Pub Date : 2021-09-21DOI: 10.1109/CTS53513.2021.9562822
Sergey M. Morozov
Neuro-fuzzy approach for implementing control systems is considered. Neuro-fuzzy systems are a tool for a development of trainable control systems with high interpretability. These systems can be trained to work in new conditions. There is a possibility to analyze the actions, which implement the control. Examples of neuro-fuzzy control applications are presented: virtual assistant and automatic calibration system.
{"title":"Implementation of Neuro-fuzzy Control Systems","authors":"Sergey M. Morozov","doi":"10.1109/CTS53513.2021.9562822","DOIUrl":"https://doi.org/10.1109/CTS53513.2021.9562822","url":null,"abstract":"Neuro-fuzzy approach for implementing control systems is considered. Neuro-fuzzy systems are a tool for a development of trainable control systems with high interpretability. These systems can be trained to work in new conditions. There is a possibility to analyze the actions, which implement the control. Examples of neuro-fuzzy control applications are presented: virtual assistant and automatic calibration system.","PeriodicalId":371882,"journal":{"name":"2021 IV International Conference on Control in Technical Systems (CTS)","volume":"151 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117354231","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 : 2021-09-21DOI: 10.1109/CTS53513.2021.9562970
I. G. Solovyev, D. Govorkov, Ivan V. Konstantinov
Expansion of the control and regulation potential of technologies for electric submersible pump (ESP) -equipped wells and large-scale development of digital intelligent solutions significantly expand the setting range of optimal modes, regulations and parameters of well completion. The introduction of resource and energy efficiency indicators with an explicit evaluation of the failure period makes it possible to build a temporal hierarchy of optimal solutions, considering the balances in performance, energy consumption and durability under conditions of multidimensional complicative factors of the operation. For the synthesis of optimal solutions, the factor completeness of simplified model descriptions of controlled processes in primary design schemes is of greater importance than the details provided by models of universal integrated platforms that are difficult to fit into operational control systems. The proposed scheme of numerical-analytical design is compared with new approaches to the optimal choice based on neural network models trained according to the statistics of “best practices” for the completing and operation of ESPs.
{"title":"Resource-energy Efficiency of ESP-equipped Wells Operation Management (Approaches, Models, Methods)","authors":"I. G. Solovyev, D. Govorkov, Ivan V. Konstantinov","doi":"10.1109/CTS53513.2021.9562970","DOIUrl":"https://doi.org/10.1109/CTS53513.2021.9562970","url":null,"abstract":"Expansion of the control and regulation potential of technologies for electric submersible pump (ESP) -equipped wells and large-scale development of digital intelligent solutions significantly expand the setting range of optimal modes, regulations and parameters of well completion. The introduction of resource and energy efficiency indicators with an explicit evaluation of the failure period makes it possible to build a temporal hierarchy of optimal solutions, considering the balances in performance, energy consumption and durability under conditions of multidimensional complicative factors of the operation. For the synthesis of optimal solutions, the factor completeness of simplified model descriptions of controlled processes in primary design schemes is of greater importance than the details provided by models of universal integrated platforms that are difficult to fit into operational control systems. The proposed scheme of numerical-analytical design is compared with new approaches to the optimal choice based on neural network models trained according to the statistics of “best practices” for the completing and operation of ESPs.","PeriodicalId":371882,"journal":{"name":"2021 IV International Conference on Control in Technical Systems (CTS)","volume":"358 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133373107","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 : 2021-09-21DOI: 10.1109/CTS53513.2021.9562874
Yulia A. Dubrovskaya, I. M. Novozhilov, L. V. Pikhkonen
The paper briefly describes some elements of cognitive technologies required for the effective implementation of practice-oriented training of engineers. Living at the age of nanotechnology and digitalization requires a qualitatively different level of training for graduates of engineering specialties. The authors believe that cognitive technologies in practice-oriented training, which reflect the peculiarities of work and the aspects of production, ensure the most effective training of engineers. The use of cognitive technologies personalizes the educational process. The knowledge gained during the course of theoretical training, the practical experience obtained through the immersive educational environment, will ensure training of specialists with the fastest adaptation to the needs of production to fulfill their professional tasks.
