Abstract <p>The use of machine learning technologies to improve industrial processes is one of the relevant areas for the development of enterprise process support systems. The paper considers the features of the use of machine learning in manufacturing, the purpose and structure of enterprise process support systems, and the integration of machine learning components into enterprise process support systems. A multi-level structure of methods and models for designing an enterprise process support system with machine learning components is proposed.</p>

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Application of Artificial Intelligence and Machine Learning Methods in Mechanical Engineering Enterprise Support Systems

  • S. M. Bobrovsky,
  • E. Yu. Malysheva

摘要

Abstract

The use of machine learning technologies to improve industrial processes is one of the relevant areas for the development of enterprise process support systems. The paper considers the features of the use of machine learning in manufacturing, the purpose and structure of enterprise process support systems, and the integration of machine learning components into enterprise process support systems. A multi-level structure of methods and models for designing an enterprise process support system with machine learning components is proposed.