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Proceedings of the 2nd International Conference on Information Technologies and Electrical Engineering最新文献

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A Study of EEMD-Based Dynamic Animal Weighing Fusion Algorithm 基于eemd的动态动物称重融合算法研究
Proceedings of the 2nd International Conference on Information Technologies and Electrical Engineering Pub Date : 2019-12-06 DOI: 10.1145/3386415.3387025
Fang Tian, Han Tan, Cheng Zhang, Yong Zhou, Y. Yao
{"title":"A Study of EEMD-Based Dynamic Animal Weighing Fusion Algorithm","authors":"Fang Tian, Han Tan, Cheng Zhang, Yong Zhou, Y. Yao","doi":"10.1145/3386415.3387025","DOIUrl":"https://doi.org/10.1145/3386415.3387025","url":null,"abstract":"In animal weight measurement, as animal movements are uncontrollable, it's difficult to obtain static weight of the animal. An EEMD-based dynamic animal weighing fusion algorithm was proposed in this paper to solve the problem of inaccurate weight data in animal weighing. Huyang sheep taken as experimental objects, experimental verification was carried out. The results indicate that the proposed algorithm can obtain the actual weight in the 8s measurement process, and the error of the measured weight is smaller than 1%.","PeriodicalId":250211,"journal":{"name":"Proceedings of the 2nd International Conference on Information Technologies and Electrical Engineering","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121803441","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
An Overview of Deep Learning in Power Production 电力生产中的深度学习概述
Proceedings of the 2nd International Conference on Information Technologies and Electrical Engineering Pub Date : 2019-12-06 DOI: 10.1145/3386415.3387080
Qiang Song, Yonghuan Wu, Zhenlan Liu
{"title":"An Overview of Deep Learning in Power Production","authors":"Qiang Song, Yonghuan Wu, Zhenlan Liu","doi":"10.1145/3386415.3387080","DOIUrl":"https://doi.org/10.1145/3386415.3387080","url":null,"abstract":"With the deepening of global information and rapid development of technology, the public pay more attention to the value of massive data and constantly explore the internal relationship between data. The researchers try to serve economic and people's life with data. As a national basic industry, electric power plays an important role in economic and social development. Under the background of energy conservation and emission reduction policies, we are badly need to mine data value of electric power to improve the stability of electric power operation. This paper focuses on the combination of deep learning with power production, introduces the current research progress of deep learning and the scenario of deep learning in electric power. Based on the findings, this paper has proposed some future research directions.","PeriodicalId":250211,"journal":{"name":"Proceedings of the 2nd International Conference on Information Technologies and Electrical Engineering","volume":"116 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127307387","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
A Review of Control Methods for Inverters Parallel Operation 逆变器并联运行控制方法综述
Proceedings of the 2nd International Conference on Information Technologies and Electrical Engineering Pub Date : 2019-12-06 DOI: 10.1145/3386415.3387037
Changmao Hou, Bin Zou, Yongchao Zhao, Po Wang
{"title":"A Review of Control Methods for Inverters Parallel Operation","authors":"Changmao Hou, Bin Zou, Yongchao Zhao, Po Wang","doi":"10.1145/3386415.3387037","DOIUrl":"https://doi.org/10.1145/3386415.3387037","url":null,"abstract":"With the increasing demands of modern industrial society on the capacity and reliability of the power supply system, distributed power supply system control technology has emerged. In the context of a large number of mature power electronics technologies, power systems are gradually evolving into power electronics, and more and more power electronic devices are emerging in power systems. In today's power technology transformation field, multi-inverter parallel operation control technology has become a research trend. It can not only expand the power supply capacity but also makes the system more stable and reliable. Firstly, this paper introduces the main problem of parallel operation of multi-inverter, namely the circulation between inverters. According to the analysis of the circulation problem, the control method of the parallel operation of a multi-inverter is introduced. The non-interconnected control technology of drooping control has obvious advantages and development potential. Finally, according to the principle of drooping control, some new improved control methods are introduced, and it is pointed out that drooping control technology will become the mainstream of the development of parallel control technology of inverter in the future, and the development trend of this kind of control technology is forecasted.","PeriodicalId":250211,"journal":{"name":"Proceedings of the 2nd International Conference on Information Technologies and Electrical Engineering","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124900874","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 Reaction Rate Model of Volatile Kiln Based on SVR 基于SVR的挥发性窑反应速率模型
Proceedings of the 2nd International Conference on Information Technologies and Electrical Engineering Pub Date : 2019-12-06 DOI: 10.1145/3386415.3387069
B. Qin, Qinghu Chen, RuXia Shan, Xin Wang
