2021 International Conference on Networking, Communications and Information Technology (NetCIT)最新文献

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Pattern Recognition Analysis of Valve bond Surface Grinding in a Power Plant based on Machine Vision Support Vector Machine Model 基于机器视觉支持向量机模型的电厂阀键面磨削模式识别分析
Zhengxi Hu
{"title":"Pattern Recognition Analysis of Valve bond Surface Grinding in a Power Plant based on Machine Vision Support Vector Machine Model","authors":"Zhengxi Hu","doi":"10.1109/NetCIT54147.2021.00065","DOIUrl":"https://doi.org/10.1109/NetCIT54147.2021.00065","url":null,"abstract":"Based on the machine vision support vector machine model to identify the analysis of a power plant valve bond surface grinding, with the advantages of non-destructive, accurate, fast, etc., in the field of valve grinding has a high application value. Valve is an important part of petroleum, chemical, industrial and agricultural production and life. Valve grinding process on the pressure line refinement research is important for valve design, manufacturing, installation and maintenance, fault diagnosis. In this paper, the support vector machine model in machine vision is used to analyze and study the valve grinding process, the pressure line processing, which is of guidance for future valve failure repair.","PeriodicalId":378372,"journal":{"name":"2021 International Conference on Networking, Communications and Information Technology (NetCIT)","volume":"128 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128201033","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
Analysis of Big Data Complex Network Structure Based on Fuzzy Clustering Algorithm 基于模糊聚类算法的大数据复杂网络结构分析
Fu Shanshan, Ruan Zhiqiang
{"title":"Analysis of Big Data Complex Network Structure Based on Fuzzy Clustering Algorithm","authors":"Fu Shanshan, Ruan Zhiqiang","doi":"10.1109/NetCIT54147.2021.00076","DOIUrl":"https://doi.org/10.1109/NetCIT54147.2021.00076","url":null,"abstract":"In the era of artificial intelligence with big data as the background, the statistical analysis method based on complex network has become a research hotspot and actively promoted the development of big data visualization. Complex network is a new discipline developed by cross research with other disciplines. Its network topology has obvious clustering characteristics, that is, complex network cluster structure. Together with small world and scale-free, it is called the three most important and basic attributes of complex network topology. The fundamental purpose of complex network clustering algorithm is to detect the actual network cluster structure in complex network, which has very important practical value for mining the cluster structure in network and understanding its characteristics, and is conducive to understanding the functions of network, such as predicting the development of complex network, analyzing the behavior of social network, discovering hot topics on network, etc. This paper combines the methods and ideas of complex network analysis, carries out the method design and research of organization analysis, and tries to solve the relationship and characteristics of inter departmental cooperation within the organization.","PeriodicalId":378372,"journal":{"name":"2021 International Conference on Networking, Communications and Information Technology (NetCIT)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127270560","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
Information transmission control technology of electronic information system based on IP network 基于IP网络的电子信息系统信息传输控制技术
Yitong Hou, Zhitao Hu
{"title":"Information transmission control technology of electronic information system based on IP network","authors":"Yitong Hou, Zhitao Hu","doi":"10.1109/NetCIT54147.2021.00080","DOIUrl":"https://doi.org/10.1109/NetCIT54147.2021.00080","url":null,"abstract":"With the rapid development of society, information has become an important social resource and created wealth constantly. Therefore, information exchange and information sharing have become issues of great concern to people. To improve the operation efficiency of electronic information system, we must pay attention to the security of information transmission and strengthen the research of information transmission control technology. With the continuous improvement of China’s science and technology level, the current society pays extensive attention to the information transmission link of IP network electronic system. The reasonable application of information transmission control technology in IP network electronic information system can well solve the related problems in the process of information transmission.Therefore, the adoption of information transmission control technology is conducive to build a good information transmission environment and gradually improve the IP network electronic information system, so as to promote the healthy development of society. The application of information transmission control technology, as the top priority in the operation and management process of electronic information system, is an indispensable key content, which can maximize the operation quality and efficiency of electronic information system and fully ensure the safety and reliability of information transmission. This paper will further analyze and discuss the information transmission control technology in electronic information system, in order to provide scientific reference for those in the same industry.","PeriodicalId":378372,"journal":{"name":"2021 International Conference on Networking, Communications and Information Technology (NetCIT)","volume":"194 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123256411","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
Smart Home Guardian System Based on Broadcast 5G 基于广播5G的智能家庭守护系统
Chun Miao, Qiangsheng Zhang, Xin Li
