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2020 IEEE 9th Joint International Information Technology and Artificial Intelligence Conference (ITAIC)最新文献

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Supermarket Information Management System based on Visible Light Communication 基于可见光通信的超市信息管理系统
2020 IEEE 9th Joint International Information Technology and Artificial Intelligence Conference (ITAIC) Pub Date : 2020-12-11 DOI: 10.1109/ITAIC49862.2020.9338883
Lin He, Mengyu Yang, Xingzong Cai, Zichuan Chen, Yunfei Li
{"title":"Supermarket Information Management System based on Visible Light Communication","authors":"Lin He, Mengyu Yang, Xingzong Cai, Zichuan Chen, Yunfei Li","doi":"10.1109/ITAIC49862.2020.9338883","DOIUrl":"https://doi.org/10.1109/ITAIC49862.2020.9338883","url":null,"abstract":"In this paper, the visible light communication technology is applied in the information management system of supermarket, the transceiver of visible light communication system is installed in the supermarket LED lighting system and the supermarket shopping cart. At the same time, the display screen of the shopping cart can display supermarket discounts and promotions, and the information management center in the background of the supermarket can also understand the customer’s location and movement speed, which not only facilitates users to understand the goods information but also provides certain reference value for the management, operation and procurement of the supermarket.","PeriodicalId":300389,"journal":{"name":"2020 IEEE 9th Joint International Information Technology and Artificial Intelligence Conference (ITAIC)","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124549150","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 Method for Calculating Steel Demand Response Potential Based on AOE Network 基于AOE网络的钢材需求响应潜力计算方法
2020 IEEE 9th Joint International Information Technology and Artificial Intelligence Conference (ITAIC) Pub Date : 2020-12-11 DOI: 10.1109/ITAIC49862.2020.9338773
Feixiang Gong, N. Han, Dezhi Li, Songsong Chen, Ming Xiao, Yang Yu
{"title":"A Method for Calculating Steel Demand Response Potential Based on AOE Network","authors":"Feixiang Gong, N. Han, Dezhi Li, Songsong Chen, Ming Xiao, Yang Yu","doi":"10.1109/ITAIC49862.2020.9338773","DOIUrl":"https://doi.org/10.1109/ITAIC49862.2020.9338773","url":null,"abstract":"As an important basic industry supporting the national economy, iron and steel industry is the industrial sector with the largest power consumption. As one of the top ten energy consumption industries, energy saving and consumption reduction has become an urgent problem in the production process of iron and steel industry. In the past, the regulation mode of iron and steel enterprises to participate in the demand response is limited, inefficient and restricted by external factors. This paper designs a method for calculating the steel demand response potential based on the AOE network. It aims to use the no-load gap in the steel process to adjust the steel load, realize the energy saving and consumption reduction of the steel enterprise itself, and reduce the fluctuation impact of the internal impact load on the power system.","PeriodicalId":300389,"journal":{"name":"2020 IEEE 9th Joint International Information Technology and Artificial Intelligence Conference (ITAIC)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129296832","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
Interesting Data Transmission in STM32 STM32中有趣的数据传输
2020 IEEE 9th Joint International Information Technology and Artificial Intelligence Conference (ITAIC) Pub Date : 2020-12-11 DOI: 10.1109/ITAIC49862.2020.9338951
Weibo Wu, Zhaoye Li
{"title":"Interesting Data Transmission in STM32","authors":"Weibo Wu, Zhaoye Li","doi":"10.1109/ITAIC49862.2020.9338951","DOIUrl":"https://doi.org/10.1109/ITAIC49862.2020.9338951","url":null,"abstract":"With the rapid development of Internet of things technology, GPRS technology has been widely used in wireless data transmission. This project uses 32-bit single chip microcomputer to design a new embedded system. The core control is based on STM32F103ZET6 microcontroller. The GPRS communication module adopts SIM800A micro module. The LED touch screen is connected to the hardware. And the stable optimal solution is obtained through data fusion technology analysis. At the same time, the data transmission of the final result is carried out. Wireless data transmission has been widened the application fields. Its better data transmission mode extends fields of modern communication.","PeriodicalId":300389,"journal":{"name":"2020 IEEE 9th Joint International Information Technology and Artificial Intelligence Conference (ITAIC)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123856568","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
Method for checking key parameters of basic data of automation equipments in intelligent substation based on multi-source data fusion 基于多源数据融合的智能变电站自动化设备基础数据关键参数校验方法
2020 IEEE 9th Joint International Information Technology and Artificial Intelligence Conference (ITAIC) Pub Date : 2020-12-11 DOI: 10.1109/itaic49862.2020.9338844
Zhengtang Liang, Na Li, Ti Guan, Yingwei Bai, Xinyuan Tong, Kongming Sun
