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2019 3rd International Conference on Data Science and Business Analytics (ICDSBA)最新文献

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A Remote Platform of Performance Analysis and visualization for Ad Hoc Networks Ad Hoc网络性能分析与可视化远程平台
2019 3rd International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2019-10-01 DOI: 10.1109/ICDSBA48748.2019.00093
Gaofeng Luo, Yuanjun Liu
{"title":"A Remote Platform of Performance Analysis and visualization for Ad Hoc Networks","authors":"Gaofeng Luo, Yuanjun Liu","doi":"10.1109/ICDSBA48748.2019.00093","DOIUrl":"https://doi.org/10.1109/ICDSBA48748.2019.00093","url":null,"abstract":"In this paper, a remote visual analysis platform for ad hoc networks was designed. This platform uses a client/server model to achieve wireless routing protocol performance analysis and test. In this platform, the client is implemented by Qt GUI Application, with NS2 as a background server computing platform. Through using remote communication mechanism of Qt Socket, the client and the server are connected remotely. It can realize a remote visual analysis for wireless ad hoc network latency, packet loss, and throughput and simplify the complex process of simulation. We used the platform to conduct experiments for analysis of multiple wireless scenarios. Experiments results show that the validity of this platform, which also can provide an important means for the study of wireless ad hoc network performance.","PeriodicalId":382429,"journal":{"name":"2019 3rd International Conference on Data Science and Business Analytics (ICDSBA)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131548138","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Research and Analysis on Key Technologies of Equipment Operation Management Based on Distribution Automation System 基于配电自动化系统的设备运行管理关键技术研究与分析
2019 3rd International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2019-10-01 DOI: 10.1109/ICDSBA48748.2019.00016
Song Yinghua, Xiong Zhi-jie, Li Leifan, Dai Wei
{"title":"Research and Analysis on Key Technologies of Equipment Operation Management Based on Distribution Automation System","authors":"Song Yinghua, Xiong Zhi-jie, Li Leifan, Dai Wei","doi":"10.1109/ICDSBA48748.2019.00016","DOIUrl":"https://doi.org/10.1109/ICDSBA48748.2019.00016","url":null,"abstract":"With the development of distribution automation technology and the large-scale popularization of power distribution equipment, this paper analyzes how to carry out the operation of distribution network equipment and the key technologies in the application of the existing distribution automation master station system. The different system functions are described. The operation and management of the distribution network equipment based on the power distribution master station system is the only way in the later stage of power distribution automation, and it is an indispensable part of the power distribution automation master station system. The operation and management technology of the distribution network equipment is an important technical support for the distribution automation system.","PeriodicalId":382429,"journal":{"name":"2019 3rd International Conference on Data Science and Business Analytics (ICDSBA)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133066095","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Research on The Location and Capacity of The Distributed Generation in Distribution Network 配电网中分布式发电的选址与容量研究
2019 3rd International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2019-10-01 DOI: 10.1109/ICDSBA48748.2019.00100
Yuhang Li
{"title":"Research on The Location and Capacity of The Distributed Generation in Distribution Network","authors":"Yuhang Li","doi":"10.1109/ICDSBA48748.2019.00100","DOIUrl":"https://doi.org/10.1109/ICDSBA48748.2019.00100","url":null,"abstract":"Distributed Generation plays an important role in promoting sustainable economic and social development. It has a huge contribution to optimizing energy structure, coping with climate change and protecting ecological environment. The way for selecting and fixing the capacity, therefor, is a very important part of the implementation process. Based on chaotic search and particle swarm optimization, this paper implements an economical and practical method for distributed power supply location and capacity by analyzing grid loss. Through the analysis of the example, the new algorithm, which is superior to the original particle swarm optimization algorithm in calculation accuracy, convergence velocity and optimization ability, provides a theoretical base for multi-objective planning of distributed generation supply.","PeriodicalId":382429,"journal":{"name":"2019 3rd International Conference on Data Science and Business Analytics (ICDSBA)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122090419","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Study on Life Estimation System of Substation Dry-Type Reactor 变电站干式电抗器寿命估算系统研究
2019 3rd International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2019-10-01 DOI: 10.1109/ICDSBA48748.2019.00074
Baoyou Wu, Yinghao Li, Hongtao Li, Yiran Li, Haoyuan Zheng