{"title":"The Reaction Rate Model of Volatile Kiln Based on SVR","authors":"B. Qin, Qinghu Chen, RuXia Shan, Xin Wang","doi":"10.1145/3386415.3387069","DOIUrl":"https://doi.org/10.1145/3386415.3387069","url":null,"abstract":"A new method of reaction rate modeling of volatile kiln was proposed. First, use the collected material mass and kiln temperature data to get the corresponding reaction rate data by experiments, then proceed the data normalization processing and grouped into training samples and test samples, after that, adopting cross validation method to obtained the parameters of support vector machine regression (SVR) model by use of the training sample. volatile kiln reaction rate model was built based on these parameters, and finally use the test sample to verify the accuracy of the model, and the results of the correlation coefficient reached more than 0.9, which shows that the method of SVR's generalization ability is stronger and this reaction rate model can be used as the volatilization kiln reaction rate model.","PeriodicalId":250211,"journal":{"name":"Proceedings of the 2nd International Conference on Information Technologies and Electrical Engineering","volume":"309 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123248092","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
Cooperative Control Strategy of Energy Router and Energy Storage System in Microgrid 微电网能量路由器与储能系统协同控制策略
Proceedings of the 2nd International Conference on Information Technologies and Electrical Engineering Pub Date : 2019-12-06 DOI: 10.1145/3386415.3387029
Zheng Lan, Junzhang Wang, Jinhui Zeng
{"title":"Cooperative Control Strategy of Energy Router and Energy Storage System in Microgrid","authors":"Zheng Lan, Junzhang Wang, Jinhui Zeng","doi":"10.1145/3386415.3387029","DOIUrl":"https://doi.org/10.1145/3386415.3387029","url":null,"abstract":"A coordinated control strategy between the energy router and the energy storage system is proposed in this paper. To maintain the stability of voltage and frequency in microgrid, the interface converter of energy storage system(ESS) uses the constant voltage and constant frequency(V/F) control. The low voltage AC interface of the energy router (ER) connected to the microgrid adopts the virtual synchronous generator control, which adjusts the mechanical reference power in real-time according to the state of energy storage and charging. The ESS responds to power fluctuation And the ER maintains the stability of the ESS through bidirectional power regulation. ER and ESS ensure the \"flexible\" exchange of power between microgrid and grid. By this control strategy, the maximum efficiency of intermittent distributed energy can be guaranteed, and the stability, reliability and grid-connection friendliness of the microgrid operation can be improved. Simulation results show that the proposed control strategy is feasible and effective.","PeriodicalId":250211,"journal":{"name":"Proceedings of the 2nd International Conference on Information Technologies and Electrical Engineering","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129705274","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
Network Node Resource Risk Assessment Based on SCM-ANFIS 基于SCM-ANFIS的网络节点资源风险评估
Proceedings of the 2nd International Conference on Information Technologies and Electrical Engineering Pub Date : 2019-12-06 DOI: 10.1145/3386415.3386977
Haixia Qiu, Yan Niu, Judith Jepkemei, K. Luo
{"title":"Network Node Resource Risk Assessment Based on SCM-ANFIS","authors":"Haixia Qiu, Yan Niu, Judith Jepkemei, K. Luo","doi":"10.1145/3386415.3386977","DOIUrl":"https://doi.org/10.1145/3386415.3386977","url":null,"abstract":"Network security has become a major concern to the people, the Adaptive Neuro Fuzzy Inference System (ANFIS) has intelligent features not available in conventional methods, can handle uncertainties, and has the ability to self-learn and acquire knowledge. This paper proposes a model for risk assessment of network node resources using ANFIS, which divides network behavior into normal behavior and attack behavior, and analyzes network changes such as traffic, CPU, disk, and memory resource occupancy; the risk level of the node resource, so as to get better accuracy. The experimental results show that the adaptive neuro fuzzy inference system (SCM-ANFIS) model based on subtractive clustering can better evaluate the resource risk of network nodes.","PeriodicalId":250211,"journal":{"name":"Proceedings of the 2nd International Conference on Information Technologies and Electrical Engineering","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128424628","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 New Type of Duffing Oscillator for Weak Signal Detection 一种用于微弱信号检测的新型Duffing振荡器
Proceedings of the 2nd International Conference on Information Technologies and Electrical Engineering Pub Date : 2019-12-06 DOI: 10.1145/3386415.3387075
Xuanchao Liu, Mengmeng Wang
{"title":"A New Type of Duffing Oscillator for Weak Signal Detection","authors":"Xuanchao Liu, Mengmeng Wang","doi":"10.1145/3386415.3387075","DOIUrl":"https://doi.org/10.1145/3386415.3387075","url":null,"abstract":"For the sake of weak signal detecting more effectively, this paper introduces a new type of Duffing oscillator system for weak signal detection based on researching the Duffing oscillator. Firstly, the classical Duffing equation is introduced. By comparing, a new type of Duffing equation is introduced too. Because the behavior of the new nonlinear system is very complex, two different ways are used to study, including numerical simulation by solving the differential equation for static research, and mechanical-electrical analog circuit for dynamic research. The effects of initial parameters such as signal amplitude and frequency on the condition evolution of the nonlinear system are analyzed. The results show that the new nonlinear system can more effectively detect the weak amplitude changes of special frequency input signal and suppress strong other frequency signals. Especially, the new method greatly improved detection sensitivity reduced the difficulty of the weak signal detection.","PeriodicalId":250211,"journal":{"name":"Proceedings of the 2nd International Conference on Information Technologies and Electrical Engineering","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126812433","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
