Pub Date : 2019-08-01DOI: 10.1109/ICSGEA.2019.00053
Ke Fan, Hong Li, Xinyue Jiang
Recently, attention mechanism has aroused great interest in various fields of Natural Language Processing (NLP). In this paper, we propose a new model for extracting an interpretable sentence embedding by introducing an "Adaptive self-attention". Instead of using a vector, we use a 2-D matrix to represent the embedding and each valid row of the matrix represents a part of sentence. In addition, a length hierarchy mechanism with a unique loss function is applied to adaptively adjust the number of the valid rows of the matrix, which can solve the problem of attention redundancy in short sentences and lack of attention in long sentences. We evaluate our model on text classification tasks: news categorization, review categorization and opinion classification. The results show that our model, compared with other sentence embedding methods, achieve significant improvement in terms of performance when there exists a large amount of data and the length of the data is evenly distributed.
{"title":"An Improved Adaptive and Structured Sentence Embedding","authors":"Ke Fan, Hong Li, Xinyue Jiang","doi":"10.1109/ICSGEA.2019.00053","DOIUrl":"https://doi.org/10.1109/ICSGEA.2019.00053","url":null,"abstract":"Recently, attention mechanism has aroused great interest in various fields of Natural Language Processing (NLP). In this paper, we propose a new model for extracting an interpretable sentence embedding by introducing an \"Adaptive self-attention\". Instead of using a vector, we use a 2-D matrix to represent the embedding and each valid row of the matrix represents a part of sentence. In addition, a length hierarchy mechanism with a unique loss function is applied to adaptively adjust the number of the valid rows of the matrix, which can solve the problem of attention redundancy in short sentences and lack of attention in long sentences. We evaluate our model on text classification tasks: news categorization, review categorization and opinion classification. The results show that our model, compared with other sentence embedding methods, achieve significant improvement in terms of performance when there exists a large amount of data and the length of the data is evenly distributed.","PeriodicalId":201721,"journal":{"name":"2019 International Conference on Smart Grid and Electrical Automation (ICSGEA)","volume":"5 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":"132904047","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}
Pub Date : 2019-08-01DOI: 10.1109/ICSGEA.2019.00046
Shufang Li
In order to accurately evaluate the durability of bridges under the condition of uncertainty of concrete bridge durability evaluation and incomplete information, a comprehensive evaluation model of bridge durability based on multi-scale high-efficiency numerical model is introduced. The advantages of the model are explained in terms of indicator screening, grading, qualitative description, quantitative description, weight determination, evaluation process and method optimization, and through engineering examples, under the condition that the index information is incomplete and affected by uncertain factors, The model can diagnose the durability grade of the bridge to be evaluated more objectively and accurately, and provide a theoretical basis for the operation management and maintenance and maintenance decision of the bridge.
{"title":"Durability Evaluation of Concrete Bridges Considering Multi-scale High-Efficiency Numerical Models","authors":"Shufang Li","doi":"10.1109/ICSGEA.2019.00046","DOIUrl":"https://doi.org/10.1109/ICSGEA.2019.00046","url":null,"abstract":"In order to accurately evaluate the durability of bridges under the condition of uncertainty of concrete bridge durability evaluation and incomplete information, a comprehensive evaluation model of bridge durability based on multi-scale high-efficiency numerical model is introduced. The advantages of the model are explained in terms of indicator screening, grading, qualitative description, quantitative description, weight determination, evaluation process and method optimization, and through engineering examples, under the condition that the index information is incomplete and affected by uncertain factors, The model can diagnose the durability grade of the bridge to be evaluated more objectively and accurately, and provide a theoretical basis for the operation management and maintenance and maintenance decision of the bridge.","PeriodicalId":201721,"journal":{"name":"2019 International Conference on Smart Grid and Electrical Automation (ICSGEA)","volume":"11 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":"129528093","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}
Pub Date : 2019-08-01DOI: 10.1109/ICSGEA.2019.00057
Yanwei Yang
Based on the characteristics of mobile learning, an English grammar mobile learning system on Android platform is designed. Firstly, the background and advantages of mobile terminal and Android system are analyzed. Then, the development mode, database creation and communication mode are discussed. In the system implementation process, we design and implement data transmission based on Tomcat Web server and HTTP protocol, and text information exchange and voice chat based on Openfire instant messaging server and XMPP protocol. At the same time, using online learning algorithm combined with interactive system, as well as C-SVC and v-svc data analysis, the modular design and overall test of the system are realized. The results show that the system is accurate in search, comprehensive in content, conducive to English grammar learning, and it has strong practicability.