{"title":"Study on Life Estimation System of Substation Dry-Type Reactor","authors":"Baoyou Wu, Yinghao Li, Hongtao Li, Yiran Li, Haoyuan Zheng","doi":"10.1109/ICDSBA48748.2019.00074","DOIUrl":"https://doi.org/10.1109/ICDSBA48748.2019.00074","url":null,"abstract":"Based on the theory of electromagnetics and heat transfer, this paper theoretically analyzes the heat generation principle and heat dissipation methods of dry-type reactors. The heat generated of dry-type reactor mainly comes from their eddy current loss caused by proximity effect and DC resistance loss. The eddy current loss caused by skin effect can be neglected. The dry-type reactor is cooled by heat conduction, heat radiation and thermal convection. And the thermal convection coefficient h is simplified by temperature boundary layer model in this paper. Secondly, the theoretical model of temperature field in dry-type reactor is established and theoretically derived. The results show that the upper third of the dry-type reactor has the highest temperature. Thirdly, based on the temperature field distribution, this paper uses the Arrhenius equation to study the life evaluation algorithm of dry-type reactor. Finally, a monitoring system for life assessment of dry-type reactors was developed.","PeriodicalId":382429,"journal":{"name":"2019 3rd International Conference on Data Science and Business Analytics (ICDSBA)","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125020600","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Application of Harvard Analytical Framework in the Field of Electronic Commerce : Take JD as An Example 哈佛分析框架在电子商务领域的应用——以京东为例
2019 3rd International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2019-10-01 DOI: 10.1109/ICDSBA48748.2019.00080
Lihui Tian, F. Zhou, Qingyang Ding, Peng Teng
{"title":"Application of Harvard Analytical Framework in the Field of Electronic Commerce : Take JD as An Example","authors":"Lihui Tian, F. Zhou, Qingyang Ding, Peng Teng","doi":"10.1109/ICDSBA48748.2019.00080","DOIUrl":"https://doi.org/10.1109/ICDSBA48748.2019.00080","url":null,"abstract":"With the continuous update and iteration of Internet Technology, e-commerce develops rapidly under the support of national preferential policies. In view of the advantages of Harvard Analysis Framework, this paper conducts an in-depth analysis and research on the financial statements of JD based on it. It mainly describes how to analyze the financial data of JD by using the three parts of strategy analysis, accounting analysis and financial analysis in the framework of Harvard analysis, so as to make targeted analysis and forecast for the future development and prospect of JD. Finally, based on the problems encountered by JD in its development and the data obtained from the analysis of financial statements, the corresponding solutions are given.","PeriodicalId":382429,"journal":{"name":"2019 3rd International Conference on Data Science and Business Analytics (ICDSBA)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129425613","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Hybrid Fourier-Wavelet Heart Magnetic Field Signal Denoising Based on Sparse Representation 基于稀疏表示的混合傅立叶-小波心脏磁场信号去噪
2019 3rd International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2019-10-01 DOI: 10.1109/ICDSBA48748.2019.00062
L. Bing, Wen Si, Rong Tan, Xiaolei Han, Fuqiang Liu, Jiang Yu
{"title":"Hybrid Fourier-Wavelet Heart Magnetic Field Signal Denoising Based on Sparse Representation","authors":"L. Bing, Wen Si, Rong Tan, Xiaolei Han, Fuqiang Liu, Jiang Yu","doi":"10.1109/ICDSBA48748.2019.00062","DOIUrl":"https://doi.org/10.1109/ICDSBA48748.2019.00062","url":null,"abstract":"In order to effectively remove the magnetocardiography (MCG) signal noise and improve the accuracy of heart disease diagnosis, a cardiac Fourier-wavelet denoising method based on sparse representation is used to process the cardiac magnetic signal. The noise reduction method combines the advantages of Fourier and wavelet. The initial denoising process is performed in Fourier domain, and then the residual noise is removed in the wavelet domain. Based on the theory of sparse representation, the wavelet denoising is transformed into an optimization problem, and a denoising model based on sparse representation is established. By eliminating the sparsity of wavelet coefficients, the purpose of noise removal is achieved. The experimental results verify that the method of the paper can effectively improve the denoising effect of the cardiac magnetic signal.","PeriodicalId":382429,"journal":{"name":"2019 3rd International Conference on Data Science and Business Analytics (ICDSBA)","volume":"218 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132054106","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Performance Analysis of NVIDIA GPU Virtualization in NARI Desktop Cloud NVIDIA GPU虚拟化在NARI桌面云中的性能分析
2019 3rd International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2019-10-01 DOI: 10.1109/ICDSBA48748.2019.00088
Wang Zhao, Miao Jingwen, Yu Jun, Zhuang Guangxin
