An Ingenious Technique to Track the Maximum Power Point for a Wind Energy System
The conventional techniques employed for tracking maximum power suffer from several issues. The perturb and observe (P&O) algorithm is extremely popular among the conventional techniques for WECS to track and capture the maximum power point. The major issue with this algorithm is opting f...
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
IEEE
2024-01-01
|
| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/10400470/ |
| _version_ | 1797348678486196224 |
|---|---|
| author | Jayshree A. Pande Paresh Nasikkar Ketan Kotecha Ajith Abraham |
| author_facet | Jayshree A. Pande Paresh Nasikkar Ketan Kotecha Ajith Abraham |
| author_sort | Jayshree A. Pande |
| collection | DOAJ |
| description | The conventional techniques employed for tracking maximum power suffer from several issues. The perturb and observe (P&O) algorithm is extremely popular among the conventional techniques for WECS to track and capture the maximum power point. The major issue with this algorithm is opting for an appropriate step size. A new technique is developed and described in this paper, which combines the trapezoidal rule and the fuzzy logic control technique, to address this issue. Two techniques are compared with the proposed algorithm: the trapezoidal rule-based P&O (TRPO) algorithm and the conventional P&O method to prove the superiority of the technique presented in this work. MATLAB/Simulink simulation showcases the enhancement of power by this technique. Randomly varying wind speeds were used to examine the power output of all three algorithms. The results obtained after simulation portray significant enhancement in DC output current, voltage, and power with considerable reduction in the oscillations by employing the proposed technique. |
| first_indexed | 2024-03-08T12:09:27Z |
| format | Article |
| id | doaj.art-315c4ea958604983986c60cdf39944c3 |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-03-08T12:09:27Z |
| publishDate | 2024-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-315c4ea958604983986c60cdf39944c32024-01-23T00:03:36ZengIEEEIEEE Access2169-35362024-01-0112101601017110.1109/ACCESS.2024.335470810400470An Ingenious Technique to Track the Maximum Power Point for a Wind Energy SystemJayshree A. Pande0https://orcid.org/0000-0003-2564-4534Paresh Nasikkar1https://orcid.org/0000-0002-1532-9293Ketan Kotecha2https://orcid.org/0000-0003-2653-3780Ajith Abraham3https://orcid.org/0000-0002-0169-6738Symbiosis Institute of Technology Pune, Symbiosis International (Deemed University), Pune, IndiaSymbiosis Institute of Technology Pune, Symbiosis International (Deemed University), Pune, IndiaSymbiosis Centre for Applied Artificial Intelligence, Symbiosis Institute of Technology Pune, Symbiosis International (Deemed University), Pune, IndiaCentre for Artificial Intelligence, Innopolis University, Tatarstan, Innopolis, RussiaThe conventional techniques employed for tracking maximum power suffer from several issues. The perturb and observe (P&O) algorithm is extremely popular among the conventional techniques for WECS to track and capture the maximum power point. The major issue with this algorithm is opting for an appropriate step size. A new technique is developed and described in this paper, which combines the trapezoidal rule and the fuzzy logic control technique, to address this issue. Two techniques are compared with the proposed algorithm: the trapezoidal rule-based P&O (TRPO) algorithm and the conventional P&O method to prove the superiority of the technique presented in this work. MATLAB/Simulink simulation showcases the enhancement of power by this technique. Randomly varying wind speeds were used to examine the power output of all three algorithms. The results obtained after simulation portray significant enhancement in DC output current, voltage, and power with considerable reduction in the oscillations by employing the proposed technique.https://ieeexplore.ieee.org/document/10400470/Wind energywind energy conversion systemsmaximum power point trackinggreen energy |
| spellingShingle | Jayshree A. Pande Paresh Nasikkar Ketan Kotecha Ajith Abraham An Ingenious Technique to Track the Maximum Power Point for a Wind Energy System IEEE Access Wind energy wind energy conversion systems maximum power point tracking green energy |
| title | An Ingenious Technique to Track the Maximum Power Point for a Wind Energy System |
| title_full | An Ingenious Technique to Track the Maximum Power Point for a Wind Energy System |
| title_fullStr | An Ingenious Technique to Track the Maximum Power Point for a Wind Energy System |
| title_full_unstemmed | An Ingenious Technique to Track the Maximum Power Point for a Wind Energy System |
| title_short | An Ingenious Technique to Track the Maximum Power Point for a Wind Energy System |
| title_sort | ingenious technique to track the maximum power point for a wind energy system |
| topic | Wind energy wind energy conversion systems maximum power point tracking green energy |
| url | https://ieeexplore.ieee.org/document/10400470/ |
| work_keys_str_mv | AT jayshreeapande aningenioustechniquetotrackthemaximumpowerpointforawindenergysystem AT pareshnasikkar aningenioustechniquetotrackthemaximumpowerpointforawindenergysystem AT ketankotecha aningenioustechniquetotrackthemaximumpowerpointforawindenergysystem AT ajithabraham aningenioustechniquetotrackthemaximumpowerpointforawindenergysystem AT jayshreeapande ingenioustechniquetotrackthemaximumpowerpointforawindenergysystem AT pareshnasikkar ingenioustechniquetotrackthemaximumpowerpointforawindenergysystem AT ketankotecha ingenioustechniquetotrackthemaximumpowerpointforawindenergysystem AT ajithabraham ingenioustechniquetotrackthemaximumpowerpointforawindenergysystem |