A Fault Line Selection Method by Resistive Current for Single-Phase Earth Fault in Network 基于电阻电流的单相接地故障选线方法
Proceedings of the 2nd International Conference on Information Technologies and Electrical Engineering Pub Date : 2019-12-06 DOI: 10.1145/3386415.3387005
Ning Wang, Jian Liu, Miaomiao Song
{"title":"A Fault Line Selection Method by Resistive Current for Single-Phase Earth Fault in Network","authors":"Ning Wang, Jian Liu, Miaomiao Song","doi":"10.1145/3386415.3387005","DOIUrl":"https://doi.org/10.1145/3386415.3387005","url":null,"abstract":"Aiming at the question of selecting fault line when single-phase grounded in neutral \"point\" ineffective ground system, according to resistive current, a criterion of line selection is proposed, and its feasibility is analyzed in depth. When the system detects zero-sequence voltage, the medium resistance is put into the neutral point of the system, and the resistive currents on each line are extracted, which is used as the criterion for malfunction line selection of the system. This paper analyses the influence of different resistance, ground resistance and capacitive current on the criterion of fault line selection. At the same time, PSCAD/EMTDC platform is used to simulate and verify the reliability of malfunction line selection, and the algorithm is analyzed with MATLAB. And results show that the criterion has a high reliability coefficient, and can accurately select fault lines under different conditions of ground resistance and capacitive current.","PeriodicalId":250211,"journal":{"name":"Proceedings of the 2nd International Conference on Information Technologies and Electrical Engineering","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116477987","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 Clustering Computing Methods of Big Data 大数据聚类计算方法研究
Proceedings of the 2nd International Conference on Information Technologies and Electrical Engineering Pub Date : 2019-12-06 DOI: 10.1145/3386415.3386964
Lijun Chen, Zhengjun Pan, Lina Yuan
{"title":"Study on Clustering Computing Methods of Big Data","authors":"Lijun Chen, Zhengjun Pan, Lina Yuan","doi":"10.1145/3386415.3386964","DOIUrl":"https://doi.org/10.1145/3386415.3386964","url":null,"abstract":"In the past few years, the rapidly developing technology in the field of information technology is \"big data\". Clustering is one of the key tasks in a wide range of areas dealing with large amounts of data. This survey introduces various clustering methods used for effective big data clustering. Therefore, this review paper reviewed 15 research papers, which proposed various methods for effective big data clustering, such as k-means clustering, k-means variant clustering, fuzzy c-means clustering, possibility c-means clustering, collaborative filtering and optimization based clustering. In addition, detailed analysis is carried out by referring to the implementation tools used, the data sets used and the big data clustering framework adopted. Then, an effective solution must be developed to go beyond the existing technology to the special management of big data. Finally, the research problems and gaps of various big data clustering technologies are proposed to enable researchers to start with better big data clustering.","PeriodicalId":250211,"journal":{"name":"Proceedings of the 2nd International Conference on Information Technologies and Electrical Engineering","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128092472","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 Aircraft Carrier Attitude Calculation Method Based on RAEKF 基于RAEKF的航母姿态计算方法研究
Proceedings of the 2nd International Conference on Information Technologies and Electrical Engineering Pub Date : 2019-12-06 DOI: 10.1145/3386415.3387067
D. Sang, Libin Yang, Jianjun Zhao
{"title":"Research on Aircraft Carrier Attitude Calculation Method Based on RAEKF","authors":"D. Sang, Libin Yang, Jianjun Zhao","doi":"10.1145/3386415.3387067","DOIUrl":"https://doi.org/10.1145/3386415.3387067","url":null,"abstract":"Existing DGPS-based pose-fixing algorithms cannot solve the problem that GPS signals have no solution when they are disturbed and are easily affected by gross errors in GPS data. This paper proposes a carrier attitude measurement method based on RAEKF and DGPS, researches the attitude measurement principle of carrier phase differential GPS, analyzes the defects of existing pose determination algorithms, and proposes a RAEKF algorithm that is not affected by the lack of GPS data and gross errors. Improved GPS positioning accuracy and reliability.","PeriodicalId":250211,"journal":{"name":"Proceedings of the 2nd International Conference on Information Technologies and Electrical Engineering","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115948407","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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