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2019 International Conference on Smart Grid and Electrical Automation (ICSGEA)最新文献

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Study on Charged Detection Method of Porcelain Insulator in Single Asymmetric Transmission Line 单线非对称输电线路瓷绝缘子带电检测方法研究
2019 International Conference on Smart Grid and Electrical Automation (ICSGEA) Pub Date : 2019-08-01 DOI: 10.1109/ICSGEA.2019.00018
Keqiang Wang, Xiaoning Tang, Tuo Shen, Zhu Liu, Guangxin Zhang
{"title":"Study on Charged Detection Method of Porcelain Insulator in Single Asymmetric Transmission Line","authors":"Keqiang Wang, Xiaoning Tang, Tuo Shen, Zhu Liu, Guangxin Zhang","doi":"10.1109/ICSGEA.2019.00018","DOIUrl":"https://doi.org/10.1109/ICSGEA.2019.00018","url":null,"abstract":"Because the traditional charged detection method of porcelain insulator in single asymmetric transmission line has the disadvantages of low detection efficiency and low detection accuracy, the research on the charged detection method of porcelain insulator in single asymmetric transmission line is proposed. The data is collected by the AD acquisition channel, processed by the limiting filtering method and the fitting algorithm, and then transmitted by the asynchronous transmission interface. After that, the data is detected by the NFT1230 single-chip microcomputer, thereby the research on the charged detection method of porcelain insulator in single asymmetric transmission line is achieved completely. The comparison experiment between the charged detection method of porcelain insulator in single asymmetric transmission line and the traditional detection method is carried out. The experimental results show that the charged detection method of porcelain insulator is about 25% higher than the traditional method in terms of detection efficiency. In terms of detection accuracy, the proposed charged detection method of porcelain insulator is about 36% higher than the traditional method.","PeriodicalId":201721,"journal":{"name":"2019 International Conference on Smart Grid and Electrical Automation (ICSGEA)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130917856","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
Application of Vehicle Event Data in Vehicle Quality Analysis 车辆事件数据在车辆质量分析中的应用
2019 International Conference on Smart Grid and Electrical Automation (ICSGEA) Pub Date : 2019-08-01 DOI: 10.1109/ICSGEA.2019.00081
W. Quan, Gu Yangyang, S. Pan
{"title":"Application of Vehicle Event Data in Vehicle Quality Analysis","authors":"W. Quan, Gu Yangyang, S. Pan","doi":"10.1109/ICSGEA.2019.00081","DOIUrl":"https://doi.org/10.1109/ICSGEA.2019.00081","url":null,"abstract":"Objectives Researched the event data recorder and applied to vehicle quality judicial identification. Methods Extensive investigated the application of event data recorder at home and abroad, researched the parameter of event data recorder to apply to accident reconstruction, reappeared the vehicle running condition in the event, and combined with system working theory and design principle to analysis whether there is any fault, and used two cases to illustrate the application of event data recorder. Results The application of event data recorder provided a new identification method for judicial identification. Conclusion The application of event data recorder played an important role in judicial identification and enhanced the science level of judicial identification science.","PeriodicalId":201721,"journal":{"name":"2019 International Conference on Smart Grid and Electrical Automation (ICSGEA)","volume":"177 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127239687","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
Ownership Information Data in the Rural Land Confirmation Databases 农村土地确权数据库中的权属信息数据
2019 International Conference on Smart Grid and Electrical Automation (ICSGEA) Pub Date : 2019-08-01 DOI: 10.1109/ICSGEA.2019.00122
Zhang Jingui, G. Zhenyang