{"title":"Application of Cognitive Technologies for Practice-oriented Education","authors":"Yulia A. Dubrovskaya, I. M. Novozhilov, L. V. Pikhkonen","doi":"10.1109/CTS53513.2021.9562874","DOIUrl":"https://doi.org/10.1109/CTS53513.2021.9562874","url":null,"abstract":"The paper briefly describes some elements of cognitive technologies required for the effective implementation of practice-oriented training of engineers. Living at the age of nanotechnology and digitalization requires a qualitatively different level of training for graduates of engineering specialties. The authors believe that cognitive technologies in practice-oriented training, which reflect the peculiarities of work and the aspects of production, ensure the most effective training of engineers. The use of cognitive technologies personalizes the educational process. The knowledge gained during the course of theoretical training, the practical experience obtained through the immersive educational environment, will ensure training of specialists with the fastest adaptation to the needs of production to fulfill their professional tasks.","PeriodicalId":371882,"journal":{"name":"2021 IV International Conference on Control in Technical Systems (CTS)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116084637","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 : 2021-09-21DOI: 10.1109/CTS53513.2021.9562910
A. V. Martirosyan, T. V. Kukharova, Michael S. Fedorov
This article presents an advanced research aimed at studying of operating mode parameters' influence on the hydrodynamics of associated hydrogeological objects. The prerequisites of the study are described and the arguments proving its relevance are given. The formulation of the research problem has been completed. The analysis of mathematical modeling methods, which can be used to simulate the connection between two hydrogeological objects, is represented.
{"title":"Research of the Hydrogeological Objects' Connection Peculiarities","authors":"A. V. Martirosyan, T. V. Kukharova, Michael S. Fedorov","doi":"10.1109/CTS53513.2021.9562910","DOIUrl":"https://doi.org/10.1109/CTS53513.2021.9562910","url":null,"abstract":"This article presents an advanced research aimed at studying of operating mode parameters' influence on the hydrodynamics of associated hydrogeological objects. The prerequisites of the study are described and the arguments proving its relevance are given. The formulation of the research problem has been completed. The analysis of mathematical modeling methods, which can be used to simulate the connection between two hydrogeological objects, is represented.","PeriodicalId":371882,"journal":{"name":"2021 IV International Conference on Control in Technical Systems (CTS)","volume":"98 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117222796","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 : 2021-09-21DOI: 10.1109/CTS53513.2021.9562846
Ivan Yu. Spitsyn, Aleksandr M Sinitca, Vjacheslav V. Gulvanskii, Dmitrij A. Perevertailo, Aleksej V. Volkov
The report examines the applied aspects of the application of interdisciplinary knowledge in the context of the development and analysis of a model of a control object for a linear DC motor, as well as the synthesis of a control system using the state space method, the frequency method and the automated method of tuning the PID controller. The results obtained are intended for use in the course of laboratory work on the discipline “Automatic control theory”.
{"title":"Mathematical Model and Control System for a Linear DC Motor","authors":"Ivan Yu. Spitsyn, Aleksandr M Sinitca, Vjacheslav V. Gulvanskii, Dmitrij A. Perevertailo, Aleksej V. Volkov","doi":"10.1109/CTS53513.2021.9562846","DOIUrl":"https://doi.org/10.1109/CTS53513.2021.9562846","url":null,"abstract":"The report examines the applied aspects of the application of interdisciplinary knowledge in the context of the development and analysis of a model of a control object for a linear DC motor, as well as the synthesis of a control system using the state space method, the frequency method and the automated method of tuning the PID controller. The results obtained are intended for use in the course of laboratory work on the discipline “Automatic control theory”.","PeriodicalId":371882,"journal":{"name":"2021 IV International Conference on Control in Technical Systems (CTS)","volume":"63 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124196898","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 : 2021-09-21DOI: 10.1109/CTS53513.2021.9562893
T. Chistyakova, O.E. Shashikhina, I. Kornienko, A. Plekhanov
A software package has been developed that allows solving the problem of optimal planning of the distribution of a package of orders over time for execution on extrusion lines of various configurations in conditions of limited resources and taking into account deliveries. The complex allows you to automate the planning task for geographically distributed industrial enterprises and corporations that manufacture products on production lines that are reconfigured to a different assortment and face the problem of efficient use of their production resources. The production director interface allows the user to select the planning period, the target function (time or cost of production), orders and production lines. The database administrator interface supports the information support of the software package and allows you to import data for planning. The knowledge engineer interface allows you to configure the system for various hardware configurations and the rules for its reconfiguration. The basis of the software package is a customizable library of optimization methods, which allows you to choose an optimization method depending on the dimension of the task and the characteristics of the planning object. After building the production plan, the software package presents the planning result to the user, presented in the form of a Gantt chart and a tree of solutions to the optimization problem. Testing of the developed system was carried out on the production data provided by companies producing polymer films in Russia and Germany, and confirmed its operability and efficiency of application due to a reduction in the expected time and cost of production, as well as by reducing the time for making managerial decisions in the production planning process.
