GENERATIVE ARTIFICIAL INTELLIGENCE IN MANUFACTURING PLANNING
- Authors: Aleksandrov V.R.1, Shchetkin A.A.1, Bevz A.S.1
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Affiliations:
- Research and Production Enterprise "Istok named after A.I. Shokin"
- Issue: No 1 (2025)
- Pages: 34-45
- Section: DESIGN AND TECHNOLOGY OF INSTRUMENTATION AND ELECTRONIC EQUIPMENT
- URL: https://journal-vniispk.ru/2307-5538/article/view/289571
- DOI: https://doi.org/10.21685/2307-5538-2025-1-5
- ID: 289571
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Full Text
Abstract
Background. In modern manufacturing, optimization of production processes is becoming increasingly important. One of the effective tools to achieve this goal is the use of MES/APS systems (Manufacturing Execution System/ Advanced Planning and Scheduling) in combination with IIoT (Industrial Internet of Things) and artificial intelligence (AI), which qualitatively affects the development and implementation of new methods and means of mechanization, automation, robotics and digitalization of instrument-making production, ensuring increased productivity, reduced labor intensity, increased cost-effectiveness of production, taking into account the solution of issues of ensuring reliability, environmental safety and the possibility of implementation in digital information technologies. In this article, we will consider the prospects and challenges associated with the use of these technologies, and discuss the possibility of using MES/APS as a digital assistant for the dispatcher. Materials and methods. The research is based on the interaction of a set of MES/APS software and hardware, AI and the domestic Industrial Internet of Things Platform IIoT.Istok. Results. The article provides an overview of the digital assistant and a brief analysis. Conclusions. The presented research on the use of MES/APS with AI as a digital assistant can improve production efficiency by automating the production manager's workplace.
About the authors
Vitaly R. Aleksandrov
Research and Production Enterprise "Istok named after A.I. Shokin"
Author for correspondence.
Email: vraleksandrov@istokmw.ru
Director of digital transformation
(2а Vokzalnaya street, Fryazino, Moscow region, Russia)Aleksey A. Shchetkin
Research and Production Enterprise "Istok named after A.I. Shokin"
Email: aaschetkin@istokmw.ru
Head of the department
(2а Vokzalnaya street, Fryazino, Moscow region, Russia)Aleksandr S. Bevz
Research and Production Enterprise "Istok named after A.I. Shokin"
Email: asbevz@istokmw.ru
Programmer
(2а Vokzalnaya street, Fryazino, Moscow region, Russia)References
- Aleksandrov V.R., Shchetkin A.A., Borisov A.A. et al. Artificial intelligence in production planning tasks. Infokommunikatsionnye i radioelektronnye tekhnologii = Infocommunication and radioelectronic technologies. 2022;5(2):196–208. (In Russ.)
- Gavrilov D.A. Upravlenie proizvodstvom na baze standarta MRP II = Production management based on the MRP II standard. Saint Petersburg: Piter, 2008:416. (In Russ.)
- Gayfullin B.N., Obukhov I.A. Avtomatizatsiya sistem upravleniya predpriyatiyami standarta ERP/MRP II = Automation of enterprise management systems of the ERP/MRP II standard. Moscow: Bogorodskiy pechatnik, 2000:104. (In Russ.)
- Piterkin S.V., Oladov N.A., Isaev D.V. Tochno vovremya dlya Rossii. Praktika primeneniya ERP-sistem = Just in time for Russia. The practice of using ERP systems. Moscow: Al'pina Pablisherz, 2010:368. (In Russ.)
- Shvab K. Chetvertaya promyshlennaya revolyutsiya: per. s angl. = The Fourth Industrial Revolution : translated from English. Moscow: Eksmo, 2023:208. (In Russ.)
- Osobennosti planirovaniya proizvodstvennykh resursov, strategiya MRP II = Features of production resource planning, MRP strategy II. (In Russ.). Available at: https://iaassaaspaas.ru/rating/ibp/ibp-in-hse/strategiyamrpii/
- Platforma promyshlennogo interneta veshchey = The industrial Internet of Things platform. (In Russ.). Available at: https://istokmw.ru/iiot/
- Rossiyskiy rynok IoT i analiz tekhnologicheskikh IoT-platform dlya perspektivnykh rynkov: press reliz = The Russian IoT market and the analysis of technological IoT platforms for promising markets : press release. (In Russ.). Available at: https://avtprom.ru/news/2016/02/15/rossiiskii-rynok-iot-i-a
- Industrial Internet of Things – IIoT. Promyshlennyy internet veshchey = Industrial Internet of Things. (In Russ.). Available at: https://www.tadviser.ru/index.php/Stat'ya:Industrial_Internet_of_Things_-_ IIoT_(promyshlennyy_internet_veshchey)_v_Rossii
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