{"title":"Ownership Information Data in the Rural Land Confirmation Databases","authors":"Zhang Jingui, G. Zhenyang","doi":"10.1109/ICSGEA.2019.00122","DOIUrl":"https://doi.org/10.1109/ICSGEA.2019.00122","url":null,"abstract":"In order to further standardize and clarify the management function of the ownership information in the rural land confirmation management system. In this paper, through the design of relevant functional modules and the establishment of databases, the functional characteristics of modules and the process of database design are elaborated. The analysis of E-R to relational mode is introduced in detail, and the process of database design is further clarified. The process of database design is mainly divided into four stages: demand analysis, conceptual design, logical design and physical design. The establishment of databases for rural land confirmation can provide data basis to relevant sharing platform, and then provides data guarantee for the further use, collation and circulation of rural land.","PeriodicalId":201721,"journal":{"name":"2019 International Conference on Smart Grid and Electrical Automation (ICSGEA)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125284633","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
Clustering-Based Prototype Generation for Imbalance Classification 基于聚类的不平衡分类原型生成
2019 International Conference on Smart Grid and Electrical Automation (ICSGEA) Pub Date : 2019-08-01 DOI: 10.1109/ICSGEA.2019.00102
Huajuan Ren, Bei Yang
{"title":"Clustering-Based Prototype Generation for Imbalance Classification","authors":"Huajuan Ren, Bei Yang","doi":"10.1109/ICSGEA.2019.00102","DOIUrl":"https://doi.org/10.1109/ICSGEA.2019.00102","url":null,"abstract":"Class imbalance classification has become a crucial problem in machine learning. Under-sampling is a widely adopted technique to address imbalance classification, which mainly depends on either randomly or heuristically resampling on the majority class samples. These sample-based under-sampling methods ignore part of the majority class information during the training. In this paper, we propose a clustering-based prototype generation technique to generate representative the majority and minority class instances with relatively balance ratio, which reduces the imbalanced ratio and the overlap of boundary samples, so as to facilitate classification tasks. We evaluate this algorithm on 8 imbalanced datasets, showing that the proposed method outperforms the other three under-sampling approaches.","PeriodicalId":201721,"journal":{"name":"2019 International Conference on Smart Grid and Electrical Automation (ICSGEA)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121871687","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: 4
Website Log Statistical Testing and Analysis 网站日志统计测试与分析
2019 International Conference on Smart Grid and Electrical Automation (ICSGEA) Pub Date : 2019-08-01 DOI: 10.1109/ICSGEA.2019.00137
Zhao Yongjian
{"title":"Website Log Statistical Testing and Analysis","authors":"Zhao Yongjian","doi":"10.1109/ICSGEA.2019.00137","DOIUrl":"https://doi.org/10.1109/ICSGEA.2019.00137","url":null,"abstract":"In a variety of large data sets, the website log is an important data source. Analyzing the website log, one can get a web page views, viscosity, and related recommendations. The Hadoop ecosystem has the characteristics of open source, active community, covering all aspects of big data processing and a mature ecosystem. In this paper, Hadoop series framework is utilized to test and analyze the website access log. The experiment results demonstrate that the proposed technique can analyze and improve user behavior conveniently.","PeriodicalId":201721,"journal":{"name":"2019 International Conference on Smart Grid and Electrical Automation (ICSGEA)","volume":"234 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114936473","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 Quality Evaluation Method of Digital Teaching Resources Design Capability Based on Cloud Computing 基于云计算的数字化教学资源设计能力质量评价方法研究
2019 International Conference on Smart Grid and Electrical Automation (ICSGEA) Pub Date : 2019-08-01 DOI: 10.1109/ICSGEA.2019.00074
Zhang Fang-qin, Bai Yan
