land's development based on a small watershed scale was worked out. It consists of circle pattern with villages at core for high efficient agriculture production, hierarchical pattern along the slope for eco-economic development, point-axis pattern for commodity production and circulation in small watersheds and core-margin pattern for exchanges among watersheds. 展开更多
关键词 hilly-gullied loess region small watershed landscape pattern and function location optimization
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Systematic Analysis and Optimization of the Agricultural Structure in Ethnic Regions in Northwest Sichuan Province 被引量:1
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作者 GUO Hong,ZOU Yi-xing,WANG Yong-zhi Sichuan Rural Science and Technology Development Center,Chengdu 610041,China 《Asian Agricultural Research》 2010年第5期37-40,44,共5页
Based on introducing the basic conditions of the ethnic regions in northwest Sichuan Province,the thesis analyzes its agricultural development status,which can be classified into two aspects--rich natural resources an... Based on introducing the basic conditions of the ethnic regions in northwest Sichuan Province,the thesis analyzes its agricultural development status,which can be classified into two aspects--rich natural resources and slow agricultural economic growth.Through the analysis on the agricultural structure of northwest Sichuan Province,it is found that the production efficiency and economic benefits of crop planting in this region are low,animal husbandry,as a major industry in pastoral region,sees high production efficiency,the agricultural production is still at the resource-oriented stage;its agricultural structure is still the farming-pastoral structure relying mainly on animal husbandry,planting is dominated by crop planting and potato planting,animal husbandry mainly produces dairy and beef;the ethnic regions in northwest Sichuan Province is endowed with the advantages to grow crops,beans and fruits as well as to produce beef,mutton and milk,among which,three industries,say fruit,beef and dairy are with increasing location quotient and gradually strengthening industrial comparative advantage,while the location quotient of the other industries is declining and their industrial comparative advantages are more stable.In order to promote the agriculture in northwest Sichuan Province to develop in breadth and depth,the thesis proposes the following measures and suggestions:the first one is to adhere to the development strategy of modern animal husbandry;the second is to appropriately improve the proportion of economic crops;the third is to accelerate the development of green food processing industry. 展开更多
关键词 ETHNIC regionS in NORTHWEST SICHUAN PROVINCE OPTIM
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Discovering Event Regions Using a Large-Scale Trajectory Dataset
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作者 Ling Yang Zhijun Li Shouxu Jiang 《国际计算机前沿大会会议论文集》 2015年第1期59-60,共2页
The city is facing the unprecedented pressure with the rapid development and the moving population. Some hidden knowledge can be found to service the social with human trajectory data. In this paper, we define a state... The city is facing the unprecedented pressure with the rapid development and the moving population. Some hidden knowledge can be found to service the social with human trajectory data. In this paper, we define a state-ofthe-art concept on fluctuant locations with PCA method and discover the same attribute of fluctuant locations called event with topic model. In the time slice, locations with the same attribute are called event region. Event regions aim to understand the relationship between spatial-temporal locations in the city and to early-warning analyze for the city planning, construction, intelligent navigation, route planning and location based service. We use GeoLife public data to experiment and verify this paper. 展开更多
