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Title: :  Comparative study of effectiveness between MPPT regulations with optimal TSR and with neuro-fuzzy in the face of the torque impact of a Vertical Axis tidal turbines column with a PMSG
PaperId: :  24368
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 3 2024
DUI:    16.0415/IJARIIE-24368
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Telesphore RANDRIAMAITSOUniversity of Mahajanga, Higher Institute of Sciences and Technologies, Ex-LOLO Building Mahajanga-be, Madagascar
RHEVIHAJAUniversity of Mahajanga, EDGVM Doctoral School, Madagascar
F. Philibert ANDRINIRINIAIMALAZAUniversity of Mahajanga, Higher Institute of Sciences and Technologies, Ex-LOLO Building Mahajanga-be, Madagascar
Theodore TOTOZAFINYUniversity of Mahajanga, Faculty of Sciences, Technologies and Environment, Madagascar

Abstract

Sciences and Technologies
Tidal turbines column, vertical axis, PMSG, Optimal TSR, neuro-fuzzy, electromechanical output
The objective of this article is to compare the effectiveness between the optimal TSR MPPT regulation strategy and the neuro-fuzzy MPPT one to control the column of turbines of a vertical axis tidal turbine facing the impact of its oscillated torque on the electromechanical quantities output of the PMSG such as rotational speed, currents and voltages. In this study, the turbine torque is determined by the DMST method. And, the Park model of the PMSG is used. In addition, the methods of regulating the turbine by the optimal TSR MPPT and by the neuro-fuzzy MPPT are studied. Each control strategy includes PI correctors and a PWM rectifier in the electrical chain. Three turbines mounted in a column with the same radius of 455mm and height of 824mm were considered. The simulation was carried out with operation at maximum average efficiency of the column of three turbines and a flow of 1.5 m/s. Without a control system, the rotational speed of the PMSG with the three non-offset turbines, when feeding a resistive and inductive load, has the amplitude more wavy compared to if they are offset. The output quantities of PMSG are improved by both regulation strategies. The MPPT neuro-fuzzy regulation mode is more effective than the MPPT one at optimal TSR. Due to the fact that the turbine produces the oscillating speed and that, unlike the MPPT strategy at optimal TSR, the MPPT neuro regulation mode -Fuzzy provides instant reference speed. A comparative study with other regulation strategies using instantaneous reference rotation speeds can be undertaken.

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IJARIIE Telesphore RANDRIAMAITSO, RHEVIHAJA, F. Philibert ANDRINIRINIAIMALAZA, and Theodore TOTOZAFINY. "Comparative study of effectiveness between MPPT regulations with optimal TSR and with neuro-fuzzy in the face of the torque impact of a Vertical Axis tidal turbines column with a PMSG" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 3 2024 Page 6146-6158
MLA Telesphore RANDRIAMAITSO, RHEVIHAJA, F. Philibert ANDRINIRINIAIMALAZA, and Theodore TOTOZAFINY. "Comparative study of effectiveness between MPPT regulations with optimal TSR and with neuro-fuzzy in the face of the torque impact of a Vertical Axis tidal turbines column with a PMSG." International Journal Of Advance Research And Innovative Ideas In Education 10.3(2024) : 6146-6158.
APA Telesphore RANDRIAMAITSO, RHEVIHAJA, F. Philibert ANDRINIRINIAIMALAZA, & Theodore TOTOZAFINY. (2024). Comparative study of effectiveness between MPPT regulations with optimal TSR and with neuro-fuzzy in the face of the torque impact of a Vertical Axis tidal turbines column with a PMSG. International Journal Of Advance Research And Innovative Ideas In Education, 10(3), 6146-6158.
Chicago Telesphore RANDRIAMAITSO, RHEVIHAJA, F. Philibert ANDRINIRINIAIMALAZA, and Theodore TOTOZAFINY. "Comparative study of effectiveness between MPPT regulations with optimal TSR and with neuro-fuzzy in the face of the torque impact of a Vertical Axis tidal turbines column with a PMSG." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 3 (2024) : 6146-6158.
Oxford Telesphore RANDRIAMAITSO, RHEVIHAJA, F. Philibert ANDRINIRINIAIMALAZA, and Theodore TOTOZAFINY. 'Comparative study of effectiveness between MPPT regulations with optimal TSR and with neuro-fuzzy in the face of the torque impact of a Vertical Axis tidal turbines column with a PMSG', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 3, 2024, p. 6146-6158. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Comparative_study_of_effectiveness_between_MPPT_regulations_with_optimal_TSR_and_with_neuro_fuzzy_in_the_face_of_the_torque_impact_of_a_Vertical_Axis_tidal_turbines_column_with_a_PMSG_ijariie24368.pdf (Accessed : ).
Harvard Telesphore RANDRIAMAITSO, RHEVIHAJA, F. Philibert ANDRINIRINIAIMALAZA, and Theodore TOTOZAFINY. (2024) 'Comparative study of effectiveness between MPPT regulations with optimal TSR and with neuro-fuzzy in the face of the torque impact of a Vertical Axis tidal turbines column with a PMSG', International Journal Of Advance Research And Innovative Ideas In Education, 10(3), pp. 6146-6158IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Comparative_study_of_effectiveness_between_MPPT_regulations_with_optimal_TSR_and_with_neuro_fuzzy_in_the_face_of_the_torque_impact_of_a_Vertical_Axis_tidal_turbines_column_with_a_PMSG_ijariie24368.pdf (Accessed : )
IEEE Telesphore RANDRIAMAITSO, RHEVIHAJA, F. Philibert ANDRINIRINIAIMALAZA, and Theodore TOTOZAFINY, "Comparative study of effectiveness between MPPT regulations with optimal TSR and with neuro-fuzzy in the face of the torque impact of a Vertical Axis tidal turbines column with a PMSG," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 3, pp. 6146-6158, May-Jun 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/Comparative_study_of_effectiveness_between_MPPT_regulations_with_optimal_TSR_and_with_neuro_fuzzy_in_the_face_of_the_torque_impact_of_a_Vertical_Axis_tidal_turbines_column_with_a_PMSG_ijariie24368.pdf [Accessed : ].
Turabian Telesphore RANDRIAMAITSO, RHEVIHAJA, F. Philibert ANDRINIRINIAIMALAZA, and Theodore TOTOZAFINY. "Comparative study of effectiveness between MPPT regulations with optimal TSR and with neuro-fuzzy in the face of the torque impact of a Vertical Axis tidal turbines column with a PMSG." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 3 ().
Vancouver Telesphore RANDRIAMAITSO, RHEVIHAJA, F. Philibert ANDRINIRINIAIMALAZA, and Theodore TOTOZAFINY. Comparative study of effectiveness between MPPT regulations with optimal TSR and with neuro-fuzzy in the face of the torque impact of a Vertical Axis tidal turbines column with a PMSG. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : ]; 10(3) : 6146-6158. Available from: https://ijariie.com/AdminUploadPdf/Comparative_study_of_effectiveness_between_MPPT_regulations_with_optimal_TSR_and_with_neuro_fuzzy_in_the_face_of_the_torque_impact_of_a_Vertical_Axis_tidal_turbines_column_with_a_PMSG_ijariie24368.pdf
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