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...

Full description

Bibliographic Details
Main Authors: SAIDI, A., NACERI, F., YOUB, L., CERNAT, M., GUASCH PESQUER, L.
Format: Article
Language:English
Published: Stefan cel Mare University of Suceava 2020-08-01
Series:Advances in Electrical and Computer Engineering
Subjects:
Online Access:http://dx.doi.org/10.4316/AECE.2020.03008
id doaj-bd2c2d7e878c412ea271245a9ef33459
record_format Article
spelling 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 AT saidia twotypesoffuzzylogiccontrollersforthespeedcontrolofthedoublyfedinductionmachine
AT nacerif twotypesoffuzzylogiccontrollersforthespeedcontrolofthedoublyfedinductionmachine
AT youbl twotypesoffuzzylogiccontrollersforthespeedcontrolofthedoublyfedinductionmachine
AT cernatm twotypesoffuzzylogiccontrollersforthespeedcontrolofthedoublyfedinductionmachine
AT guaschpesquerl twotypesoffuzzylogiccontrollersforthespeedcontrolofthedoublyfedinductionmachine
_version_ 1724914929681563648