{"title":"Method for checking key parameters of basic data of automation equipments in intelligent substation based on multi-source data fusion","authors":"Zhengtang Liang, Na Li, Ti Guan, Yingwei Bai, Xinyuan Tong, Kongming Sun","doi":"10.1109/itaic49862.2020.9338844","DOIUrl":"https://doi.org/10.1109/itaic49862.2020.9338844","url":null,"abstract":"The basic data quality of automation equipments in substaion directly affects the accuracy of data analysis and rationality of decision-making. This paper proposes a method for checking key parameters of automation equipments basic data of intelligent substation based on multi-source data fusion. This method in this paper fuses multi-source data such as standard point tables of EMS, remote configuration description (RCD) files, and substation system configuration description (SCD) files, and can accurately point out the missing and wrong filling of automation equipment basic data of the automation basic data system, and realize the verification of multiple functions such as uniqueness, completeness and accuracy of key parameters of the system equipment. Compared with the manual verification, the examples show that this proposed method can save a lot of time and cost, and also provide support for promoting the improvement of the lean production management level.","PeriodicalId":300389,"journal":{"name":"2020 IEEE 9th Joint International Information Technology and Artificial Intelligence Conference (ITAIC)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123864423","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
Optimal Capacity Planning of A Soft Normally Open Point Considering the Network Loss Optimization and Investment Cost 考虑网络损耗优化和投资成本的软常开点最优容量规划
2020 IEEE 9th Joint International Information Technology and Artificial Intelligence Conference (ITAIC) Pub Date : 2020-12-11 DOI: 10.1109/ITAIC49862.2020.9339194
Shuyi Shen, Dong He, Yingjing He, Fan Li, Jing Liang, Junv Ge, Zhu-ding Wang, Hongmin Xing
{"title":"Optimal Capacity Planning of A Soft Normally Open Point Considering the Network Loss Optimization and Investment Cost","authors":"Shuyi Shen, Dong He, Yingjing He, Fan Li, Jing Liang, Junv Ge, Zhu-ding Wang, Hongmin Xing","doi":"10.1109/ITAIC49862.2020.9339194","DOIUrl":"https://doi.org/10.1109/ITAIC49862.2020.9339194","url":null,"abstract":"Soft Normally Open Point (SNOP) has strong ability in power flow control of distribution network, but the high investment cost of SNOP limits its application in distribution network. In this paper, an optimal planning method is proposed, which takes into account the loss and investment cost of SNOP. Firstly, the loss reduction of SNOP under different capacity is analyzed. Secondly, the relationship between SNOP capacity and cost is linear fitted. And both the location and the capacity of an SNOP are optimized. Simulation results show that under most simulation conditions, only one SNOP can be installed in distribution network, which can provide reference for active distribution network planning.","PeriodicalId":300389,"journal":{"name":"2020 IEEE 9th Joint International Information Technology and Artificial Intelligence Conference (ITAIC)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123881950","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 Application of Honeywell PKS in Speed Control of Air Compressor in PTA Device 霍尼韦尔PKS在PTA装置空压机转速控制中的应用研究
2020 IEEE 9th Joint International Information Technology and Artificial Intelligence Conference (ITAIC) Pub Date : 2020-12-11 DOI: 10.1109/ITAIC49862.2020.9338774
Peng Zheng, Shan. Hu, Bobo Ge, Zhengxu Shi
{"title":"Research on Application of Honeywell PKS in Speed Control of Air Compressor in PTA Device","authors":"Peng Zheng, Shan. Hu, Bobo Ge, Zhengxu Shi","doi":"10.1109/ITAIC49862.2020.9338774","DOIUrl":"https://doi.org/10.1109/ITAIC49862.2020.9338774","url":null,"abstract":"Through the research on the production process and control strategy of the air compressor unit of the purified terephthalic acid (PTA) device, the Honeywell PKS system is used to control the multi-shaft centrifugal air compressor unit of the PTA unit, and the process is described. Use Matlab software to communicate with Honeywell’s PKS system to optimize its control algorithm to achieve fuzzy PID control of the air compressor speed. Compared with traditional PID control, it has the characteristics of better dynamics and smaller overshoot, making The operation process of the air compressor unit is more stable. Use the Bentley 3500 vibration detection system to monitor the realtime operating status of the unit and transmit the monitoring information to the PKS system through MODBUS for realtime display to ensure the smooth operation of the air compressor unit.","PeriodicalId":300389,"journal":{"name":"2020 IEEE 9th Joint International Information Technology and Artificial Intelligence Conference (ITAIC)","volume":"173 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124246610","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
Liver Segemtation in CT Image with No-edge-cuting UNet 无边缘切割UNet在CT图像中的肝脏分割
2020 IEEE 9th Joint International Information Technology and Artificial Intelligence Conference (ITAIC) Pub Date : 2020-12-11 DOI: 10.1109/ITAIC49862.2020.9338815
W. Zhao, Kairan Li, Di Zhao, Yunpeng Jiang, Ji Wu, Jinjun Chen, X. Quan, Xinming Li, Feng Xue
