DECENTRALIZED INFORMATION SYSTEMS IN INTELLIGENT MANUFACTURING MANAGEMENT TASKS
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Abstract
The object of research: the process of distributed management of production processes in intelligent manufacturing. The subject of the study: a model of a decentralized system of technological process management in the production area of a modern plant, taking into account the concept of Industry 4.0. The purpose of the research: improvement of the management methods of intelligent production processes to ensure the execution of the technological process resistant to external influences and to ensure the specified indicators of product quality. The following research methods are used: methods of analysis and synthesis of decentralized production systems, modeling methods and theories of automatic control, mathematical apparatus of matrix theory, methods of describing linear dynamic systems. Obtained results and conclusions. In this work, the simulation of the decentralized information system for controlling the production site of intelligent manufacturing using manipulator robots with an angular coordinate system based on servo drives, which act as stepper motors, is carried out. To ensure the stability of the distributed system, parallel decentralization of the control process is proposed and the architecture of the organization of interaction between the components of the cyber-physical system based on it is given. A feature of the proposed model is the consideration of sensors as part of the feedback of the decentralized control system. The result of the simulation is the stability of the decentralized cyber-physical system to external influences for the selected transient characteristics.
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References
Kostal, P. and Holubek, R. (2012), “The Intelligent Manufacturing Systems. Advanced science letter”, Advanced Science Letters, American Scientific Publishers, vol. 19 (3), pp. 972–975, doi: https://doi.org/101166/asl.2013.4816
Day, C.-P. (2018), “Robotics in Industry – Their Role in Intelligent Manufacturing. Engineering”, Engineering, no. 4 (4), pp. 440–445, doi: https://doi.org/10.1016/j.eng.2018.07.012
Romanenkov, Y., Mukhin, V., Kosenko, V., Revenko, D., Lobach, O., Kosenko, N. and Yakovleva, A. (2024), “Criterion for Ranking Interval Alternatives in a Decision-Making Task”, International Journal of Modern Education and Computer Science (IJMECS), vol. 16(2), pp. 72–82, doi: https://doi.org/10.5815/ijmecs.2024.02.06
Kuchuk, H. and Malokhvii, E. (2024), “Integration of IOT with Cloud, Fog, and Edge Computing: A Review”, Advanced Information Systems, vol. 8(2), pp. 65–78, doi: https://doi.org/10.20998/2522-9052.2024.2.08
Griffor, E., Greer, C., Wollman, D. and Burns, M. (2017), Framework for Cyber-Physical Systems, National Institute of Standards and Technology Special Publication 1500-201, Gaithersburg, 79 p., doi: https://doi.org/10.6028/NIST.SP.1500-201
Ding-yi, Z., Peng, W., Yan-li, Q. and Lin-shen, F. (2019), “Research on Intelligent Manufacturing System of Sustainable Development”, 2nd World Conference on Mechanical Engineering and Intelligent Manufacturing (WCMEIM), Shanghai, China, pp. 657–660, doi: https://doi.org/10.1109/WCMEIM48965.2019.00139
Shen, Z., Dong, X., Fang, Q., Xiong, G., Ge, C.-C. and Wang, F.-Y. (2022), “Parallel Additive Manufacturing Systems”, IEEE Journal of Radio Frequency Identification, no. 6, pp. 758–763, doi: https://doi.org/10.1109/JRFID.2022.3215600
Dotsenko, N., Chumachenko, I., Galkin, A., Kuchuk, H. and Chumachenko, D. (2023), “Modeling the Transformation of Configuration Management Processes in a Multi-Project Environment”, Sustainability (Switzerland), vol. 15 (19), 14308, doi: https://doi.org/10.3390/su151914308
Liu, Y., Zhao, Y., Tao, L., Zhao, K. and Li, K. (2018), “The Application of Digital Flexible Intelligent Manufacturing System in Machine Manufacturing Industry”, IEEE 8th Annual International Conference on CYBER Technology in Automation, Control, and Intelligent Systems (CYBER), Tianjin, China, pp. 664–668, doi: https://doi.org/10.1109/CYBER.2018.8688303
