Correction of Scaling of Input Variables of Fuzzy Controller Used in Control System of Operating Mechanisms in Order to Increase Energy Saving

Energy-saving approaches are widely used at enterprises of various profiles. Control systems of devices used to impart homogeneity to compositions often require improvement, since the systems mainly used at these facilities do not have feedback on the viscosity of the mixed composition and do not respond to this indicator by changing the engine parameters. Homogeneity of engine operation with compositions of different viscosity leads to overload and engine failure due to overheating. The study proposes introducing a fuzzy controller into the control system, which allows getting rid of the existing problem. The paper focuses on the analysis of the scaling factors of the input signals of the fuzzy controller, from the standpoint of obtaining an energy-saving effect

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Published
2024-11-13
DOI
https://doi.org/10.1109/summa64428.2024.10803751
Primary Topic
Advanced Data Processing Techniques
Type
article
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article

Correction of Scaling of Input Variables of Fuzzy Controller Used in Control System of Operating Mechanisms in Order to Increase Energy Saving

Stanimir Valtchev, Mikhail Kazakov, Matvey Solovyev, Valery Mozhaiskij et al.
Advanced Data Processing Techniques
article

Correction of Scaling of Input Variables of Fuzzy Controller Used in Control System of Operating Mechanisms in Order to Increase Energy Saving

Stanimir Valtchev, Mikhail Kazakov, Matvey Solovyev, Valery Mozhaiskij, Tatyana Sinyukova, Alexey Sinyukov
article en

Abstract

Energy-saving approaches are widely used at enterprises of various profiles. Control systems of devices used to impart homogeneity to compositions often require improvement, since the systems mainly used at these facilities do not have feedback on the viscosity of the mixed composition and do not respond to this indicator by changing the engine parameters. Homogeneity of engine operation with compositions of different viscosity leads to overload and engine failure due to overheating. The study proposes introducing a fuzzy controller into the control system, which allows getting rid of the existing problem. The paper focuses on the analysis of the scaling factors of the input signals of the fuzzy controller, from the standpoint of obtaining an energy-saving effect

Lipetsk State Technical University (RU), Universidade Nova de Lisboa (PT)
Affordable and clean energy
Openalex Percentile: Top 71%
Advanced Data Processing Techniques
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