{"title":"Liver Segemtation in CT Image with No-edge-cuting UNet","authors":"W. Zhao, Kairan Li, Di Zhao, Yunpeng Jiang, Ji Wu, Jinjun Chen, X. Quan, Xinming Li, Feng Xue","doi":"10.1109/ITAIC49862.2020.9338815","DOIUrl":"https://doi.org/10.1109/ITAIC49862.2020.9338815","url":null,"abstract":"UNet model performs well in medical image segmentation. In this paper, UNet model is improved by the same padding after each convolution, so that the image scale remains unchanged through convolution, and the edges of the image are no longer cut off. The improved UNet model is trained for semantic segmentation of the liver in the portal vein in CT images, using binary cross entropy as the loss function, and dice value as the performance evaluation index. The average dice value of the test set reaches 0.85. Our work can be used to help for daily work of liver image segmentation.","PeriodicalId":300389,"journal":{"name":"2020 IEEE 9th Joint International Information Technology and Artificial Intelligence Conference (ITAIC)","volume":"7 4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123654259","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 on High Precision Position Attitude Measurement Method of Moving Platform Based on Optical Calibration 基于光学定标的运动平台高精度位置姿态测量方法研究
2020 IEEE 9th Joint International Information Technology and Artificial Intelligence Conference (ITAIC) Pub Date : 2020-12-11 DOI: 10.1109/ITAIC49862.2020.9338885
Hao Wei, Wang Fang, Xie Meilin, Cao Yu, Chen Minglai, Liu Peng, Lian Xuezheng, Huang Wei, Liu Kai
{"title":"Research on High Precision Position Attitude Measurement Method of Moving Platform Based on Optical Calibration","authors":"Hao Wei, Wang Fang, Xie Meilin, Cao Yu, Chen Minglai, Liu Peng, Lian Xuezheng, Huang Wei, Liu Kai","doi":"10.1109/ITAIC49862.2020.9338885","DOIUrl":"https://doi.org/10.1109/ITAIC49862.2020.9338885","url":null,"abstract":"Based on the airborne platform, the research on the measurement technology of moving base target is not without loss of generality. The methods and key technologies to improve the target measurement accuracy can be applied to airships, ships, vessels, vehicles and other moving platforms. However, the optical measurement based on the moving platform relies heavily on the position and attitude measurement accuracy of the platform itself. Therefore, aiming at the measurement environment of the airborne opto-electronic platform, a calibration camera unit is proposed to be installed on the UAV, and an attitude measurement system is formed by the active motion cross aim imaging of the calibration camera. According to the prior attitude information, position information, target UAV position information and target UAV miss distance, the attitude of UAV is calculated and measured. This paper first introduces the working principle of the whole system, and then deduces the attitude solution method in detail. Finally, through simulation, it is verified that this method can reach the attitude solution accuracy within 17 ”. The method proposed in this paper is an effective supplementary means of range optical measurement, which lays a foundation for further research.","PeriodicalId":300389,"journal":{"name":"2020 IEEE 9th Joint International Information Technology and Artificial Intelligence Conference (ITAIC)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114625610","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
Shadow Detection Of Moving Objects In Traffic Monitoring Video 交通监控视频中运动物体的阴影检测
2020 IEEE 9th Joint International Information Technology and Artificial Intelligence Conference (ITAIC) Pub Date : 2020-12-11 DOI: 10.1109/ITAIC49862.2020.9338958
Mingrui Zhang, Wenbing Zhao, Xiying Li, Dan Wang
{"title":"Shadow Detection Of Moving Objects In Traffic Monitoring Video","authors":"Mingrui Zhang, Wenbing Zhao, Xiying Li, Dan Wang","doi":"10.1109/ITAIC49862.2020.9338958","DOIUrl":"https://doi.org/10.1109/ITAIC49862.2020.9338958","url":null,"abstract":"Moving object detection is an important application of computer vision. Commonly used foreground separation algorithms such as Gaussian mixture modeling, ViBe, frame difference method, etc., do not consider the color of shadow and recognize the shadow of a moving object as a part of the moving object. In many cases, the shadow detection effect is not good. Focus on the detection of moving object shadows in traffic surveillance videos, this paper improves the existing ViBe algorithm, considers the color characteristics of the shadows, recognizes the shadows as part of the background, gains a smaller amount of calculation and better effect of shadow detection with the advantages of ViBe.","PeriodicalId":300389,"journal":{"name":"2020 IEEE 9th Joint International Information Technology and Artificial Intelligence Conference (ITAIC)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114640782","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
ITAIC 2020 Author Index ITAIC 2020作者索引
2020 IEEE 9th Joint International Information Technology and Artificial Intelligence Conference (ITAIC) Pub Date : 2020-12-11 DOI: 10.1109/itaic49862.2020.9338948
{"title":"ITAIC 2020 Author Index","authors":"","doi":"10.1109/itaic49862.2020.9338948","DOIUrl":"https://doi.org/10.1109/itaic49862.2020.9338948","url":null,"abstract":"","PeriodicalId":300389,"journal":{"name":"2020 IEEE 9th Joint International Information Technology and Artificial Intelligence Conference (ITAIC)","volume":"66 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114799565","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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