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2022 XXV International Conference on Soft Computing and Measurements (SCM)最新文献

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Applicant's Decision Support System for Choosing the Direction of Study 申请人选择学习方向的决策支持系统
2022 XXV International Conference on Soft Computing and Measurements (SCM) Pub Date : 2022-05-25 DOI: 10.1109/scm55405.2022.9794902
Artyom A. Chekalev, Anastasiya O. Khlobystova, T. V. Tulupyeva
{"title":"Applicant's Decision Support System for Choosing the Direction of Study","authors":"Artyom A. Chekalev, Anastasiya O. Khlobystova, T. V. Tulupyeva","doi":"10.1109/scm55405.2022.9794902","DOIUrl":"https://doi.org/10.1109/scm55405.2022.9794902","url":null,"abstract":"The paper deals with the urgent task of developing a system that can improve the process of choosing an educational program by an applicant, based on his personal characteristics, interests and skills, and at the same time presented in a familiar and convenient environment for applicants. This requires establishing a correspondence between educational programs and types of socio-professional orientation, which in turn can be formalized as fuzzy variables. The purpose of the paper is to develop a tool for collecting data on students who are already university students, as well as laying the functionality for the subsequent use of this system as a recommendation for applicants.","PeriodicalId":162457,"journal":{"name":"2022 XXV International Conference on Soft Computing and Measurements (SCM)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122578579","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 Text Mining Technology to Solve Project Management Problems 文本挖掘技术在解决项目管理问题中的应用
2022 XXV International Conference on Soft Computing and Measurements (SCM) Pub Date : 2022-05-25 DOI: 10.1109/scm55405.2022.9794858
A. A. Vasiliev, A. V. Goryachev
{"title":"Application of Text Mining Technology to Solve Project Management Problems","authors":"A. A. Vasiliev, A. V. Goryachev","doi":"10.1109/scm55405.2022.9794858","DOIUrl":"https://doi.org/10.1109/scm55405.2022.9794858","url":null,"abstract":"This paper analyzes the possibilities of using text mining methods to solve project management problems. Text mining is an area of artificial intelligence. The use of text mining technology allows to find useful, previously unknown information in text arrays. Due to the fact that during the implementation of projects a lot of textual data is required, presented in a certain form (paper and electronic documents, letters, between project participants, etc.) and often unstructured, technical tools are needed that can process this information and extract useful knowledge from it that can help projects achieve their goals faster. The article includes the technology of text mining itself, the main approaches and methods that are currently used in this area. Things are impossible due to the fact that it is the use of text mining algorithms that can help in solving project management problems.","PeriodicalId":162457,"journal":{"name":"2022 XXV International Conference on Soft Computing and Measurements (SCM)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128436192","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
Temperature Regime Management of Air Cooling Units of the Gas Transmission System 输气系统空冷机组的温度状态管理
2022 XXV International Conference on Soft Computing and Measurements (SCM) Pub Date : 2022-05-25 DOI: 10.1109/scm55405.2022.9794836
Nikita A. Cherepanov, A. S. Semenov
{"title":"Temperature Regime Management of Air Cooling Units of the Gas Transmission System","authors":"Nikita A. Cherepanov, A. S. Semenov","doi":"10.1109/scm55405.2022.9794836","DOIUrl":"https://doi.org/10.1109/scm55405.2022.9794836","url":null,"abstract":"The main purpose and objectives of the long-term energy sector development of our country are to improve the energy efficiency of the gas transmission system. The work has developed methods for determining the optimal temperature regime of gas transmission.","PeriodicalId":162457,"journal":{"name":"2022 XXV International Conference on Soft Computing and Measurements (SCM)","volume":"IA-14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126556988","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 Appearance of the Information-measuring System for Qualimetry of Collective Protection Against Aircraft Noise 飞机噪声集体防护质量信息测量系统的研制
2022 XXV International Conference on Soft Computing and Measurements (SCM) Pub Date : 2022-05-25 DOI: 10.1109/scm55405.2022.9794900
S. Dragan, A. Bogomolov, V. V. Kharitonov, S. V. Drozdov