{"title":"Research on Quality Evaluation Method of Digital Teaching Resources Design Capability Based on Cloud Computing","authors":"Zhang Fang-qin, Bai Yan","doi":"10.1109/ICSGEA.2019.00074","DOIUrl":"https://doi.org/10.1109/ICSGEA.2019.00074","url":null,"abstract":"To improve the intelligent evaluation ability of digital teaching resource design ability and optimize the quality evaluation model, a cloud computing-based digital teaching resource design capability quality intelligent evaluation method was proposed. Digital data collection and statistical analysis methods were used for digitization. Teaching resource design capability quality statistical sample sequence sampling, using digital teaching resource design capability quantitative evaluation method in cloud computing environment, constructing big data distribution model of digital teaching resource design ability quality statistical sample sequence, combined with quantitative regression analysis method for big data characteristics Extraction and information regression analysis, constructing the feature extraction model of digital teaching resource design ability quality statistical analysis, taking the distribution status of teaching resources as the evaluation object, combined with quantitative recursive analysis method to carry out adaptive evaluation of digital teaching resource design ability quality statistical sample sequence. Adopting bus design and sensing quantitative tracking and recognition technology to carry out the system construction of digital teaching resource design capability quality, using local bus control method to carry out digital teaching resource design ability quality intelligence Estimated load instructions, to achieve design evaluation system. The test results show that the design of digital learning resources designed to assess the ability of intelligent quality assessment system has good performance, good intelligence.","PeriodicalId":201721,"journal":{"name":"2019 International Conference on Smart Grid and Electrical Automation (ICSGEA)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128787623","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
The Attitude Adjustment of Multi-rotor Unmanned Aerial Vehicles Based on Information Fusion Analysis 基于信息融合分析的多旋翼无人机姿态调整
2019 International Conference on Smart Grid and Electrical Automation (ICSGEA) Pub Date : 2019-08-01 DOI: 10.1109/ICSGEA.2019.00042
P. Xie, R. Liang, Hongmei Zhang
{"title":"The Attitude Adjustment of Multi-rotor Unmanned Aerial Vehicles Based on Information Fusion Analysis","authors":"P. Xie, R. Liang, Hongmei Zhang","doi":"10.1109/ICSGEA.2019.00042","DOIUrl":"https://doi.org/10.1109/ICSGEA.2019.00042","url":null,"abstract":"The navigation technology adopted by unmanned aerial vehicles (UAV) is the combination of the Global Positioning System (GPS) and the Inertial Navigation System (INS). The major navigation data are obtained through the integration of various sensor information. Therefore, information fusion technology is very important for an integrated navigation system, which has become the research direction of researchers. The research of information fusion technology mainly involves three aspects, i.e. model, information, and algorithm. The space model of Kalman filter in discrete time state was built; in addition, the Sage-Husa adaptive Kalman filter (SHAKF) algorithm was applied to the research on UAV navigation attitude. The results have shown that the improved SHAEKF algorithm can adjust the specific gravity of each sensor according to the actual situation. In summary, the SHAEKF algorithm is very suitable for the efficient information fusion of multi-rotor UAV.","PeriodicalId":201721,"journal":{"name":"2019 International Conference on Smart Grid and Electrical Automation (ICSGEA)","volume":"105 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124638107","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
Logical Construction and Realization of Intelligent Service in AI Library 人工智能图书馆智能服务的逻辑构建与实现
2019 International Conference on Smart Grid and Electrical Automation (ICSGEA) Pub Date : 2019-08-01 DOI: 10.1109/ICSGEA.2019.00069
Zhang Jing
{"title":"Logical Construction and Realization of Intelligent Service in AI Library","authors":"Zhang Jing","doi":"10.1109/ICSGEA.2019.00069","DOIUrl":"https://doi.org/10.1109/ICSGEA.2019.00069","url":null,"abstract":"Based on artificial intelligence (AI) development, this paper points out that \"intelligent service\" is the idea and vision to develop library in the future. Based on analyzing the necessity of upgrading library's intelligent service in AI era, this paper constructs a library's intelligent service framework integrating three core elements of \"people\", \"resource\" and \"space\". The conclusion is that in developing library, improving a library's intelligent environment, as well as collecting public intelligence in resource sharing, promoting sustainable innovation in value capture and promoting social development in knowledge service should be focused, and finally \"large library\" wisdom community can be within reach.","PeriodicalId":201721,"journal":{"name":"2019 International Conference on Smart Grid and Electrical Automation (ICSGEA)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121809993","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