{"title":"Development and Implementation of Mobile Platform-Oriented Interactive English Grammar Learning System","authors":"Yanwei Yang","doi":"10.1109/ICSGEA.2019.00057","DOIUrl":"https://doi.org/10.1109/ICSGEA.2019.00057","url":null,"abstract":"Based on the characteristics of mobile learning, an English grammar mobile learning system on Android platform is designed. Firstly, the background and advantages of mobile terminal and Android system are analyzed. Then, the development mode, database creation and communication mode are discussed. In the system implementation process, we design and implement data transmission based on Tomcat Web server and HTTP protocol, and text information exchange and voice chat based on Openfire instant messaging server and XMPP protocol. At the same time, using online learning algorithm combined with interactive system, as well as C-SVC and v-svc data analysis, the modular design and overall test of the system are realized. The results show that the system is accurate in search, comprehensive in content, conducive to English grammar learning, and it has strong practicability.","PeriodicalId":201721,"journal":{"name":"2019 International Conference on Smart Grid and Electrical Automation (ICSGEA)","volume":"94 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":"115418528","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}
Pub Date : 2019-08-01DOI: 10.1109/ICSGEA.2019.00060
Hu Fenting
With the development of the new media environment in the information age, the importance of open education micro-video has been increasing. However, the current open education micro-video has not been fully paid attention to, and there is no corresponding research on the micro-video production strategy. Based on the characteristics of learners and video resources, this paper analyzes the development trend of micro-video, aiming at the two problems of weak resource development and low display level in the construction of open education micro-video. In-depth discussion on the ways in which the two major production strategies of teaching and learning and aesthetics are realized in the process of micro-video production in open education, with a view to promoting the development of open education.
{"title":"Research on Open Education Micro Video Production Strategy Based on New Media Age","authors":"Hu Fenting","doi":"10.1109/ICSGEA.2019.00060","DOIUrl":"https://doi.org/10.1109/ICSGEA.2019.00060","url":null,"abstract":"With the development of the new media environment in the information age, the importance of open education micro-video has been increasing. However, the current open education micro-video has not been fully paid attention to, and there is no corresponding research on the micro-video production strategy. Based on the characteristics of learners and video resources, this paper analyzes the development trend of micro-video, aiming at the two problems of weak resource development and low display level in the construction of open education micro-video. In-depth discussion on the ways in which the two major production strategies of teaching and learning and aesthetics are realized in the process of micro-video production in open education, with a view to promoting the development of open education.","PeriodicalId":201721,"journal":{"name":"2019 International Conference on Smart Grid and Electrical Automation (ICSGEA)","volume":"328 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":"115857312","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}
Pub Date : 2019-08-01DOI: 10.1109/icsgea.2019.00016
Huimeng Zhang
With the continuous innovation and development of science and technology, the level of biomedical technology has been effectively improved. In the process of pharmaceutical manufacturing, the requirements for clean technology have been continuously improved, and the aseptic process equipment isolation technology has been effectively applied. This paper mainly discusses the importance of applying aseptic isolation technology from the perspective of aseptic isolation technology, expounds the aseptic isolation technology in the pharmaceutical industry, and conducts detailed analysis from three angles. The traditional PID control algorithm has simple structure, convenient adjustment and wide application. However, there are also many shortcomings. The quality of drug production varies greatly. Traditional PID control has a certain degree of influence on the control effect due to poor adaptability. hether the content of colonies can be controlled will affect the energy consumption of the system. The two indicators of system energy consumption are the most concerned by users in drug production. Therefore, the author tries to combine the single neuron algorithm with self-learning, robustness and no need to establish a specific mathematical model with the classical PID algorithm to realize the control of aseptic isolation technology.
