Two Types of Fuzzy Logic Controllers for the Speed Control of the Doubly-Fed Induction Machine
The paper presents two fuzzy logic control algorithms: type-1 and type-2. These two nonlinear techniques are used for adjust the speed control with a direct stator flux orientation control of a doubly fed induction motor. The effectiveness of the proposed control strategy is evaluated under differ...
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Stefan cel Mare University of Suceava
2020-08-01
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Series: | Advances in Electrical and Computer Engineering |
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Online Access: | http://dx.doi.org/10.4316/AECE.2020.03008 |
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doaj-bd2c2d7e878c412ea271245a9ef334592020-11-25T02:11:20ZengStefan cel Mare University of SuceavaAdvances in Electrical and Computer Engineering1582-74451844-76002020-08-01203657410.4316/AECE.2020.03008Two Types of Fuzzy Logic Controllers for the Speed Control of the Doubly-Fed Induction MachineSAIDI, A.NACERI, F.YOUB, L.CERNAT, M.GUASCH PESQUER, L.The paper presents two fuzzy logic control algorithms: type-1 and type-2. These two nonlinear techniques are used for adjust the speed control with a direct stator flux orientation control of a doubly fed induction motor. The effectiveness of the proposed control strategy is evaluated under different operating conditions such as of reference speed and for load torque step changes at nominal parameters and in the presence of parameter variation (stator resistance, rotor resistance and moment of inertia). The results of the simulation of the doubly fed induction motor velocity control have shown that fuzzy type-2 ensures better dynamic performances with respect to fuzzy type-1 control, even by parametric variations and external disturbances.http://dx.doi.org/10.4316/AECE.2020.03008induction motorsfuzzy logicfuzzy controlvelocity controlregulatorsstability |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
SAIDI, A. NACERI, F. YOUB, L. CERNAT, M. GUASCH PESQUER, L. |
spellingShingle |
SAIDI, A. NACERI, F. YOUB, L. CERNAT, M. GUASCH PESQUER, L. Two Types of Fuzzy Logic Controllers for the Speed Control of the Doubly-Fed Induction Machine Advances in Electrical and Computer Engineering induction motors fuzzy logic fuzzy control velocity control regulators stability |
author_facet |
SAIDI, A. NACERI, F. YOUB, L. CERNAT, M. GUASCH PESQUER, L. |
author_sort |
SAIDI, A. |
title |
Two Types of Fuzzy Logic Controllers for the Speed Control of the Doubly-Fed Induction Machine |
title_short |
Two Types of Fuzzy Logic Controllers for the Speed Control of the Doubly-Fed Induction Machine |
title_full |
Two Types of Fuzzy Logic Controllers for the Speed Control of the Doubly-Fed Induction Machine |
title_fullStr |
Two Types of Fuzzy Logic Controllers for the Speed Control of the Doubly-Fed Induction Machine |
title_full_unstemmed |
Two Types of Fuzzy Logic Controllers for the Speed Control of the Doubly-Fed Induction Machine |
title_sort |
two types of fuzzy logic controllers for the speed control of the doubly-fed induction machine |
publisher |
Stefan cel Mare University of Suceava |
series |
Advances in Electrical and Computer Engineering |
issn |
1582-7445 1844-7600 |
publishDate |
2020-08-01 |
description |
The paper presents two fuzzy logic control algorithms: type-1 and type-2. These two nonlinear techniques are used for
adjust the speed control with a direct stator flux orientation control of a doubly fed induction motor. The effectiveness
of the proposed control strategy is evaluated under different operating conditions such as of reference speed and for
load torque step changes at nominal parameters and in the presence of parameter variation (stator resistance, rotor
resistance and moment of inertia). The results of the simulation of the doubly fed induction motor velocity control
have shown that fuzzy type-2 ensures better dynamic performances with respect to fuzzy type-1 control, even by
parametric variations and external disturbances. |
topic |
induction motors fuzzy logic fuzzy control velocity control regulators stability |
url |
http://dx.doi.org/10.4316/AECE.2020.03008 |
work_keys_str_mv |
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1724914929681563648 |