Quantitative Study on Biochemical Composition of Knee Joint Based on Magnetic Resonance Physiologic Imaging 基于磁共振生理成像的膝关节生化成分定量研究
2019 International Conference on Smart Grid and Electrical Automation (ICSGEA) Pub Date : 2019-08-01 DOI: 10.1109/ICSGEA.2019.00048
Yongjie Zhu
{"title":"Quantitative Study on Biochemical Composition of Knee Joint Based on Magnetic Resonance Physiologic Imaging","authors":"Yongjie Zhu","doi":"10.1109/ICSGEA.2019.00048","DOIUrl":"https://doi.org/10.1109/ICSGEA.2019.00048","url":null,"abstract":"The emergence of physiological magnetic resonance imaging technology provides a wealth of information for the diagnosis and research of knee cartilage lesions. In this paper, the T2 value of degenerative cartilage in the weight-bearing area of the femoral condyle of knee joint was measured in vitro by using 7.0T magnetic resonance T2 mapping sequence. The water content and collagen content of cartilage in the same site were calculated. The collagen fiber orientation was graded under polarized light microscope, and the T2 value was analyzed. Correlation with water content, collagen content and collagen fiber orientation. The results showed that the T2 value of degenerative weight-bearing cartilage was positively correlated with water content (r=0.70, P=0.000), and had no correlation with collagen content (r=0.14, P=0.200), and was positively correlated with collagen fiber orientation. r = 0.56, P = 0.000). The T2 value of degenerative cartilage in the weight-bearing area of human knee joint was positively correlated with the water content of the extracellular matrix component and the biochemical composition of collagen fiber. The magnetic resonance T2-mapping imaging sequence can accurately reflect under non-invasive conditions. Assessment of cartilage lesions.","PeriodicalId":201721,"journal":{"name":"2019 International Conference on Smart Grid and Electrical Automation (ICSGEA)","volume":"76 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126209521","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
Timeliness Evaluation of Guangxi-Asean National Sports Culture Cooperation Based on the Consideration of Dynamic Algorithm 基于动态算法的广西-东盟民族体育文化合作时效性评价
2019 International Conference on Smart Grid and Electrical Automation (ICSGEA) Pub Date : 2019-08-01 DOI: 10.1109/ICSGEA.2019.00116
Jing Zhong, Naiyuan Chen
{"title":"Timeliness Evaluation of Guangxi-Asean National Sports Culture Cooperation Based on the Consideration of Dynamic Algorithm","authors":"Jing Zhong, Naiyuan Chen","doi":"10.1109/ICSGEA.2019.00116","DOIUrl":"https://doi.org/10.1109/ICSGEA.2019.00116","url":null,"abstract":"With the continuous development of the social economy, cultural development has become particularly important, and the sports culture industry is an integral part of cultural evolution. In order to evaluate the timeliness of Guangxi-ASEAN national sports culture cooperation, the basic model for the national traditional sports culture industry competitiveness based on the dynamic algorithm (that is, the improved \"Diamond model\" theory algorithm) is established in this paper combined with the characteristics of the national traditional sports culture industry, and an evaluation indicator system is constructed for evaluating the competitiveness of the national traditional sports culture industry. Through the concentration processing of various data on the cooperation of 10 selected countries of ASEAN with Guangxi, four common factors are extracted. The sports cultures of Indonesia, Thailand, the Philippines, Malaysia, Singapore and Guangxi cooperation are relatively good, while those of Vietnam, Myanmar, Cambodia, Laos, Brunei and other countries are relatively weak.","PeriodicalId":201721,"journal":{"name":"2019 International Conference on Smart Grid and Electrical Automation (ICSGEA)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134131425","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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