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- Article name
- THE MULTIPARAMETER CONTROL ALGORITHMS OF METALLURGICAL PROCESSES USING CALCULATORS OF CONFINED CONFIGURATION
- Authors
- Lvov A. S., , asloov@severstal; grosskaiser@gmail.com, Cherepovets State University, Cherepovets, Russia
Polyanskiy A. V., , rucat@vologda.ru; polyanskav@chsu.ru, Cherepovets State University, Cherepovets, Russia
- Keywords
- multiparameter process / calculator of confined configuration / multidimensional sensor / linked control / time complexity of algorithm / complete k-positional tree / search of process parameters / artificial neural network / multilayered perceptron / multidimensional tabular interpolation
- Year
- 2010 Issue 2 Pages 80 - 83
- Code EDN
- Code DOI
- Abstract
- In the article the ability to apply high-reliable PIC18xx microcontrollers having configuration confined in comparison with the industrial control computers for linked multiparameter monitoring of the metallurgical processes tasks is described. Possible control algorithms adapted to execute on such calculators are compared and memory size and time complexity for each algorithm are established. The approach for multiparameter control using artificial neural networks is also noticed. The scientific novelty of this approach lies on the ANN learning during the automatic conducting of experiment mode using multiply interpolated data and it's functioning on the microcontroller during the operating mode. The optimality of specified approach is proved.
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