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2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA)最新文献

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Research on Transformer Oil Dielectric Loss Live Detection System Based on Intelligent Internet of Things Technology 基于智能物联网技术的变压器油介质损耗带电检测系统研究
2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA) Pub Date : 2022-10-28 DOI: 10.1109/ICDSCA56264.2022.9988516
Kexin Zhang, Siwei Han, Jianquan Liang, Yue Wang, Dewen Zhang, Shiyu Chen
{"title":"Research on Transformer Oil Dielectric Loss Live Detection System Based on Intelligent Internet of Things Technology","authors":"Kexin Zhang, Siwei Han, Jianquan Liang, Yue Wang, Dewen Zhang, Shiyu Chen","doi":"10.1109/ICDSCA56264.2022.9988516","DOIUrl":"https://doi.org/10.1109/ICDSCA56264.2022.9988516","url":null,"abstract":"This paper analyzes the spectral properties of Blackman self-convolution windows. At the same time, a blackman self-convolution window bispectrality interpolation FFT based on the computer intelligent Internet of things technology is proposed for the dielectric loss angle charged detection algorithm, and the calculation formula of the dielectric loss angle is deduced in detail. Finally, the computer is used for simulation verification. The results show that the algorithm It can effectively improve the measurement accuracy of the dielectric loss angle.","PeriodicalId":416983,"journal":{"name":"2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129037482","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 Carbon Sequestration Strategy Based on Entropy Weight Method and TOPSIS Model 基于熵权法和TOPSIS模型的固碳策略研究
2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA) Pub Date : 2022-10-28 DOI: 10.1109/ICDSCA56264.2022.9988539
W. Li, Yuhan Duan, Zhiyuan Liu
{"title":"Research on Carbon Sequestration Strategy Based on Entropy Weight Method and TOPSIS Model","authors":"W. Li, Yuhan Duan, Zhiyuan Liu","doi":"10.1109/ICDSCA56264.2022.9988539","DOIUrl":"https://doi.org/10.1109/ICDSCA56264.2022.9988539","url":null,"abstract":"This paper establishes a decision-making model for various forest species, and a forest management plan that maximizes forest carbon sequestration without damaging the environment is given. The model can adapt to a variety of conditions and has good sensitivity. This paper improved the model to consider the impact of managing forests on carbon sequestration, economy, ecological balance, climate, and other factors and gave them weights through the entropy weight method and the TOPSIS method, then re-given a better decision-making plan. This model has better practicability and can be used for different types of forests and can be adjusted according to the needs or preferences of local people, and the solution with the strongest carbon sequestration ability under the conditions that meet the requirements of the conditions can be obtained. This paper applied the above-improved model to two different forests, Geater Khingan Range and Wuyi Mountain. We collected their data for nearly ten years and used the model to make recommendations respectively.","PeriodicalId":416983,"journal":{"name":"2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129050480","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 Image Recognition Technology Based on Artificial Intelligence under Computer Big Data 计算机大数据下基于人工智能的图像识别技术研究
2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA) Pub Date : 2022-10-28 DOI: 10.1109/ICDSCA56264.2022.9987761
Li Linjun
{"title":"Research on Image Recognition Technology Based on Artificial Intelligence under Computer Big Data","authors":"Li Linjun","doi":"10.1109/ICDSCA56264.2022.9987761","DOIUrl":"https://doi.org/10.1109/ICDSCA56264.2022.9987761","url":null,"abstract":"This paper develops a remote video monitoring system based on ARM; the hardware of the system is based on the ARM S3C2440 embedded chip, and the circuit structure of the main modules such as power supply, Ethernet interface, JTAG interface, and data storage of the hardware system is designed; The software of the system uses Linux as the operating system, uses Video4 Linux to complete video image acquisition, uses JPEG image compression technology to realize video compression processing, and uses real-time transmission protocol RTP to realize video image encapsulation, network transmission, and control. The experimental results show that the method can simultaneously perform real-time online detection of various anomalies such as occlusion, blurring and scene switching that suddenly appear in remote video surveillance, and the accuracy rate can reach 88.75%.","PeriodicalId":416983,"journal":{"name":"2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA)","volume":"195 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132296883","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
Investigation on novel comparator design 新型比较器设计研究
2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA) Pub Date : 2022-10-28 DOI: 10.1109/ICDSCA56264.2022.9988168
Xin-hua Yu
