Fryazino, Moscow, Russian Federation
Fryazino, Moscow, Russian Federation
Moscow, Moscow, Russian Federation
Fryazino, Moscow, Russian Federation
Moscow, Russian Federation
Fryazino, Moscow, Russian Federation
Moscow, Moscow, Russian Federation
UDK 65.011.56 Автоматизация в целом
Results of applying the methods of Artificial Intelligence to the tasks of planning the production of electronic components and devices under conditions of incomplete normative base are presented. The possibility of optimization plans and gradually replenish production standards is demonstrated. It has been shown that the interaction of the intelligent planning system with the automated system for monitoring the operation of equipment makes it possible to identify problem areas in manufacturing management.
manufacturing, Artificial Intelligence, planning, planning objects, graphs, Industrial Internet of Things, neural network, optimization
1. B. N. Gaifullin and I. A. Obukhov, Automation of enterprise management systems of the ERP/MRP II standard. Moscow: Bogorodsky pechatnik; Interface-Press, 2000. (In Russ.).
2. D. A. Gavrilov, Production management based on the MRP II standard. St. Petersburg: Piter, 2008. (In Russ.).
3. S. V. Peterkin, N. A. Oladov, and D. V. Isaev, Just in time for Russia. The practice of using ERP-systems. Moscow: Alpina Publishers, 2010. (In Russ.).
4. Y. Lei, N. Li, L. Guo, N. Li, T. Yan, and J. Lin, “Machinery health prognostics: A systematic review from data acquisition to RUL prediction,” Mechanical Systems and Signal Processing, vol. 104, pp. 799-834, May 2018, doi:https://doi.org/10.1016/j.ymssp.2017.11.016.
5. O. V. Chikalo, V. R. Aleksandrov, and I. A. Obukhov, “Early detection system for problematic telecommunication equipment,” 30th Intern. Crimean Conf. “Microwave and telecommunication technology” - CriMiCo’2020 (Sevastopol, September 6-12, 2020), pp. 128-129, 2020. (In Russ.).
6. V. R. Alexandrov, S. E. Baranov, and I. A. Obukhov, “Industrial Internet of Things for Electronic Industry Enterprises,” Infocommunications and Radio Technologies, vol. 5, no. 2, pp. 209-217, 2022. (In Russ.).
