Type-2 Fuzzy Logic Controller of a Doubly Fed Induction Machine
Interval type-2 fuzzy logic controller (IT2FLC) method for controlling the speed with a direct stator flux orientation control of doubly fed induction motor (DFIM) is proposed. The fuzzy controllers have demonstrated their effectiveness in the control of nonlinear systems, and in many cases it is pr...
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| Format: | Article |
| Language: | English |
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Wiley
2016-01-01
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| Series: | Advances in Fuzzy Systems |
| Online Access: | http://dx.doi.org/10.1155/2016/8273019 |
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| _version_ | 1849685895978942464 |
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| author | Keltoum Loukal Leila Benalia |
| author_facet | Keltoum Loukal Leila Benalia |
| author_sort | Keltoum Loukal |
| collection | DOAJ |
| description | Interval type-2 fuzzy logic controller (IT2FLC) method for controlling the speed with a direct stator flux orientation control of doubly fed induction motor (DFIM) is proposed. The fuzzy controllers have demonstrated their effectiveness in the control of nonlinear systems, and in many cases it is proved that their robustness and performance are less sensitive to parameters variation over conventional controllers. The synthesis of stabilizing control laws design based on IT2FLC is developed. A comparative analysis between type-1 fuzzy logic controller (T1FLC) and IT2FLC of the DFIM is shown. Simulation results show the feasibility and the effectiveness of the suggested method to the control of the DFIM under different operating conditions such as load torque and in the presence of parameters variation. |
| format | Article |
| id | doaj-art-bc4e86a69f554459a0edc7e12431760a |
| institution | DOAJ |
| issn | 1687-7101 1687-711X |
| language | English |
| publishDate | 2016-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Advances in Fuzzy Systems |
| spelling | doaj-art-bc4e86a69f554459a0edc7e12431760a2025-08-20T03:22:54ZengWileyAdvances in Fuzzy Systems1687-71011687-711X2016-01-01201610.1155/2016/82730198273019Type-2 Fuzzy Logic Controller of a Doubly Fed Induction MachineKeltoum Loukal0Leila Benalia1LGE Research Laboratory, Department of Electrical Engineering, Faculty of Technology, Mohamed Boudiaf University of M’sila, BP 166, Ichbilia, 28000 M’sila, AlgeriaLGE Research Laboratory, Department of Electrical Engineering, Faculty of Technology, Mohamed Boudiaf University of M’sila, BP 166, Ichbilia, 28000 M’sila, AlgeriaInterval type-2 fuzzy logic controller (IT2FLC) method for controlling the speed with a direct stator flux orientation control of doubly fed induction motor (DFIM) is proposed. The fuzzy controllers have demonstrated their effectiveness in the control of nonlinear systems, and in many cases it is proved that their robustness and performance are less sensitive to parameters variation over conventional controllers. The synthesis of stabilizing control laws design based on IT2FLC is developed. A comparative analysis between type-1 fuzzy logic controller (T1FLC) and IT2FLC of the DFIM is shown. Simulation results show the feasibility and the effectiveness of the suggested method to the control of the DFIM under different operating conditions such as load torque and in the presence of parameters variation.http://dx.doi.org/10.1155/2016/8273019 |
| spellingShingle | Keltoum Loukal Leila Benalia Type-2 Fuzzy Logic Controller of a Doubly Fed Induction Machine Advances in Fuzzy Systems |
| title | Type-2 Fuzzy Logic Controller of a Doubly Fed Induction Machine |
| title_full | Type-2 Fuzzy Logic Controller of a Doubly Fed Induction Machine |
| title_fullStr | Type-2 Fuzzy Logic Controller of a Doubly Fed Induction Machine |
| title_full_unstemmed | Type-2 Fuzzy Logic Controller of a Doubly Fed Induction Machine |
| title_short | Type-2 Fuzzy Logic Controller of a Doubly Fed Induction Machine |
| title_sort | type 2 fuzzy logic controller of a doubly fed induction machine |
| url | http://dx.doi.org/10.1155/2016/8273019 |
| work_keys_str_mv | AT keltoumloukal type2fuzzylogiccontrollerofadoublyfedinductionmachine AT leilabenalia type2fuzzylogiccontrollerofadoublyfedinductionmachine |