Creation of innovative production systems in the machinery repair direction

Abstract

This article examines the impact of digitization on machine repair production through the use of mathematical models. The main research tasks include analyzing recent studies and publications, identifying practical aspects of implementing innovative digital approaches in the machine repair production of Ukraine, developing mathematical models that describe the influence of «Industry 4.0» integration on machine repair processes and their research, and providing recommendations for machine repair enterprises to use innovative approaches to achieve stability in a changing market environment. The main focus is on analyzing the combination of «Industry 4.0» concepts and flexible production in machine repair processes. The research demonstrates significant potential for improving efficiency and productivity in this field with the implementation of innovative digital technologies. Based on the modeling, the possibility of assessing the impact of innovativeness on results in the context of machine repair has been considered. It is important to consider that this is only the most likely scenario of innovativeness, and actual results may depend on various factors, such as the amount of resources invested in research and implementation of innovations, as well as the level of competence of the personnel and other factors. Taking into account these additional factors allows understanding which combination of factors has the greatest impact on the results. Recommendations for further research include the use of machine learning algorithms and artificial intelligence to increase the accuracy and predictive capabilities of mathematical models. It is also recommended to explore the possibilities of integrating various digital technologies to achieve a synergy effect. For successful implementation of recommendations, it is important to systematically monitor their implementation and make necessary adjustments. Overall, this study opens up prospects for using digital technologies to improve the efficiency of machine repair production. Implementing the recommendations can lead to a significant increase in productivity and quality of processes, thereby enhancing the competitiveness of this market sector.