{"title":"The Appearance of the Information-measuring System for Qualimetry of Collective Protection Against Aircraft Noise","authors":"S. Dragan, A. Bogomolov, V. V. Kharitonov, S. V. Drozdov","doi":"10.1109/scm55405.2022.9794900","DOIUrl":"https://doi.org/10.1109/scm55405.2022.9794900","url":null,"abstract":"The appearance of the information-measuring system for qualimetry of means of collective protection against aircraft noise is substantiated, which meets the needs of the practice of ensuring the acoustic safety of the professional activities of the engineering and technical staff of aviation and takes into account both the experience in the development and operation of collective protection against aircraft noise and the specific features of aircraft noise.","PeriodicalId":162457,"journal":{"name":"2022 XXV International Conference on Soft Computing and Measurements (SCM)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122876116","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
Simulation of the Technical Condition of the Electrolyzer Using Neural Networks 利用神经网络对电解槽工艺条件进行仿真
2022 XXV International Conference on Soft Computing and Measurements (SCM) Pub Date : 2022-05-25 DOI: 10.1109/scm55405.2022.9794838
Alena N. Ilyushina, O. A. Beliaevskii, I. M. Novozhilov
{"title":"Simulation of the Technical Condition of the Electrolyzer Using Neural Networks","authors":"Alena N. Ilyushina, O. A. Beliaevskii, I. M. Novozhilov","doi":"10.1109/scm55405.2022.9794838","DOIUrl":"https://doi.org/10.1109/scm55405.2022.9794838","url":null,"abstract":"Measuring parameters of an operating electrolysis cell is a time-consuming task. The measurement accuracy remains quite low due to the presence of a huge number of external factors. To eliminate this shortcoming, the authors of the paper propose to place a larger number of wireless sensors on the cell, the data from which comes into the neural network. Authors created the network for further analysis in MatLab. The configured system makes it possible to monitor and predict the technical state of the cell.","PeriodicalId":162457,"journal":{"name":"2022 XXV International Conference on Soft Computing and Measurements (SCM)","volume":"124 2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130195664","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 Neural Networks in Electric Drive Systems of Pumping Units 神经网络在抽油机电驱动系统中的应用
2022 XXV International Conference on Soft Computing and Measurements (SCM) Pub Date : 2022-05-25 DOI: 10.1109/scm55405.2022.9794896
A. Belov, M. Belov
{"title":"Application of Neural Networks in Electric Drive Systems of Pumping Units","authors":"A. Belov, M. Belov","doi":"10.1109/scm55405.2022.9794896","DOIUrl":"https://doi.org/10.1109/scm55405.2022.9794896","url":null,"abstract":"The aim of the work is to develop a mathematical model of the control system of the pump unit with a neurocontroller. In the process of work the research of separate circuits of the control system of the pump unit was carried out. As a result of the research the following was obtained: computer model of pump unit control system; structure of neural regulator. The effectiveness of the model lies in the possibility to conduct research of different modes of operation of pump units at different connection options.","PeriodicalId":162457,"journal":{"name":"2022 XXV International Conference on Soft Computing and Measurements (SCM)","volume":"141 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115789168","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 Artificial Intelligence in Medicine 人工智能在医学中的应用
2022 XXV International Conference on Soft Computing and Measurements (SCM) Pub Date : 2022-05-25 DOI: 10.1109/scm55405.2022.9794891
V. P. Semenov, Lyubov Yu. Baranova, T. Yagya
{"title":"Application of Artificial Intelligence in Medicine","authors":"V. P. Semenov, Lyubov Yu. Baranova, T. Yagya","doi":"10.1109/scm55405.2022.9794891","DOIUrl":"https://doi.org/10.1109/scm55405.2022.9794891","url":null,"abstract":"The paper presents the directions of artificial intelligence technologies application in medicine and healthcare. Authors outline the main stages in history of artificial intelligence formation and show contemporary development trends.Authors highlight the main fields of artificial intelligence application in medicine and present a number of promising foreign developments in selected areas, such as surgical robotics, telemedicine, diagnostics, cardiology, and development of new drugs.Authors show that the success of artificial intelligence technologies application depends on the effectiveness of cooperation between specialists of different fields. The use of artificial intelligence in the field of medicine and healthcare leads to a reduction in time of patients’ treatment and detection of pathological processes at an earlier stage.","PeriodicalId":162457,"journal":{"name":"2022 XXV International Conference on Soft Computing and Measurements (SCM)","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133200359","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
Distributed System for Evaluating the Residual Charge of a Modular Multi-level Energy Storage Device 模块化多级储能装置剩余电量评估的分布式系统
