Hybrid fractional fuzzy PID design for MPPT-pitch control of wind turbine-based bat algorithm
The power quality and protection enhancement of wind turbine becomes an important paramount. This requires a competitive controller with high performances. For this purpose, the paper presents a novel hybrid controller named fractional fuzzy PID (FFPID) strategy tunning with an efficient metaheurist...
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| Published in | Electrical engineering Vol. 102; no. 4; pp. 2149 - 2160 |
|---|---|
| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
Berlin/Heidelberg
Springer Berlin Heidelberg
01.12.2020
Springer Nature B.V |
| Subjects | |
| Online Access | Get full text |
| ISSN | 0948-7921 1432-0487 |
| DOI | 10.1007/s00202-020-01007-5 |
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| Abstract | The power quality and protection enhancement of wind turbine becomes an important paramount. This requires a competitive controller with high performances. For this purpose, the paper presents a novel hybrid controller named fractional fuzzy PID (FFPID) strategy tunning with an efficient metaheuristic optimization bat algorithm (BA) for controlling the wind turbine equipped with permanent magnet synchronous generator (WT-PMSG). The main control objectives are to drive WT-PMSG for extracting the maximum power point (MPPT) in the low range of weather conditions and further to protect the wind turbine in high-wind region using pitch angle control. The performance of proposed strategy is analysed for all regions low–high wind speed disturbances. The obtained results are obviously proved that the optimal hybrid fractional-order fuzzy PID controller is highly better than the optimal classical PID, fuzzy PID (FPID) and fractional-order PID (FOPID) controllers in terms of response, overshoot and indices performances. Further, the WT-PMSG is effectively controlled at different conditions of wind velocities by the proposed scheme. |
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| AbstractList | The power quality and protection enhancement of wind turbine becomes an important paramount. This requires a competitive controller with high performances. For this purpose, the paper presents a novel hybrid controller named fractional fuzzy PID (FFPID) strategy tunning with an efficient metaheuristic optimization bat algorithm (BA) for controlling the wind turbine equipped with permanent magnet synchronous generator (WT-PMSG). The main control objectives are to drive WT-PMSG for extracting the maximum power point (MPPT) in the low range of weather conditions and further to protect the wind turbine in high-wind region using pitch angle control. The performance of proposed strategy is analysed for all regions low–high wind speed disturbances. The obtained results are obviously proved that the optimal hybrid fractional-order fuzzy PID controller is highly better than the optimal classical PID, fuzzy PID (FPID) and fractional-order PID (FOPID) controllers in terms of response, overshoot and indices performances. Further, the WT-PMSG is effectively controlled at different conditions of wind velocities by the proposed scheme. |
| Author | Maroufi, Oussama Choucha, Abdelghani Chaib, Lakhdar |
| Author_xml | – sequence: 1 givenname: Oussama orcidid: 0000-0002-7661-4418 surname: Maroufi fullname: Maroufi, Oussama email: ou.maroufi@lagh-univ.dz organization: Laboratory of Power Systems Control and Electrical Networks (LACoSERE), University of Amar Thelidji – sequence: 2 givenname: Abdelghani surname: Choucha fullname: Choucha, Abdelghani organization: Laboratory of Power Systems Control and Electrical Networks (LACoSERE), University of Amar Thelidji – sequence: 3 givenname: Lakhdar surname: Chaib fullname: Chaib, Lakhdar organization: Laboratory of Power Systems Control and Electrical Networks (LACoSERE), University of Amar Thelidji |
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| Keywords | Pitch angle Fractional fuzzy PID controller Maximum power point tracking Wind turbine Permanent magnet synchronous generator |
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| SubjectTerms | Algorithms Controllers Economics and Management Electrical Engineering Electrical Machines and Networks Energy Policy Engineering Fuzzy control Heuristic methods Maximum power Optimization Original Paper Permanent magnets Pitch (inclination) Power Electronics Proportional integral derivative Turbines Weather Wind speed Wind turbines |
| Title | Hybrid fractional fuzzy PID design for MPPT-pitch control of wind turbine-based bat algorithm |
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