{"title":"Investigation on novel comparator design","authors":"Xin-hua Yu","doi":"10.1109/ICDSCA56264.2022.9988168","DOIUrl":"https://doi.org/10.1109/ICDSCA56264.2022.9988168","url":null,"abstract":"This paper investigates four innovative comparators design and their performance. A Latch-type comparator comprising two cross-coupled inverters is altered for fast operation, with advantages of a high-impedance input, robustness against mismatch, and no static power consumption kept. A splendid technique is a low-power high-precision comparator with an offset scheme implemented on it, achieving a fast and robust offset convergence. The scheme barely introduces delay and mismatch and is designed with minimal extra power consumption and delay. A novel triple-Latch Feedforward (TLFF) fully Dynamic Comparator composed with three stage latches and a feedforward path is proposed to reduce the delay remarkably for large differential input. Another dynamic-bias comparator is designed and compared with prior study, saving the energy consumption considerably with given noise. However, it sacrifices the operation speed due to incomplete discharge. Considerations on the circuit design and performances of the above-mentioned comparators will be discussed in this paper.","PeriodicalId":416983,"journal":{"name":"2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130337740","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 Deep Forgery Data Identification and Traceability Technology Based on Blockchain 基于区块链的深度伪造数据识别与溯源技术研究
2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA) Pub Date : 2022-10-28 DOI: 10.1109/ICDSCA56264.2022.9988274
Ke-wei Yang, Da Li, Qingbei Guo, Hejian Wang, Desheng Bai, Xiukui Pan
{"title":"Research on Deep Forgery Data Identification and Traceability Technology Based on Blockchain","authors":"Ke-wei Yang, Da Li, Qingbei Guo, Hejian Wang, Desheng Bai, Xiukui Pan","doi":"10.1109/ICDSCA56264.2022.9988274","DOIUrl":"https://doi.org/10.1109/ICDSCA56264.2022.9988274","url":null,"abstract":"With the acceleration of the digital transformation of the power system, the electronic data in the power production operation has shown an explosive growth. However, the increasing proliferation of deep forgery technology has brought huge hidden dangers to the electronic data management of power grid enterprises, and it is urgent to build a trusted management system for electronic data. This paper proposes a blockchain-based deep forgery data identification and traceability framework. Firstly, a method of trusted identification of electronic data based on blockchain is proposed, which constructs the unique identification of data and embeds it in the electronic data as a digital watermark. Second, introduce blockchain-based electronic data forensic appraisal technology to conduct authenticity and similarity analysis of electronic data. Finally, a deep forgery data traceability mechanism based on digital identification is designed to realize deep forgery data traceability and dissemination supervision. After comparative analysis, the framework is more secure and efficient in deep forgery data supervision, and can provide key support for building a trusted content system in cyberspace.","PeriodicalId":416983,"journal":{"name":"2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130749477","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 the Application of Computer Multimedia Technology in Chinese Cloud Classroom Teaching Practice 计算机多媒体技术在语文云课堂教学实践中的应用研究
2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA) Pub Date : 2022-10-28 DOI: 10.1109/ICDSCA56264.2022.9988277
Linpeng Zhang
{"title":"Research on the Application of Computer Multimedia Technology in Chinese Cloud Classroom Teaching Practice","authors":"Linpeng Zhang","doi":"10.1109/ICDSCA56264.2022.9988277","DOIUrl":"https://doi.org/10.1109/ICDSCA56264.2022.9988277","url":null,"abstract":"The Chinese teaching system is an open system. The function and structure of the Chinese teaching system will directly affect the teaching effect. Only when the teaching structure of the classroom is reasonable, the development direction of the teaching system is correct, and the feedback link of the system is complete, the best results can be achieved. The effect of language teaching. This paper studies a task-based Chinese classroom interactive teaching system based on ZigBee technology. On the basis of formulating the principle of task-based classroom teaching, the system has functions such as user management, file download, and classroom communication. The effect of the system implementation shows that the functional modules of this system have very high reusability, which can not only improve the teaching efficiency and quality, but also meet the diversified needs of Chinese network-assisted teaching to a large extent. It is worth promoting and applying to various disciplines teaching.","PeriodicalId":416983,"journal":{"name":"2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116621658","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
Multi-Objective Optimal Scheduling of Reservoirs Integrating the Internet of Things and Deep Learning Models 结合物联网和深度学习模型的水库多目标优化调度
2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA) Pub Date : 2022-10-28 DOI: 10.1109/ICDSCA56264.2022.9988515
Yang Li, Jiancang Xie, Jianghua Yang