关键词 BIG data principal component analysis TOPICAL model FLUCTUATION location EVENT region
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不同容量下并网模式交流微电网短路故障早期检测与区域定位 被引量:1
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作者 郑昕 甘鸿浩 《中国电机工程学报》 EI CSCD 北大核心 2024年第11期4353-4366,I0014,共15页
随着分布式电源(distributed generation,DG)的容量变化,微电网原有的供电结构发生改变,使得潮流大小、方向和功率结构发生变化,对快速检测和定位微电网中的短路故障区域提出了挑战。在MATLAB/Simulink中搭建低压交流微电网模型;通过高... 随着分布式电源(distributed generation,DG)的容量变化,微电网原有的供电结构发生改变,使得潮流大小、方向和功率结构发生变化,对快速检测和定位微电网中的短路故障区域提出了挑战。在MATLAB/Simulink中搭建低压交流微电网模型;通过高尺度小波能量谱算法对微电网与大电网公共连接点(point of common coupling,PCC)处检测到的电流进行分解,提取适应不同容量情况的短路故障特征值,实现了不同容量下微电网短路故障的早期检测;利用小波能量谱特征结合基于正交最小二乘法(orthogonal least square,OLS)的径向基函数(radial basis function,RBF)神经网络算法提出一种适用于不同容量微电网的短路故障区域定位方法,并进行仿真验证;在此基础上设计并网模式微电网短路故障保护硬件系统,并进行实验验证。结果表明,所设计的保护系统能够快速、准确地同时实现并网模式下交流微电网短路故障的早期检测与区域定位。 展开更多
关键词 并网模式微电网 短路故障 小波能量谱 正交最小二乘法(OLS) 径向基函数(RBF) 早期检测 区域定位
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一种基于相机投影模型的管柱图像展开方法
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作者 张家田 张志威 +1 位作者 严正国 赵耀 《西安石油大学学报(自然科学版)》 CAS 北大核心 2024年第2期87-93,共7页
在管柱图像展开过程中,针对摄像机中心轴偏移与图像展开扭曲问题进行理论研究。通过相机成像原理分析,提出了一种基于管柱图像中心定位的模型映射展开算法。该算法利用最大类间方差法(OTSU)和区域标记法(RMA)定位管柱中心确定有效区域,... 在管柱图像展开过程中,针对摄像机中心轴偏移与图像展开扭曲问题进行理论研究。通过相机成像原理分析,提出了一种基于管柱图像中心定位的模型映射展开算法。该算法利用最大类间方差法(OTSU)和区域标记法(RMA)定位管柱中心确定有效区域,通过推导投影函数,建立相机投影模型,改进映射方式,得到了无变形失真的展开图像。实验结果表明:设计方法与当前展开方法相比,消除了失真影响,实现了管柱与图像的量化关系,为后续定量分析提供了新的研究方向。 展开更多
关键词 套管检测 图像展开 中心定位 区域标记 投影模型 模型映射
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ESG表现与企业跨区域投资
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作者 李颖 肖丽芳 续慧泓 《华东经济管理》 CSSCI 北大核心 2024年第4期116-128,共13页
跨区域投资不仅是企业实现规模扩张的重要方式,也是政府促进区域协调发展的重要抓手。文章选取2009—2022年我国A股上市公司数据,探讨企业ESG表现与跨区域投资的关系。研究发现:良好的ESG表现会促进企业跨区域投资;机制检验发现,企业ES... 跨区域投资不仅是企业实现规模扩张的重要方式,也是政府促进区域协调发展的重要抓手。文章选取2009—2022年我国A股上市公司数据,探讨企业ESG表现与跨区域投资的关系。研究发现:良好的ESG表现会促进企业跨区域投资;机制检验发现,企业ESG表现主要通过资源获取效应和市场拓展效应促进跨区域投资,当企业信息披露质量越高、受到的融资约束越强、所在地区的市场化水平越低时,ESG表现对企业跨区域投资的促进作用越明显;拓展性研究表明,在投资区位选择上,良好的ESG表现会促使企业资本由经济发达地区向经济欠发达地区流动,在投资模式上,相较于并购投资模式,良好的ESG表现会促使企业更倾向选择新建投资模式进行跨区域投资。研究结果对优化企业跨区域投资策略,推动区域经济协同发展具有重要借鉴价值。 展开更多
关键词 ESG表现 跨区域投资 资源获取 市场拓展 投资模式 投资区位选择
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基于RMT-CNN的电网短路故障定位研究
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作者 刘义艳 郝婷楠 张伟 《北京理工大学学报》 EI CAS CSCD 北大核心 2024年第4期403-412,共10页
随着我国智能电网的快速发展,电网监测数据呈现多元化、高速化、海量化的趋势.为了充分挖掘电力大数据的潜在价值,实现电网内异常区域的自动识别与定位,本文研究了基于随机矩阵理论(random matrix theory,RMT)和卷积神经网络(convolutio... 随着我国智能电网的快速发展,电网监测数据呈现多元化、高速化、海量化的趋势.为了充分挖掘电力大数据的潜在价值,实现电网内异常区域的自动识别与定位,本文研究了基于随机矩阵理论(random matrix theory,RMT)和卷积神经网络(convolutional neural networks,CNN)的电网异常事件定位方法.首先根据电网内部联系将电网划分为若干子系统,分区构建监测矩阵;然后采用RMT作为数据挖掘的特征提取方法,提取分区矩阵特征向量作为输入,根据电网监测数据和异常识别需求的特点搭建CNN模型;最后基于分区矩阵特征向量构建数据集,训练获得有效的异常事件自动定位CNN模型.以IEEE39节点电网模型三相短路故障为例,分析表明通过RMT提取特征向量的预处理方法能有效降低数据维度,提高CNN模型的故障定位准确率,分区RMT-CNN模型能有效定位电网内异常事件的发生地点,定位精度可达97.96%,精确率可达98.65%. 展开更多
关键词 电网 随机矩阵理论 卷积神经网络 异常区域 故障定位
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