Matches in SemOpenAlex for { <https://semopenalex.org/work/W4285029311> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W4285029311 abstract "The research is devoted to the development of hybrid sensorless control systems based on non-adaptive controllers and neural network controllers of various structures. The main methods used in the study are related to the mathematical modeling of these systems in Matlab Simulink. The results of the study are hybrid systems that take into account the heating of the motor windings during its operation, which showed an acceptable processing of the speed signal. The paper proposes algorithms of neural network technologies as a variant of implementing the speed observer structure. The modeling of observers carried out in the study with their subsequent testing in simulation modes made it possible to evaluate the qualities of each of the systems and draw a conclusion about the qualitative superiority of neural network algorithms over the classical mathematical apparatus. The structure of the control system of an asynchronous electric drive with a digital speed monitor is proposed, which, in addition to determining the speed, takes into account the state data of the drive and monitors the state of the engine components. The possibilities of applied implementation of the obtained control systems at various levels of automation are considered: from a simple controller at the drive level to remote cloud spaces. The study of the functioning of the observers in question was carried out by analyzing the dynamics of the speed change at resistance values of 1.25 of the nominal value. The error error in speed when using neural network technologies lies in the range of 0.1•10 <sup xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>-6</sup> … 0.2•10 <sup xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>-6</sup> rad/s." @default.
- W4285029311 created "2022-07-12" @default.
- W4285029311 creator A5013838743 @default.
- W4285029311 creator A5055114722 @default.
- W4285029311 creator A5060675920 @default.
- W4285029311 creator A5067436580 @default.
- W4285029311 creator A5084044777 @default.
- W4285029311 date "2022-06-14" @default.
- W4285029311 modified "2023-09-29" @default.
- W4285029311 title "Electric drive control systems with neural network technologies" @default.
- W4285029311 doi "https://doi.org/10.1109/gpecom55404.2022.9815752" @default.
- W4285029311 hasPublicationYear "2022" @default.
- W4285029311 type Work @default.
- W4285029311 citedByCount "2" @default.
- W4285029311 countsByYear W42850293112022 @default.
- W4285029311 countsByYear W42850293112023 @default.
- W4285029311 crossrefType "proceedings-article" @default.
- W4285029311 hasAuthorship W4285029311A5013838743 @default.
- W4285029311 hasAuthorship W4285029311A5055114722 @default.
- W4285029311 hasAuthorship W4285029311A5060675920 @default.
- W4285029311 hasAuthorship W4285029311A5067436580 @default.
- W4285029311 hasAuthorship W4285029311A5084044777 @default.
- W4285029311 hasConcept C111919701 @default.
- W4285029311 hasConcept C115901376 @default.
- W4285029311 hasConcept C119599485 @default.
- W4285029311 hasConcept C121332964 @default.
- W4285029311 hasConcept C127413603 @default.
- W4285029311 hasConcept C133731056 @default.
- W4285029311 hasConcept C151319957 @default.
- W4285029311 hasConcept C154945302 @default.
- W4285029311 hasConcept C158622935 @default.
- W4285029311 hasConcept C17500928 @default.
- W4285029311 hasConcept C203479927 @default.
- W4285029311 hasConcept C2775924081 @default.
- W4285029311 hasConcept C2780365114 @default.
- W4285029311 hasConcept C2780704645 @default.
- W4285029311 hasConcept C3031470 @default.
- W4285029311 hasConcept C31258907 @default.
- W4285029311 hasConcept C41008148 @default.
- W4285029311 hasConcept C45641319 @default.
- W4285029311 hasConcept C47446073 @default.
- W4285029311 hasConcept C50644808 @default.
- W4285029311 hasConcept C62520636 @default.
- W4285029311 hasConcept C6557445 @default.
- W4285029311 hasConcept C78519656 @default.
- W4285029311 hasConcept C86803240 @default.
- W4285029311 hasConceptScore W4285029311C111919701 @default.
- W4285029311 hasConceptScore W4285029311C115901376 @default.
- W4285029311 hasConceptScore W4285029311C119599485 @default.
- W4285029311 hasConceptScore W4285029311C121332964 @default.
- W4285029311 hasConceptScore W4285029311C127413603 @default.
- W4285029311 hasConceptScore W4285029311C133731056 @default.
- W4285029311 hasConceptScore W4285029311C151319957 @default.
- W4285029311 hasConceptScore W4285029311C154945302 @default.
- W4285029311 hasConceptScore W4285029311C158622935 @default.
- W4285029311 hasConceptScore W4285029311C17500928 @default.
- W4285029311 hasConceptScore W4285029311C203479927 @default.
- W4285029311 hasConceptScore W4285029311C2775924081 @default.
- W4285029311 hasConceptScore W4285029311C2780365114 @default.
- W4285029311 hasConceptScore W4285029311C2780704645 @default.
- W4285029311 hasConceptScore W4285029311C3031470 @default.
- W4285029311 hasConceptScore W4285029311C31258907 @default.
- W4285029311 hasConceptScore W4285029311C41008148 @default.
- W4285029311 hasConceptScore W4285029311C45641319 @default.
- W4285029311 hasConceptScore W4285029311C47446073 @default.
- W4285029311 hasConceptScore W4285029311C50644808 @default.
- W4285029311 hasConceptScore W4285029311C62520636 @default.
- W4285029311 hasConceptScore W4285029311C6557445 @default.
- W4285029311 hasConceptScore W4285029311C78519656 @default.
- W4285029311 hasConceptScore W4285029311C86803240 @default.
- W4285029311 hasFunder F4320328247 @default.
- W4285029311 hasFunder F4320330374 @default.
- W4285029311 hasLocation W42850293111 @default.
- W4285029311 hasOpenAccess W4285029311 @default.
- W4285029311 hasPrimaryLocation W42850293111 @default.
- W4285029311 hasRelatedWork W1558981148 @default.
- W4285029311 hasRelatedWork W2067252346 @default.
- W4285029311 hasRelatedWork W2123686123 @default.
- W4285029311 hasRelatedWork W2137972905 @default.
- W4285029311 hasRelatedWork W2153817318 @default.
- W4285029311 hasRelatedWork W2547763534 @default.
- W4285029311 hasRelatedWork W2898763218 @default.
- W4285029311 hasRelatedWork W2912010093 @default.
- W4285029311 hasRelatedWork W3123253234 @default.
- W4285029311 hasRelatedWork W4372329830 @default.
- W4285029311 isParatext "false" @default.
- W4285029311 isRetracted "false" @default.
- W4285029311 workType "article" @default.