| Autor: |
Dudukalov, E. V., Munister, V. D., Zolkin, A. L., Tormozov, V. S., Bobkov, V. V. |
| Předmět: |
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| Zdroj: |
AIP Conference Proceedings; 2024, Vol. 3021 Issue 1, p1-7, 7p |
| Abstrakt: |
The problems of development of tools for dynamic monitoring of the efficiency of the operation of automated process control lines in the engineering industry in the conditions of Industry 4.0, in particular, aspects of implementing adaptive control in a multi-loop system that combines both preparation and assembly of units are considered in the article. Cybernetic problems of interaction are given. The path of the life (working) cycle of the control system is described. The complexity of the application of existing control methods is indicated in dynamic systems where the definition of the evolution of the technological process is associated with the challenges of the real world and the situation, taking into account the different nature of the variables. The principle of organization of a complex method for calculation of the optimal mode of a complex technical system of work as a whole is formalized. This principle is reduced to integrating a tool of program-analytical content that expresses the solution of problems of comparison at the level of metrics of the values of the intensity of work of chain links and their evaluation in each cycle of work (with subsequent integration by functional and temporal feature). A diagram for data organizing according to the dataset model used in machine learning is given. The importance is indicated by determination of the degree of correlation of the effective signs of work in real time. Formal methods of organization of a cybernetic experiment and econometric analysis of numerical values are used to identify the degree of influence of the functional parameters of the operation of the control loop links. [ABSTRACT FROM AUTHOR] |
| Databáze: |
Complementary Index |
| Externí odkaz: |
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