{"title":"Research on Isolation Technology of Aseptic Process Equipment in Pharmaceutical Industry","authors":"Huimeng Zhang","doi":"10.1109/icsgea.2019.00016","DOIUrl":"https://doi.org/10.1109/icsgea.2019.00016","url":null,"abstract":"With the continuous innovation and development of science and technology, the level of biomedical technology has been effectively improved. In the process of pharmaceutical manufacturing, the requirements for clean technology have been continuously improved, and the aseptic process equipment isolation technology has been effectively applied. This paper mainly discusses the importance of applying aseptic isolation technology from the perspective of aseptic isolation technology, expounds the aseptic isolation technology in the pharmaceutical industry, and conducts detailed analysis from three angles. The traditional PID control algorithm has simple structure, convenient adjustment and wide application. However, there are also many shortcomings. The quality of drug production varies greatly. Traditional PID control has a certain degree of influence on the control effect due to poor adaptability. hether the content of colonies can be controlled will affect the energy consumption of the system. The two indicators of system energy consumption are the most concerned by users in drug production. Therefore, the author tries to combine the single neuron algorithm with self-learning, robustness and no need to establish a specific mathematical model with the classical PID algorithm to realize the control of aseptic isolation technology.","PeriodicalId":201721,"journal":{"name":"2019 International Conference on Smart Grid and Electrical Automation (ICSGEA)","volume":"35 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":"126178836","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}
Pub Date : 2019-08-01DOI: 10.1109/icsgea.2019.00022
Ding Rui
This paper studied the influence of distance between the receiving coil and the excitation coil on eddy current Array Probe based on finite element simulation method, and the reasonable distance interval is given. The results show that if the distance is too far or too close, the amplitude of the signal reflecting defect information will decrease. For the circumferential receiving coil, a close distance will cause large distortion of the waveform, and for the axial receiving coil, if the distance is too close, detected defect location will be advanced.
{"title":"Analysis of the Influence of Coil Distance on Eddy Current Array Probe for Defect Detection of Steam Generator Tube Based on Finite Element Simulation","authors":"Ding Rui","doi":"10.1109/icsgea.2019.00022","DOIUrl":"https://doi.org/10.1109/icsgea.2019.00022","url":null,"abstract":"This paper studied the influence of distance between the receiving coil and the excitation coil on eddy current Array Probe based on finite element simulation method, and the reasonable distance interval is given. The results show that if the distance is too far or too close, the amplitude of the signal reflecting defect information will decrease. For the circumferential receiving coil, a close distance will cause large distortion of the waveform, and for the axial receiving coil, if the distance is too close, detected defect location will be advanced.","PeriodicalId":201721,"journal":{"name":"2019 International Conference on Smart Grid and Electrical Automation (ICSGEA)","volume":"82 2 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":"121924379","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}
Pub Date : 2019-08-01DOI: 10.1109/ICSGEA.2019.00012
Xie Guang-cheng, C. Wenli, Liu Xingzhi, Zheng Ke, Zou Bo, S. Hongliang
In electricity meter automatic verification process, sometimes abnormal verification error data was given due to the drastic fluctuations of load power and frame drop. Traditional processing method increases measurement and takes average value as the basic data of electricity meter, which is invalid when the abnormity error data is far away from maximum permissible error. For this reason, a new method of determination of basic error is put forward, which uses Grubbs criterion to recognize and eliminate abnormal error data. Take the 13 verification error data of triphase electricity meter as analysis sample, Grubbs criterion is used to eliminate abnormal error data in the data processing, and further calculate the verification basic error of electricity meter. The results show that the method can more accurately reflect the basic error of electricity meter, and improve the verification efficiency, decrease the waste of verification source.
{"title":"Research and Application of Verification Error Data Processing of Electricity Meter Based on Grubbs Criterion","authors":"Xie Guang-cheng, C. Wenli, Liu Xingzhi, Zheng Ke, Zou Bo, S. Hongliang","doi":"10.1109/ICSGEA.2019.00012","DOIUrl":"https://doi.org/10.1109/ICSGEA.2019.00012","url":null,"abstract":"In electricity meter automatic verification process, sometimes abnormal verification error data was given due to the drastic fluctuations of load power and frame drop. Traditional processing method increases measurement and takes average value as the basic data of electricity meter, which is invalid when the abnormity error data is far away from maximum permissible error. For this reason, a new method of determination of basic error is put forward, which uses Grubbs criterion to recognize and eliminate abnormal error data. Take the 13 verification error data of triphase electricity meter as analysis sample, Grubbs criterion is used to eliminate abnormal error data in the data processing, and further calculate the verification basic error of electricity meter. The results show that the method can more accurately reflect the basic error of electricity meter, and improve the verification efficiency, decrease the waste of verification source.","PeriodicalId":201721,"journal":{"name":"2019 International Conference on Smart Grid and Electrical Automation (ICSGEA)","volume":"210 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":"114438823","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}
Pub Date : 2019-08-01DOI: 10.1109/ICSGEA.2019.00125
Lin Yuan
Over the past two decades, humans have been constantly aware of environmental issues, taking into account the long-term impact of human activities on the environment. In particular, the risks brought about by the transportation and handling of dangerous goods have attracted the attention of the public. Therefore, in order to reduce the consequences of an accident during the disposal process, the treatment and disposal facilities should be located in a small population area. This paper first analyzes the optimization objectives of cost, risk and risk fairness. After explaining the assumptions of modeling, the multi-objective model of the location selection of dangerous goods integrated logistics system based on road network risk bottleneck restriction is established. According to the model, a multi-objective programming algorithm is given. Finally, a numerical example is used to calculate the model.