{"title":"Multi-Objective Optimal Scheduling of Reservoirs Integrating the Internet of Things and Deep Learning Models","authors":"Yang Li, Jiancang Xie, Jianghua Yang","doi":"10.1109/ICDSCA56264.2022.9988515","DOIUrl":"https://doi.org/10.1109/ICDSCA56264.2022.9988515","url":null,"abstract":"With the continuous upgrading and expansion of the concept and technology of the Internet of Things (IoT), the production methods of many traditional industries have undergone earth-shaking changes. IoT and Differential Evolution Algorithm (DEA) are integrated into the deep learning model for multi-objective optimal scheduling of reservoirs. Firstly, based on IoT, a multi-objective optimal dispatching system and a wireless sensor network module for the reservoir are designed, which are mainly used to collect and process data. Secondly, a constraint system that comprehensively considers the reservoir water balance and other aspects are proposed. A certain reservoir group is taken as the research object, combined with the collected information of the reservoir groups in previous years. The ecological dispatch is studied to ensure the ecological flow of 60m3/s, and the preparation and calculation of the monthly and ten-day water dispatch plans for normal and low water levels are realized. The dispatching results confirm that the ecological dispatching scheme of this reservoir group has high operability and reliability in practice.","PeriodicalId":416983,"journal":{"name":"2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116801650","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 Cascading Failures of Ship's Integrated Power DC Area Distribution System 船舶综合直流配电系统级联故障分析
2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA) Pub Date : 2022-10-28 DOI: 10.1109/ICDSCA56264.2022.9987871
Jing-Ping Wu, Zhihao Ye, Xueyan Zhang
{"title":"Analysis of Cascading Failures of Ship's Integrated Power DC Area Distribution System","authors":"Jing-Ping Wu, Zhihao Ye, Xueyan Zhang","doi":"10.1109/ICDSCA56264.2022.9987871","DOIUrl":"https://doi.org/10.1109/ICDSCA56264.2022.9987871","url":null,"abstract":"Aiming at the problem of cascading failures in the DC distribution area of the ship integrated power system, a probability analysis method based on Markov process is used to construct the space state model of the DC distribution system, generate the full state space of the system, and analyze the probability of cascading failures in the system.. Firstly, the theory and simulation analysis of the mechanism of the cascading failure of the ship's power system are carried out. On this basis, according to the structure of the DC distribution area under the working condition of a single inverter, a risk assessment model of system cascading failure is constructed, and the risk index of failure is obtained. Finally, through example verification, the development path of cascading failures is obtained, the probability of cascading failures is calculated, and the key lines in the system are found, which is convenient for the analysis of cascading failures under more complex working conditions, and improves the vitality of ship navigation.","PeriodicalId":416983,"journal":{"name":"2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116940303","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
Transaction cost regularization for online portfolio selection 在线投资组合选择的交易成本正则化
2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA) Pub Date : 2022-10-28 DOI: 10.1109/ICDSCA56264.2022.9987825
Haojie Zhou, Xiaoting Yao, Shuhui Cai, Na Zhang
{"title":"Transaction cost regularization for online portfolio selection","authors":"Haojie Zhou, Xiaoting Yao, Shuhui Cai, Na Zhang","doi":"10.1109/ICDSCA56264.2022.9987825","DOIUrl":"https://doi.org/10.1109/ICDSCA56264.2022.9987825","url":null,"abstract":"To further improve the performance of the online portfolio considering transaction costs, we propose a transaction cost regularization (TCR) model. This model minimizes the negative expected return and meanwhile incorporates the L1 norm of the difference between two consecutive allocations as a regularization term to control the transaction cost. We first apply the linearized augmented Lagrangian method to solve the proposed model and derive a convergent iterative algorithm whose update in each iteration has a closed form, which enables the computational efficiency of the algorithm. To further study the problem, the alternative direction method of multipliers is applied to solve the portfolio model and its convergence is theoretically guaranteed as well as guaranteeing that the portfolio variables for each iteration are constrained in simplex. Numerical experiments on benchmark datasets illustrate that our proposed algorithms are efficient and can achieve higher cumulative wealth than the compared state-of-the-art algorithms in most cases.","PeriodicalId":416983,"journal":{"name":"2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA)","volume":"183 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132584052","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 Diversity Composition Coefficients and Influencing Factors Based on High Bit Rate FM Baseband 基于高比特率调频基带的分集组成系数及影响因素研究
2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA) Pub Date : 2022-10-28 DOI: 10.1109/ICDSCA56264.2022.9987985
B. Tan, Di Zhang
{"title":"Research on Diversity Composition Coefficients and Influencing Factors Based on High Bit Rate FM Baseband","authors":"B. Tan, Di Zhang","doi":"10.1109/ICDSCA56264.2022.9987985","DOIUrl":"https://doi.org/10.1109/ICDSCA56264.2022.9987985","url":null,"abstract":"Based on the 4203 high code rate FM band, the actual equipment performance of the composite synthesis technology of the improved signal mass is studied, and the influence factors of the two key analysis diversity synthesis systems are studied, and the relationship between the synthesis agc and the synthesis system is studied.","PeriodicalId":416983,"journal":{"name":"2022 IEEE 2nd International Conference on Data Science and Computer Application (ICDSCA)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122394811","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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