New design of robust PID controller based on meta‐heuristic algorithms for wind energy conversion system
Abstract This paper proposes a new robust control method for a wind energy conversion system. The suggested method can damp the deviations in the generator speed because of the penetration of wind speed and load demand fluctuations in the electrical grid. Furthermore, it can overcome the uncertainti...
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| Format: | Article |
| Language: | English |
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Wiley
2020-02-01
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| Series: | Wind Energy |
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| Online Access: | https://doi.org/10.1002/we.2439 |
| _version_ | 1817991627142070272 |
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| author | Mahmoud Elsisi |
| author_facet | Mahmoud Elsisi |
| author_sort | Mahmoud Elsisi |
| collection | DOAJ |
| description | Abstract This paper proposes a new robust control method for a wind energy conversion system. The suggested method can damp the deviations in the generator speed because of the penetration of wind speed and load demand fluctuations in the electrical grid. Furthermore, it can overcome the uncertainties of the plant parameters because of load demand fluctuations and the errors of the implementation. The new method has been built based on new simple frequency‐domain conditions and the whale optimization algorithm (WOA). This method is utilized to design a robust proportional‐integral‐derivative (PID) controller based on the WOA in order to enhance the damping characteristics of the wind energy conversion system. Simulation results confirm the superiority and robustness of the proposed technique against the wind speed fluctuations and the plant parameters uncertainties compared with other meta‐heuristic algorithms. |
| first_indexed | 2024-04-14T01:15:43Z |
| format | Article |
| id | doaj.art-4424b07bcdfc4bbfa80b3f1c9ce6f3b9 |
| institution | Directory Open Access Journal |
| issn | 1095-4244 1099-1824 |
| language | English |
| last_indexed | 2024-04-14T01:15:43Z |
| publishDate | 2020-02-01 |
| publisher | Wiley |
| record_format | Article |
| series | Wind Energy |
| spelling | doaj.art-4424b07bcdfc4bbfa80b3f1c9ce6f3b92022-12-22T02:20:52ZengWileyWind Energy1095-42441099-18242020-02-0123239140310.1002/we.2439New design of robust PID controller based on meta‐heuristic algorithms for wind energy conversion systemMahmoud Elsisi0Industry 4.0 Implementation Center National Taiwan University of Science and Technology Taipei TaiwanAbstract This paper proposes a new robust control method for a wind energy conversion system. The suggested method can damp the deviations in the generator speed because of the penetration of wind speed and load demand fluctuations in the electrical grid. Furthermore, it can overcome the uncertainties of the plant parameters because of load demand fluctuations and the errors of the implementation. The new method has been built based on new simple frequency‐domain conditions and the whale optimization algorithm (WOA). This method is utilized to design a robust proportional‐integral‐derivative (PID) controller based on the WOA in order to enhance the damping characteristics of the wind energy conversion system. Simulation results confirm the superiority and robustness of the proposed technique against the wind speed fluctuations and the plant parameters uncertainties compared with other meta‐heuristic algorithms.https://doi.org/10.1002/we.2439frequency‐domain constraintsmeta‐heuristic algorithmsrobust PID controllerwind energy conversion system |
| spellingShingle | Mahmoud Elsisi New design of robust PID controller based on meta‐heuristic algorithms for wind energy conversion system Wind Energy frequency‐domain constraints meta‐heuristic algorithms robust PID controller wind energy conversion system |
| title | New design of robust PID controller based on meta‐heuristic algorithms for wind energy conversion system |
| title_full | New design of robust PID controller based on meta‐heuristic algorithms for wind energy conversion system |
| title_fullStr | New design of robust PID controller based on meta‐heuristic algorithms for wind energy conversion system |
| title_full_unstemmed | New design of robust PID controller based on meta‐heuristic algorithms for wind energy conversion system |
| title_short | New design of robust PID controller based on meta‐heuristic algorithms for wind energy conversion system |
| title_sort | new design of robust pid controller based on meta heuristic algorithms for wind energy conversion system |
| topic | frequency‐domain constraints meta‐heuristic algorithms robust PID controller wind energy conversion system |
| url | https://doi.org/10.1002/we.2439 |
| work_keys_str_mv | AT mahmoudelsisi newdesignofrobustpidcontrollerbasedonmetaheuristicalgorithmsforwindenergyconversionsystem |