2022 XXV International Conference on Soft Computing and Measurements (SCM) Pub Date : 2022-05-25 DOI: 10.1109/scm55405.2022.9794833
V. S. Lavrinovskiy, N. Dobroskok, Ekaterina S. Trusova
{"title":"Distributed System for Evaluating the Residual Charge of a Modular Multi-level Energy Storage Device","authors":"V. S. Lavrinovskiy, N. Dobroskok, Ekaterina S. Trusova","doi":"10.1109/scm55405.2022.9794833","DOIUrl":"https://doi.org/10.1109/scm55405.2022.9794833","url":null,"abstract":"Grid attached energy accumulators became irreplaceable part of power grids with inventing concepts of distributed power grids and internet of energy. Modular multilevel schemes for such accumulators are technology that can increase safety for construction ad service operations, help to use accumulators more efficient and ease development and manufacturing of accumulators. Meanwhile control process for modular multilevel scheme requires complicate measurement system which can proceed dozens and hundreds of signals. Centralized measurement systems can’t realize state estimation for modular multilevel accumulator, so distributed measurement system is needed.","PeriodicalId":162457,"journal":{"name":"2022 XXV International Conference on Soft Computing and Measurements (SCM)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115380519","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
Data Transmission over a Wireless Communication Channel of a Mobile Information Measurement System for the Study of a Person Kinematic Portrait 基于无线通信信道的移动信息测量系统的人体运动学肖像研究
2022 XXV International Conference on Soft Computing and Measurements (SCM) Pub Date : 2022-05-25 DOI: 10.1109/scm55405.2022.9794893
I. A. Tokareva, A. Tsareva, Dmitry B. Popov
{"title":"Data Transmission over a Wireless Communication Channel of a Mobile Information Measurement System for the Study of a Person Kinematic Portrait","authors":"I. A. Tokareva, A. Tsareva, Dmitry B. Popov","doi":"10.1109/scm55405.2022.9794893","DOIUrl":"https://doi.org/10.1109/scm55405.2022.9794893","url":null,"abstract":"For many years, wireless data transmission has posed a significant challenge to medical sensor developers, where instrument cabling is a major inconvenience for physicians and patients alike. This area of research requires modern data transmission technologies to be used to improve equipment that allows assessing and measuring the kinematic characteristics of the patient. In this paper, data transmission software from an inertial measurement system to an iOS mobile application using Bluetooth and Wi-Fi is described along with the sensor calibration procedure of the measurement system, and the main metrological characteristics are determined.","PeriodicalId":162457,"journal":{"name":"2022 XXV International Conference on Soft Computing and Measurements (SCM)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115465978","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
Improved Raft Algorithm for Optimizing Authorized Nodes Based on Random Forest 基于随机森林的授权节点优化改进Raft算法
2022 XXV International Conference on Soft Computing and Measurements (SCM) Pub Date : 2022-05-25 DOI: 10.1109/scm55405.2022.9794853
Hao Tang, Wenlong Yi, Yingding Zhao, Jinlong Huang, H. Xiong, Qiude Li
{"title":"Improved Raft Algorithm for Optimizing Authorized Nodes Based on Random Forest","authors":"Hao Tang, Wenlong Yi, Yingding Zhao, Jinlong Huang, H. Xiong, Qiude Li","doi":"10.1109/scm55405.2022.9794853","DOIUrl":"https://doi.org/10.1109/scm55405.2022.9794853","url":null,"abstract":"The traditional Raft algorithm has such an issue as \"vote snatching\" among candidates that results in abnormal elections in the absence of a majority. To address this issue, a random forest-based method is introduced for the identification of authorized nodes. First, the attributes of authorization are introduced to the original Raft algorithm to be the label of authorized nodes, i.e., only authorized nodes are eligible for candidacy. Second, the random forest algorithm is introduced to classify the authorized nodes according to their term, broadcasting duration, timeout duration, and other characteristics to divide all nodes into preferred nodes and ordinary nodes. In the end, the main consensus group makes up of preferred nodes adopted integral accumulation to top out the preferred node with the highest integral as the authorized nodes. According to the results, the optimized Raft algorithm avoids abnormal elections and outperforms the original algorithm in election efficiency. The method offers an orderly mechanism of node operation for the Consortium Blockchain.","PeriodicalId":162457,"journal":{"name":"2022 XXV International Conference on Soft Computing and Measurements (SCM)","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122078713","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
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