Abstract
The article provides a critical review of the research topic under consideration in the context of the principles laid down in the concept of the fourth industrial revolution. Attention is paid to “value chains”. Value chain is a new form of justifying the processes of product development, production and structuring of measurement operations. The formalization of a hybrid control measuring system of a new generation, combining the principles of integration of information security, information technologies and the mathematical apparatus of graph theory and set theory is given. The importance of artificial intelligence methods in the control, commissioning and operational monitoring of dynamic measurements in automation systems and mechanical engineering in the framework of Industry 4.0 is substantiated.
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