{"title":"Performance Analysis of NVIDIA GPU Virtualization in NARI Desktop Cloud","authors":"Wang Zhao, Miao Jingwen, Yu Jun, Zhuang Guangxin","doi":"10.1109/ICDSBA48748.2019.00088","DOIUrl":"https://doi.org/10.1109/ICDSBA48748.2019.00088","url":null,"abstract":"As a typical cloud computing application model, desktop cloud has become a good solution for power companies. How to improve GPU utilization have become a key issue in the use of Virtual Graphics Processing Unit (vGPU) in desktop cloud. To solve this problem, this paper builds a prototype system to analyze the feasibility of using GPU sharing in NARI desktop cloud (NCloud-D). On this basis, we design an experiment to compare performance between virtual desktops using vGPU and the physical machine. We analyze the FPS of one vGPU virtual desktop which is assigned different amount of graphics frame buffer. In addition, we sum FPS of concurrent vGPU virtual desktops. Our experimental results show that virtual desktop using vGPU in NCloud-D has the same performance as the physical machine, which can basically meet the business requirements of graphics acceleration processing. This paper can be used as basis for engineering applications of vGPU in the desktop cloud.","PeriodicalId":382429,"journal":{"name":"2019 3rd International Conference on Data Science and Business Analytics (ICDSBA)","volume":"138 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123273701","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Research on Management of Pig Farms 养猪场管理研究
2019 3rd International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2019-10-01 DOI: 10.1109/ICDSBA48748.2019.00022
Qiming Feng, Suping Qian
{"title":"Research on Management of Pig Farms","authors":"Qiming Feng, Suping Qian","doi":"10.1109/ICDSBA48748.2019.00022","DOIUrl":"https://doi.org/10.1109/ICDSBA48748.2019.00022","url":null,"abstract":"The management of pig farms is studied in this paper, and the mode of production and marketing cycle that can be popularized in practice is given. On one hand, a mathematical model that conforms to the periodicity of the pig farm is established, which makes the pig raising more uniform and ensures the daily supply of pork pigs. On the other hand, by the analysis of three-year forecast curve of pig price and the comprehensive consideration of cost and income, the management strategy to obtain the maximum benefit can be obtained. At the end of the paper, the scientific management strategy of pig farms is given.","PeriodicalId":382429,"journal":{"name":"2019 3rd International Conference on Data Science and Business Analytics (ICDSBA)","volume":"70 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126528660","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
A Study on Link Prediction Algorithm Based on Users’ Privacy Information in the Weighted Social Network 加权社交网络中基于用户隐私信息的链接预测算法研究
2019 3rd International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2019-10-01 DOI: 10.1109/ICDSBA48748.2019.00013
Jian Zhang, Changlun Zhang
{"title":"A Study on Link Prediction Algorithm Based on Users’ Privacy Information in the Weighted Social Network","authors":"Jian Zhang, Changlun Zhang","doi":"10.1109/ICDSBA48748.2019.00013","DOIUrl":"https://doi.org/10.1109/ICDSBA48748.2019.00013","url":null,"abstract":"With the rapid development of information technology, more and more people join in social network. People are willing to share their information in the network to develop their contacts. Social network is reflection of real social relations. Many scholars have shown keen interest in this field. Link Prediction Algorithm is one of the important research direction. Interaction between users and the privacy information existing among individual users greatly affects the accuracy of link prediction. This paper firstly does network weighted processing by using some interactive behavior characteristics of social network users. Then through considering the user’s privacy information and analyzing the users’ interest preference, the paper provides a weighted directed network link prediction algorithm. Finally, the simulation experiment shows that this algorithm has high prediction accuracy.","PeriodicalId":382429,"journal":{"name":"2019 3rd International Conference on Data Science and Business Analytics (ICDSBA)","volume":"75 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126280781","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Joint Mask R-CNN and Least Square Method for Antenna Parameters Measurement 联合掩模R-CNN和最小二乘法测量天线参数
2019 3rd International Conference on Data Science and Business Analytics (ICDSBA) Pub Date : 2019-10-01 DOI: 10.1109/ICDSBA48748.2019.00094
Ying Xu, Qirui Ke, Wenbo Deng, Xi Wu, Yikui Zhai
{"title":"Joint Mask R-CNN and Least Square Method for Antenna Parameters Measurement","authors":"Ying Xu, Qirui Ke, Wenbo Deng, Xi Wu, Yikui Zhai","doi":"10.1109/ICDSBA48748.2019.00094","DOIUrl":"https://doi.org/10.1109/ICDSBA48748.2019.00094","url":null,"abstract":"Traditional antenna measurement methods conducted with professional worker to climb towers tend to raise safety and inefficient concerns. This paper firstly proposes a novel antenna parameters measurement method using unmanned aerial vehicle (UAV) to solve the problem. Firstly, an antenna dataset, named UAV-Antenna, containing 10,715 images, is constructed by image capturing with the help of UAVs fly around various base stations. Secondly, UAV-Antenna is adopted to train an optimal instance segmentation model. Finally, least squares method is utilized for measuring antenna parameters. Experimental results show that the proposed method has a better performance than methods of measuring antenna parameters with practical hardware.","PeriodicalId":382429,"journal":{"name":"2019 3rd International Conference on Data Science and Business Analytics (ICDSBA)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114199544","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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