Improvement Technology of Industrial Enterprise Management System in the Socio-Economic Space of the Region

Abstract

The presented article examines the issues of improving management system of an industrial enterprise within the framework of the regional socio-economic space through the use of neural network analysis and simulation modeling methods. The main purpose of the research is to create and scientifically substantiate effective enterprise management mechanism based on introduction of advanced information technologies. The objects of the study are large industrial enterprises operating in different regions of the Russian Federation. On the basis of their study, the most rational management methods that take into account the specifics of the socio-economic environment of the enterprise location are presented in the article, as well as the feasibility of using neural networks to solve strategic and tactical tasks is analyzed. The methods used in the research to achieve these goals include studying specialized literature, developing simulation models, and testing neural network algorithms at selected enterprises. The result of the work is the authors' conclusions about the significant potential of neural network analysis in identifying management system deficiencies and developing recommendations to overcome them. In particular, using the example of the industrial enterprise Kanotek LLC, it is demonstrated that introduction of neural network models can significantly increase the accuracy of forecasting and minimize the risk of crisis situations. In addition, recommendations are provided on the ways to optimize management processes through a comprehensive analysis of key performance indicators, logistics operations organization and products transportation. The conclusions emphasize the importance of implementing the identified approaches based on the use of neural network analysis and simulation modeling, as they contribute to improvement of management quality, increase of the enterprises competitiveness and insurance of their sustainability in socio-economic development of the region. The authors also propose to step up the activities to develop scientific projects aimed at integrating the latest technologies into the real practice of corporate governance of the enterprises in various activity fields.