{"title":"Optimal Planning Software Package for Use in the Control System of Flexible Extrusion Production of Polymer Materials","authors":"T. Chistyakova, O.E. Shashikhina, I. Kornienko, A. Plekhanov","doi":"10.1109/CTS53513.2021.9562893","DOIUrl":"https://doi.org/10.1109/CTS53513.2021.9562893","url":null,"abstract":"A software package has been developed that allows solving the problem of optimal planning of the distribution of a package of orders over time for execution on extrusion lines of various configurations in conditions of limited resources and taking into account deliveries. The complex allows you to automate the planning task for geographically distributed industrial enterprises and corporations that manufacture products on production lines that are reconfigured to a different assortment and face the problem of efficient use of their production resources. The production director interface allows the user to select the planning period, the target function (time or cost of production), orders and production lines. The database administrator interface supports the information support of the software package and allows you to import data for planning. The knowledge engineer interface allows you to configure the system for various hardware configurations and the rules for its reconfiguration. The basis of the software package is a customizable library of optimization methods, which allows you to choose an optimization method depending on the dimension of the task and the characteristics of the planning object. After building the production plan, the software package presents the planning result to the user, presented in the form of a Gantt chart and a tree of solutions to the optimization problem. Testing of the developed system was carried out on the production data provided by companies producing polymer films in Russia and Germany, and confirmed its operability and efficiency of application due to a reduction in the expected time and cost of production, as well as by reducing the time for making managerial decisions in the production planning process.","PeriodicalId":371882,"journal":{"name":"2021 IV International Conference on Control in Technical Systems (CTS)","volume":"271 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121489782","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 : 2021-09-21DOI: 10.1109/CTS53513.2021.9562954
E. E. Kotova, I. A. Pisarev
The Moodle environment provides student performance data based on midterm and control tests. The extension of the interface by means of intelligent agents and software implementation in the VBA Excel environment allows the use of algorithms for statistical data analysis and the formation of grade sheets for the purpose of a more detailed visual presentation of the learning outcomes. Algorithms for the functioning of intelligent agents have been developed to generate reports for a single control test and a set of tests for the course being studied.
{"title":"Expansion of the Students Educational Indicators Activity Interface in the Moodle Environment by Means of Intelligent Agents","authors":"E. E. Kotova, I. A. Pisarev","doi":"10.1109/CTS53513.2021.9562954","DOIUrl":"https://doi.org/10.1109/CTS53513.2021.9562954","url":null,"abstract":"The Moodle environment provides student performance data based on midterm and control tests. The extension of the interface by means of intelligent agents and software implementation in the VBA Excel environment allows the use of algorithms for statistical data analysis and the formation of grade sheets for the purpose of a more detailed visual presentation of the learning outcomes. Algorithms for the functioning of intelligent agents have been developed to generate reports for a single control test and a set of tests for the course being studied.","PeriodicalId":371882,"journal":{"name":"2021 IV International Conference on Control in Technical Systems (CTS)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131805296","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 : 2021-09-21DOI: 10.1109/CTS53513.2021.9562746
A. Khlobystova, A. Tulupyev
Now Russian and foreign researchers are actively working on the problem of enhanced information security, specifically protect the organization from social engineering attacks. Which in turn can be direct and multistep. Multistep social engineering attacks are characterized by a chain of users become involved in the attack for obtain the greatest benefit by malefactors. The article focuses on improving approaches to modeling multistep social engineering attacks on the user. This study finds its application in the further design of complex information security management systems of an organization, namely, in the development of an automated complex for identifying the most critical nodes of an information system under social engineering attacks.