Segovia, M., Rubio-Hernan, J., Cavalli, A. R. and Garcia-Alfaro, J. (2020), “Cyber-Resilience Evaluation of Cyber-Physical Systems”, IEEE 19th International Symposium on Network Computing and Applications (NCA), Cambridge, MA, USA,
pp. 1–8, doi: https://doi.org/10.1109/NCA51143.2020.9306741
Kuchuk G., Kovalenko A., Komari I.E., Svyrydov A. and Kharchenko V. (2019), “Improving Big Data Centers Energy Efficiency: Traffic Based Model and Method”, Kharchenko V., Kondratenko Y., Kacprzyk J. (eds) Green IT Engineering: Social, Business and Industrial Applications, Studies in Systems, Decision and Control, vol 171, Springer, Cham, doi: https://doi.org/10.1007/978-3-030-00253-4_8
Meziane, F., Vadera, S., Kobbacy, K. and Proudlove, N. (2000), “Intelligent systems in manufacturing: cunent developments and future prospects”, Integrated Manufacturing Systems, no. 11 (4), pp. 218-238, doi: https://doi.org/10.1108/09576060010326221
Nevliudov, I., Novoselov, S., Sychova, O., Mospan, D. and Klymenko, O. (2023), “Modeling of a Decentralized System for Maintenance of Production Equipment Based on Transport Robots”, IEEE 5th International Conference on Modern Electrical and Energy System (MEES), Kremenchuk, Ukraine, pp. 1–6, doi: https://doi.org/10.1109/MEES61502.2023.10402485
Mukhamediev, R.I., Mustakayev, R., Yakunin, K.O., Kuchin, Y.I., Kiseleva, S.V. and Gopejenko, V.I. (2020), “Decision Support System for Optimization of Res Generators Placement Based on Geospatial Data”, News of The National Academy of Sciences of The Republic of Kazakhstan Series of Geology and Technical Sciences, ISSN 2224-5278, vol. 1, number 439 (2020), pp. 81 – 89, doi: https://doi.org/10.32014/2020.2518-170X.10
Mukhamediev, R. I., Mustakayev, R., Yakunin, K., Kiseleva, S. and Gopejenko, V. (2019), “Multi-Criteria Spatial Decision Making Supportsystem for Renewable Energy Development in Kazakhstan”, IEEE Access, vol. 7, pp. 122275–122288, doi: https://doi.org/10.1109/ACCESS.2019.2937627
Zhang, J., Luo, B., Meng, H. and Li, Q. (2023), “Research on Intelligent Warehousing Based on AGV Handling Robot”, 5th International Conference on Frontiers Technology of Information and Computer (ICFTIC), Qiangdao, China, pp. 1224–1227, doi: https://doi.org/10.1109/ICFTIC59930.2023.10455823
Soundattikar, S.A., Naik, V.R. and Adake, C.V. (2022), “Component Handing Automated Guided Vehicle – A Cyber Physical System Case Study”, Second International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT), Bhilai, India, pp. 1–6, doi: https://doi.org/10.1109/ICAECT54875.2022.9808022
Kosenko, V. and Bugas, D. (2015), “Mathematical models for the parameters of data flows in information and telecommunication networks”, Eastern-European Journal of Enterprise Technologies, vol. 5 no. 4, pp. 37–44, doi: https://doi.org/10.15587/1729-4061.2015.51395
Mukhin, V., Kuchuk, N., Kosenko, N., Artiukh, R., Yelizyeva, A., Maleyeva, O., Kuchuk, H. and Kosenko, V. (2020), ”Decomposition Method for Synthesizing the Computer System Architecture, Advances in Intelligent Systems and Computing”, AISC, vol. 938, pp. 289–300, doi: https://doi.org/10.1007/978-3-030-16621-2_27
Tangtrustham, P., Okabe M. and Takayanagi, Y. (2020), “Industrial Control Product(s) with Virtualizing Technology Appropriate for CPS Platform”, 59-th Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE), Chiang Mai, Thailand, pp. 13–18, doi: https://doi.org/10.23919/SICE48898.2020.9240412
Wadsworth, A., Thanoon, M.I., McCurry C. and Sabatto, S.Z. (2019), “Development of IIoT Monitoring and Control Security Scheme for Cyber Physical Systems”, SoutheastCon, Huntsville, AL, USA, pp. 1–5, doi: https://doi.org/10.1109/SoutheastCon42311.2019.9020516
Kerliu, K., Ross, A., Tao, G., Yun, Z., Shi, Z., Han, S. and Zhou, Sh. (2019), “Secure Over-The-Air Firmware Updates for Sensor Networks”, IEEE 16th International Conference on Mobile Ad Hoc and Sensor Systems Workshops (MASSW), Monterey, CA, USA, pp. 97–100, doi: https://doi.org/10.1109/MASSW.2019.00026
Kovalenko, A., Kuchuk, H., Kuchuk, N. and Kostolny, J. (2021), “Horizontal scaling method for a hyperconverged network”, 2021 International Conference on Information and Digital Technologies (IDT), Zilina, Slovakia, doi: https://doi.org/10.1109/IDT52577.2021.9497534
