Conceptual Approach to Building a Digital Twin of the Production System

Suyatinov, S. I.

doi:10.1007/978-3-030-32579-4_22

Cited by 16 publications

(4 citation statements)

References 18 publications

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“…The complex under consideration allows us to solve various typical educational research problems that arise when monitoring real complex systems. The range of these tasks is wide enough, starting with filtering and digital processing algorithms for real noisy signals and ending with creation of hierarchical digital twins [20][21][22]. Moreover, one of the most important monitoring tasks is to assess the state of a complex system.…”

Section: Examples Of Complex Use In the Study Of Complicated Systemsmentioning

confidence: 99%

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Educational Laboratory Complex for the Study of Complicated Systems

Suyatinov

2020

ITM Web Conf.

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Laboratory practice is an important part of the educational process in a technical university. It helps to develop the skills of independent work of a future engineer and to consolidate theoretical knowledge. Due to a change-over to the digital economy, the introduction of complex production systems and their digital twins, the organization of laboratory work corresponding to the current state of the art gets more complicated. The article presents a biotechnological educational research complex for laboratory practice of the future specialists in the field of managing complex organizational and technical systems. Main feature of the complex is that the student performs two functions at the same time. He is both a researcher and an object of study, representing a complex system. The initial information in the process of laboratory work is the biosignals registered by mini sensors. The main purpose is to identify and evaluate the functional state of a person as a complex system. Various methods and algorithms for processing time series are used. Being an effective form of active learning, this approach motivates the student not only to acquire knowledge, but also to actively search for it. We give an example of using the complex to create a digital twin.

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Section: Examples Of Complex Use In the Study Of Complicated Systemsmentioning

confidence: 99%

“…The choice of this particular differential equation is based on the results of previous studies [20,22,26]. In a similar way, a model of the pumping function of the heart muscle can be compiled using, for example, the Hill model.…”

Section: Digital Twin Is a Computer Image Of A Complex Systemmentioning

confidence: 99%

Educational Laboratory Complex for the Study of Complicated Systems

Suyatinov

2020

ITM Web Conf.

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“…Целью работы является анализ образовательных программ, которые содержат модули и дисциплины по формированию у студентов цифровых компетенций, в том числе по применению СЦТ. Умение применять на практике технологии цифровых двойников не только облегчает процесс анализа сложных производственных процессов, но и позволяет строить индивидуальные образовательные технологии [11][12][13].…”

Section: Introductionunclassified

Specific features of educational programs for training digital economy staff

Proletarskiy¹,

Buldakova

Lantsberg

2023

Vestnik of Astrakhan State Technical University. Series: Management, Computer Science and Informatics

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The article considers the problem of training the staff for digital economy. It has been stated that large-scale work with digital data requires highly qualified specialists, especially in the field of computer science. It is shown that university graduates whose future professional activity is related to processing large arrays of poorly structured data should be able to apply end-to-end digital technologies. A list of such technologies with examples of relevant sub-technologies is given. The need for such specialists requires the development of new programs of higher education. The programs should contain educational modules aimed at developing the digital competencies that are in demand in the corresponding priority sector of the economy. The task of developing the programs of higher education containing such educational modules is investigated. The competence models of graduates developed by the universities, which include competencies necessary for the digital economy, are analyzed. The results of the analysis of the basic professional educational programs aimed at forming competencies for the use of end-to-end digital technologies are discussed. Assessment of the readiness of universities to develop such programs is given, as well as typical comments on the competence models of graduates and on updated basic professional educational programs are given.

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“…At the moment, there are a number of specialized software products that allow the analysis of kinematic chains, but at the same time solving only the specific direct kinematics problem, without the possibility of solving the optimization problem and enumerating many solutions [1,3,13,16]. Such packages and software systems include commercial software package ADAMS, which provides the ability to design and optimize kinematic chains.…”

Section: Introductionmentioning

confidence: 99%

Software Optimization Problem Solver for Automated Linkage Design

Kuprianoff

Shutova

Vukolov

2020

New Trends in Mechanism and Machine Science

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The selection and design of the kinematic diagram of the mechanism is the first stage in the creation of a technical device. In the design process, an optimization task inevitably arises, during the solution of which it is necessary to choose the best one from the proposed options according to certain criteria. This article proposes a software solution to automate this process. On the example of the synthesis of a planar mechanism by a given function of the output joint, the advantages of this automated approach are shown. When solving, the two methods are used: enumerating various geometric parameters for a given structural diagram of the mechanism and solving the forward kinematic problem, followed by finding the minimum of the target function, as well as solving the inverse kinematic problem for a given structural diagram of the mechanism.

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Conceptual Approach to Building a Digital Twin of the Production System

Cited by 16 publications

References 18 publications

Educational Laboratory Complex for the Study of Complicated Systems

Educational Laboratory Complex for the Study of Complicated Systems

Specific features of educational programs for training digital economy staff

Software Optimization Problem Solver for Automated Linkage Design

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