{"title":"Smart Home Guardian System Based on Broadcast 5G","authors":"Chun Miao, Qiangsheng Zhang, Xin Li","doi":"10.1109/NetCIT54147.2021.00084","DOIUrl":"https://doi.org/10.1109/NetCIT54147.2021.00084","url":null,"abstract":"This paper introduces a broadcast 5G-based smart guardian system, consisting of Broadcast 5G smart cloud platform management system, 5G set-top box smart gateway, 5G IoT smart terminals (e.g., LED lights, smart power supplies), ZigBee Smart Terminal. The smart terminal collects behavioural information such as opening and closing doors and switching lights, motion information measured by millimeter wave radar, and sliced information from the watcher’s screen, and uses various wireless communication technologies to send the watcher’s living and physical data to the platform. Then use classification, association and other algorithms to deduce a variety of complex situations, classification and early warning, the relevant information obtained through WeChat, APP, SMS and other mobile information means to push to the guardian or community management, in order to achieve 24-hour continuous intelligent guarding.","PeriodicalId":378372,"journal":{"name":"2021 International Conference on Networking, Communications and Information Technology (NetCIT)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114735145","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
Power Business Management Platform Based on Blockchain and Trusted Computing 基于区块链和可信计算的电力业务管理平台
Yong Yan, Ao Xiong, Shaoyong Guo, Wang Zhang
{"title":"Power Business Management Platform Based on Blockchain and Trusted Computing","authors":"Yong Yan, Ao Xiong, Shaoyong Guo, Wang Zhang","doi":"10.1109/NetCIT54147.2021.00056","DOIUrl":"https://doi.org/10.1109/NetCIT54147.2021.00056","url":null,"abstract":"With the continuous expansion of the scale of power grids and the increasing number of power users, the demand for data credibility, software reliability, and failure recovery capabilities in the power business is increasing. Trusted computing and blockchain, as emerging technologies in information security protection, can guarantee a safe and reliable operating environment and management mechanism in the power Internet of Things. Based on this, a power business management platform that integrates blockchain and trusted computing is proposed. First of all, use trusted computing to provide a guarantee for the operating environment of the blockchain and the storage and transmission of data in sure of the safe operation of the blockchain and the synergy of data on and off the blockchain; use the blockchain to record data information, transaction information, and business process records, which can help the safe operation of power business and the traceability of business data. In this way, we build a credible power business management platform.","PeriodicalId":378372,"journal":{"name":"2021 International Conference on Networking, Communications and Information Technology (NetCIT)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115328564","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 Architecture of Industrial Internet Platform for Intelligent Construction and Operation and Maintenance of Public Buildings Based on RFID 基于RFID的公共建筑智能建造与运维工业互联网平台体系结构研究
Guohua Li
{"title":"Research on the Architecture of Industrial Internet Platform for Intelligent Construction and Operation and Maintenance of Public Buildings Based on RFID","authors":"Guohua Li","doi":"10.1109/NetCIT54147.2021.00061","DOIUrl":"https://doi.org/10.1109/NetCIT54147.2021.00061","url":null,"abstract":"Based on the informatization development of my country's construction management, RFID technology has been widely used with many advantages such as non-contact reading and writing, strong penetrability, and large memory capacity. The global industrial Internet platform is in a critical period of undetermined industrial structure and a window period of large-scale expansion. The construction and promotion of my country's industrial Internet platform is still in the initial stage of exploration. It is necessary to accelerate the construction of the industrial Internet platform reference architecture, clarify the core functions of the industrial Internet platform, and provide useful references for standardizing and guiding the construction and development of the platform. This article analyzes the application background of RFID technology, analyzes the application of RFID technology in construction management from multiple aspects, and further improves the level of construction engineering informatization management in my country.","PeriodicalId":378372,"journal":{"name":"2021 International Conference on Networking, Communications and Information Technology (NetCIT)","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116018385","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 Dynamic Load Balancing of Data Center Network Based on SDN Architecture 基于SDN架构的数据中心网络动态负载均衡研究
Shuanglong Pang, Xiaodan Chen, Desheng Zeng
{"title":"Research on Dynamic Load Balancing of Data Center Network Based on SDN Architecture","authors":"Shuanglong Pang, Xiaodan Chen, Desheng Zeng","doi":"10.1109/NetCIT54147.2021.00051","DOIUrl":"https://doi.org/10.1109/NetCIT54147.2021.00051","url":null,"abstract":"With the continuous expansion of the Internet scale, the traditional network load balancing method combining software and hardware has some problems, such as poor scalability, cumbersome switching technology and poor self-regulation ability. At present, under various cloud service requirements, the data center network serves as a bridge connecting thousands of server clusters in each data center, and each node in the network may face huge traffic. The appearance of SDN(Software Definition Network) technology provides a new way to solve the current data center traffic problem. In SDN system, SDN control plane can monitor and manage the network status of all links in real time from a global perspective, so as to achieve the effect of allocating network resources according to needs. By analyzing the advantages of SDN, this paper implements a data center network load balancing strategy based on SDN architecture. The strategy uses SDN controller to centrally monitor the whole network, and can select forwarding paths based on the real-time load of the network, thus realizing the load balance of the network and improving the bandwidth utilization of the whole network link.","PeriodicalId":378372,"journal":{"name":"2021 International Conference on Networking, Communications and Information Technology (NetCIT)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127079158","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