Nevliudov, I., Novoselov, S. and Sychova, O. (2022), “Modeling and practical implementation of the optimal wireless security gateway for the industrial automation network”, Serbian Journal of Electrical Engineering, vol.19 (3), pp. 303–327, doi: https://doi.org/10.2298/sjee2203303n
Novoselov, S. (2018), “Wireless Sensor Network for Communication Between Base Stations in the Local Positioning System”, International Scientific-Practical Conference Problems of Infocommunications. Science and Technology (PIC S&T), Kharkiv, Ukraine, pp. 383–386, doi: https://doi.org/10.1109/INFOCOMMST.2018.8632140
Kuchuk, N., Mozhaiev, O., Semenov, S., Haichenko, A., Kuchuk, H., Tiulieniev, S., Mozhaiev, M., Davydov, V., Brusakova, O. and Gnusov, Y. (2023), “Devising a method for balancing the load on a territorially distributed foggy environment”, Eastern-European Journal of Enterprise Technologies, vol. 1(4 (121), pp. 48–55, doi: https://doi.org/10.15587/1729-4061.2023.274177
Novoselov, S. and Nevliudov, І. (2022), “Technology of distributed management of production processes with the use of a service-oriented approach”, Innovative integrated computer systems in strategic project management, Collective monograph, Riga, pp.124–138, doi: https://doi.org/10.30837/MMP.2022.124
Kuchuk, H., Mozhaiev, O., Kuchuk, N., Tiulieniev, S., Mozhaiev, M., Gnusov, Y., Tsuranov, M., Bykova, T., Klivets, S. and Kuleshov, A. (2024), “Devising a method for the virtual clustering of the Internet of Things edge environment”, Eastern-European Journal of Enterprise Technologies, vol. 1, no. 9 (127), pp. 60–71, doi: https://doi.org/10.15587/1729-4061.2024.298431
Martinez-Garcia, E. A. (2023), “Cyber-Physical Robotics. Cyber-Physical Systems for Industrial Transformation”, CRC Press, pp. 57–74, doi: https://doi.org/10.1201/9781003262527-4
Petrovska, I. and Kuchuk, H. (2023), “Adaptive resource allocation method for data processing and security in cloud environment”, Advanced Information Systems, vol. 7, no. 3, pp. 67–73, doi: https://doi.org/10.20998/2522-9052.2023.3.10
Wang, Q.-G. (2002), Decoupling Control, Springer Berlin Heidelberg, Heidelberg, Berlin, 366 p., doi: https://doi.org/10.1007/3-540-46151-5
Gonzalez, J.R., Correa, G. and Montoya, O.D. (2021), “Design of a control with multiple inputs multiple outputs by decoupling”, Journal of Physics, Conf. Ser. 1981 012002, doi: https://doi.org/10.1088/1742-6596/1981/1/012002
Nevlyudov, I., Novoselov, S. and Sychova, O. (2022), “Development and study of the operation of the module for determining the orientation of the manipulator joint”, Innovative Technologies and Scientific Solutions for Industries, vol. 2 (20),
pp. 86–96, doi: https://doi.org/10.30837/itssi.2022.20.086
Nevliudov, I., Novoselov, S., Sychova, O. and Mospan, D. (2022), “Multithreaded Software Control of Industrial Manipulator Movement”, IEEE 4th International Conference on Modern Electrical and Energy System (MEES), Kremenchuk, Ukraine, pp. 1–6, doi: https://doi.org/10.1109/MEES58014.2022.10005675
Tsymbal, O., Bronnikov, A. and Gudkov, Y. (2021), “Genetic Algorithm Solution for Transfer Robot Operation”, International Journal of Computing, vol. 20 (2), pp. 246–253, doi: https://doi.org/10.47839/ijc.20.2.2172
Tsymbal, O., Bronnikov, A. and Yerokhin, A. (2019), “Adaptive Decision-making for Robotic tasks”, IEEE 8th International Conference on Advanced Optoelectronics and Lasers (CAOL), Sozopol, Bulgaria, pp. 594–597, doi: https://doi.org/10.1109/CAOL46282.2019.9019488
Nevlyudov, I., Novoselov, S. and Sukhachov, K. (2023), “Method of Simultaneous Localization and Mapping for Construction of 2.5D Maps of the Environment Using ROS”, Innovative technologies and scientific solutions for industries, vol. 2 (24), pp. 145–160, doi: https://doi.org/10.30837/ITSSI.2023.24.145
Nevliudov, I., Yevsieiev, V., Demska, N. and Novoselov, S. (2020), “Development of a software module for operational dispatch control of production based on cyber-physical control systems”, Innovative technologies and scientific solutions for industries, vol. 24 (14), pp. 155–168, doi: https://doi.org/10.30837/ITSSI.2020.14.155