{"title":"Site Selection of Dangerous Goods Integrated Logistics Management System Based on Line Selection Model","authors":"Lin Yuan","doi":"10.1109/ICSGEA.2019.00125","DOIUrl":"https://doi.org/10.1109/ICSGEA.2019.00125","url":null,"abstract":"Over the past two decades, humans have been constantly aware of environmental issues, taking into account the long-term impact of human activities on the environment. In particular, the risks brought about by the transportation and handling of dangerous goods have attracted the attention of the public. Therefore, in order to reduce the consequences of an accident during the disposal process, the treatment and disposal facilities should be located in a small population area. This paper first analyzes the optimization objectives of cost, risk and risk fairness. After explaining the assumptions of modeling, the multi-objective model of the location selection of dangerous goods integrated logistics system based on road network risk bottleneck restriction is established. According to the model, a multi-objective programming algorithm is given. Finally, a numerical example is used to calculate the model.","PeriodicalId":201721,"journal":{"name":"2019 International Conference on Smart Grid and Electrical Automation (ICSGEA)","volume":"23 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":"124463517","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}
Pub Date : 2019-08-01DOI: 10.1109/ICSGEA.2019.00101
Jing Luo
In order to effectively evaluate the performance of college counselors, through the research on the management policy of college counselors in China, this paper proposes a method for evaluating the performance evaluation of college counselors by Integrating Target Performance Management (ITPM). Introduce ITPM into the performance evaluation of college counselors, and conduct performance evaluation based on the understanding of the status quo of college counselors in China. The results show that the ITPM method proposed in this paper is a more suitable method for college counselor performance evaluation, which can improve the construction of counselors and strengthen the management of college personnel.
{"title":"Application of Performance Evaluation of College Counselors In Integrating Target Performance Management","authors":"Jing Luo","doi":"10.1109/ICSGEA.2019.00101","DOIUrl":"https://doi.org/10.1109/ICSGEA.2019.00101","url":null,"abstract":"In order to effectively evaluate the performance of college counselors, through the research on the management policy of college counselors in China, this paper proposes a method for evaluating the performance evaluation of college counselors by Integrating Target Performance Management (ITPM). Introduce ITPM into the performance evaluation of college counselors, and conduct performance evaluation based on the understanding of the status quo of college counselors in China. The results show that the ITPM method proposed in this paper is a more suitable method for college counselor performance evaluation, which can improve the construction of counselors and strengthen the management of college personnel.","PeriodicalId":201721,"journal":{"name":"2019 International Conference on Smart Grid and Electrical Automation (ICSGEA)","volume":"7 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":"129149932","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}
Pub Date : 2019-08-01DOI: 10.1109/ICSGEA.2019.00040
Dandan Xiao, Heqiong Zeng, Fang Liu
With the informatization of university management, the concept of smart campus is becoming more and more perfect. This paper mainly studies the application of RFID technology in smart campus. Combined with the actual operation of colleges and universities, it analyzes the application requirements of different objects such as teachers and students in each function, proposes design ideas, and proposes solutions to key problems.
{"title":"Research and Application of RFID Technology in Smart Campus","authors":"Dandan Xiao, Heqiong Zeng, Fang Liu","doi":"10.1109/ICSGEA.2019.00040","DOIUrl":"https://doi.org/10.1109/ICSGEA.2019.00040","url":null,"abstract":"With the informatization of university management, the concept of smart campus is becoming more and more perfect. This paper mainly studies the application of RFID technology in smart campus. Combined with the actual operation of colleges and universities, it analyzes the application requirements of different objects such as teachers and students in each function, proposes design ideas, and proposes solutions to key problems.","PeriodicalId":201721,"journal":{"name":"2019 International Conference on Smart Grid and Electrical Automation (ICSGEA)","volume":"28 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":"125690552","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}
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