Adaptability analysis of directional element in photovoltaic power station 光伏电站定向元件的适应性分析
Zhiwen Fang
{"title":"Adaptability analysis of directional element in photovoltaic power station","authors":"Zhiwen Fang","doi":"10.1109/NetCIT54147.2021.00015","DOIUrl":"https://doi.org/10.1109/NetCIT54147.2021.00015","url":null,"abstract":"By the end of 2015, the total installed capacity of photovoltaic power generation in China was 43.18GW, surpassing Germany and becoming the country with the largest installed capacity of photovoltaic power generation in the world[1],[2]. As an essential supplement of large power grid, distributed power has developed rapidly with its advantages of high efficiency and environmental protection. Photovoltaic power stations are mushrooming all over China's light-rich areas. However, the access of photovoltaic power stations has profoundly changed the operation characteristics of AC power systems[3]. The original single power system has become a dual or multi-power system, which makes the directional elements in conventional relay protection have adaptability problems. In this paper, PSCAD/EMTDC is used to build a grid-connected model of photovoltaic power station. Through theoretical analysis and simulation verification, the adaptability problems existing in the application of directional elements in photovoltaic power station are introduced in detail. Theoretical analysis and simulation results show that zero sequence element is not affected by photovoltaic power station grid connection, positive sequence element, negative sequence element, phase fault component direction element, phase fault component direction element cannot be applied to photovoltaic power station.","PeriodicalId":378372,"journal":{"name":"2021 International Conference on Networking, Communications and Information Technology (NetCIT)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122180132","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
Short Text Representation via Adaptive Weighting with Two Views 基于双视图自适应加权的短文本表示
Yunju Zhang, Ming Guo, Qiang Yan, Guangyou Shen
{"title":"Short Text Representation via Adaptive Weighting with Two Views","authors":"Yunju Zhang, Ming Guo, Qiang Yan, Guangyou Shen","doi":"10.1109/NetCIT54147.2021.00043","DOIUrl":"https://doi.org/10.1109/NetCIT54147.2021.00043","url":null,"abstract":"This paper proposes a short text representation method via adaptive weighting with two views. Two views are established and integrated for training texts for representation. With two representations of the training set, the improved adaptive two-view weighting clustering algorithm is designed to cluster texts, view weights and the attribute weights can be obtained respectively, based on which the obtained cluster centers are utilized to represent the feature space. A weighted similarity calculation method utilizing two types of weights of clustered word vectors is established to calculate the similarity between the terms of the short text to be represented and the feature terms in the feature space. Thereafter the text mapping matrix is constructed for short text representation. The experimental results reveal that our method has a remarkable effect on representing short text.","PeriodicalId":378372,"journal":{"name":"2021 International Conference on Networking, Communications and Information Technology (NetCIT)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127915317","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
Systematic Research on Teacher Growth Theory of Multiple Intelligences Based on Association Rule Mining 基于关联规则挖掘的多元智能教师成长理论系统研究
Hong Li
{"title":"Systematic Research on Teacher Growth Theory of Multiple Intelligences Based on Association Rule Mining","authors":"Hong Li","doi":"10.1109/NetCIT54147.2021.00016","DOIUrl":"https://doi.org/10.1109/NetCIT54147.2021.00016","url":null,"abstract":"Association rule mining is an important topic in big data analytics, discovering useful knowledge hidden in massive amounts of data and uncovering correlations, dependencies and causal structures between data items to provide support for aiding decision-making. The multiple intelligences theory includes eight relatively independent yet interconnected intelligences, emphasising the diversity of human abilities and playing a positive role in influencing teacher growth. Using association rule mining as a basis and combining it with multiple intelligences theory to study teacher development can help cultivate teachers with creative awareness and innovative spirit. This paper investigates the principle and algorithmic process of the Apriori algorithm, constructs the general structure of multiple intelligences theory, and proposes strategies for multiple intelligences teacher growth under association rule mining to provide theoretical support for teacher growth research.","PeriodicalId":378372,"journal":{"name":"2021 International Conference on Networking, Communications and Information Technology (NetCIT)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125736002","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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