{"title":"Approaches to Modeling Development Scenarios of Multistep Social Engineering Attacks","authors":"A. Khlobystova, A. Tulupyev","doi":"10.1109/CTS53513.2021.9562746","DOIUrl":"https://doi.org/10.1109/CTS53513.2021.9562746","url":null,"abstract":"Now Russian and foreign researchers are actively working on the problem of enhanced information security, specifically protect the organization from social engineering attacks. Which in turn can be direct and multistep. Multistep social engineering attacks are characterized by a chain of users become involved in the attack for obtain the greatest benefit by malefactors. The article focuses on improving approaches to modeling multistep social engineering attacks on the user. This study finds its application in the further design of complex information security management systems of an organization, namely, in the development of an automated complex for identifying the most critical nodes of an information system under social engineering attacks.","PeriodicalId":371882,"journal":{"name":"2021 IV International Conference on Control in Technical Systems (CTS)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133769891","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 : 2021-09-21DOI: 10.1109/CTS53513.2021.9562875
V. Simankov, P. Buchatskiy, Andrey V. Shopin, Semen Teploukhov, Victoria V. Buchatskaya
This article discusses the management of autonomous energy complex with renewable energy within the smart grid solutions in terms of different types of input data uncertainty. On the basis of the theory of fuzzy logic and a fuzzy situational network, an approach has been developed that allows one to calculate the type of uncertainty of the input information, and then select the most appropriate mathematical model and control strategy for AEC with RES.
{"title":"Control of an Autonomous Energy Complex with Renewable Energy Sources, taking into account the Type of Input Information Uncertainty","authors":"V. Simankov, P. Buchatskiy, Andrey V. Shopin, Semen Teploukhov, Victoria V. Buchatskaya","doi":"10.1109/CTS53513.2021.9562875","DOIUrl":"https://doi.org/10.1109/CTS53513.2021.9562875","url":null,"abstract":"This article discusses the management of autonomous energy complex with renewable energy within the smart grid solutions in terms of different types of input data uncertainty. On the basis of the theory of fuzzy logic and a fuzzy situational network, an approach has been developed that allows one to calculate the type of uncertainty of the input information, and then select the most appropriate mathematical model and control strategy for AEC with RES.","PeriodicalId":371882,"journal":{"name":"2021 IV International Conference on Control in Technical Systems (CTS)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127613903","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 : 2021-09-21DOI: 10.1109/CTS53513.2021.9562833
S. Artemova, A. I. Ladynin, N. M. Shmeleva, E. Mityakov, M. A. Kamenskaia
The article considers creation of a system for energy-saving dynamic modes control, invariant to various heat-technological devices. Heat-technological devices and their application classes are given. The features of managing such classes of objects are highlighted. The problem of energy-saving control with fixed intervals for time and control action is formulated. Two classes heat-technological devices energy-saving control problem solving examples are given: a roller-belt drying unit and an annealing furnace for magnetic circuits. For a roller-belt drying plant, the functional fuel consumption is minimized, and for the annealing magnetic circuits furnace, the functional is energy consumption. Minimizing energy costs problem takes into account heat-technological device functioning various states. The proposed energy-saving control system industry introduction allows to save from 5% up to 15% of energy in heat-technological devices dynamic modes operation.
{"title":"Heat-technological Devices Energy-saving Management","authors":"S. Artemova, A. I. Ladynin, N. M. Shmeleva, E. Mityakov, M. A. Kamenskaia","doi":"10.1109/CTS53513.2021.9562833","DOIUrl":"https://doi.org/10.1109/CTS53513.2021.9562833","url":null,"abstract":"The article considers creation of a system for energy-saving dynamic modes control, invariant to various heat-technological devices. Heat-technological devices and their application classes are given. The features of managing such classes of objects are highlighted. The problem of energy-saving control with fixed intervals for time and control action is formulated. Two classes heat-technological devices energy-saving control problem solving examples are given: a roller-belt drying unit and an annealing furnace for magnetic circuits. For a roller-belt drying plant, the functional fuel consumption is minimized, and for the annealing magnetic circuits furnace, the functional is energy consumption. Minimizing energy costs problem takes into account heat-technological device functioning various states. The proposed energy-saving control system industry introduction allows to save from 5% up to 15% of energy in heat-technological devices dynamic modes operation.","PeriodicalId":371882,"journal":{"name":"2021 IV International Conference on Control in Technical Systems (CTS)","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132936624","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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