Персона:
Зыков, Сергей Викторович

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Организационные подразделения
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Институт интеллектуальных кибернетических систем
Цель ИИКС и стратегия развития - это подготовка кадров, способных противостоять современным угрозам и вызовам, обладающих знаниями и компетенциями в области кибернетики, информационной и финансовой безопасности для решения задач разработки базового программного обеспечения, повышения защищенности критически важных информационных систем и противодействия отмыванию денег, полученных преступным путем, и финансированию терроризма.
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Зыков
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Сергей Викторович
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2019 - 20202
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Автор: Deryabin, S. A. ×

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    Tradeoff-based architecting of the software system for autonomous robotized open pit mining
    (2019) Deryabin, S. A.; Zykov, S. V.; Temkin, I. O.; Зыков, Сергей Викторович
    © 2019 The Author(s). Published by Elsevier B.V.This paper presents the architectural solution for a mission-critical, software intensive, large-scale software product intended for autonomous robotized open pit mining. The idea is to establish a stable architecture as early as possible. Therewith, the core concern is providing resilient communication between the client and the developer parties. The key issue is aligning functional requirements with the constraints of both technical and business nature. Although software engineering provides a number of frameworks, a few are really suitable for such an alignment and resilience. For this reason, we suggest a carefully selected blend of tradeoff-centered analysis and optimization methods, including ATAM and ACDM from CMU/SEI and our own enterprise architecture matrix-based approach. Based on the approach suggested, we identify and prioritize the mission-critical quality attributes required for the software product to be built, and describe the architecture in terms of components and connectors as prescribed by the SWEBOK software engineering standard. In addition, based on the product scale and scope, we recommend the high-level architecture patterns for the future system, such as layers, pipelines, and microservices.
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    About some issues of developing Digital Twins for the intelligent process control in quarries
    (2020) Deryabin, S. A.; Temkin, I. O.; Zykov, S. V.; Зыков, Сергей Викторович
    © 2020 The Authors. Published by Elsevier B.V.The present work is devoted to the problems of Digital Twin development of industrial enterprises in the field of mining. The main goal of this article is to formulate the principles of designing platform solutions for the integration of the most important functional elements that ensure the implementation of technological processes of a full production cycle. Various classification schemes for heterogeneous, poorly structured information spaces that form the distributed digital environment of a mining enterprise are proposed. Based on the results of structural and functional modeling, a number of principles and requirements are formulated for the implementation of the Digital Twin technology of the transport and technological process in quarry. A conceptual diagram of the functional structure of the Digital Twin platform is proposed, taking into account the need to include Industry 4.0 technologies such as Industrial Internet of Things, Big Data (including Predictive Analytics and Machine Learning), Autonomous Haulage Systems and Dynamics 3D Optimization Modeling. Some aspects of the implementation and functioning of the prototype version of the Digital Twin platform are considered in terms of the use of instrumental solutions based on the Unity visual modeling environment.