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Title: :  A PARTICLE SWARM OPTIMIZATION APPROACH FOR CONTROLLER DESIGN IN WECS EQUIPPED WITH DFIG
PaperId: :  23391
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 2 2024
DUI:    16.0415/IJARIIE-23391
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
M VENKATESHR.V.R & J.C. COLLEGE OF ENGINEERING
K VENKATA SAIR.V.R & J.C. COLLEGE OF ENGINEERING
K VAMSI CHAITANYAR.V.R & J.C. COLLEGE OF ENGINEERING
N.S.S PRAKASHR.V.R & J.C. COLLEGE OF ENGINEERING

Abstract

ELECTRICAL & ELECTRONICS ENGINEERING
Wind Energy Conversion System (WECS),Doubly Fed Induction Generator (DFIG),Particle Swarm Optimization (PSO)
This paper focuses on the design of optimal PI controller parameters for a Wind Energy Conversion System (WECS) equipped with a Doubly Fed Induction Generator (DFIG). The study is conducted on a MW-scale WECS connected to a distribution network. The variable speed DFIG is typically controlled by a set of PI controllers. However, due to the nonlinearity and complexity of the system, determining the optimal controller parameters can be challenging. In this paper, Particle Swarm Optimization (PSO) is employed to tune the parameters of the rotor-side converter controller of the DFIG. To enhance performance and restrict controller action, an optimization problem is formulated by selecting appropriate objective functions and constraints. The system's performance is evaluated under various conditions, including grid voltage sag due to remote faults, single-phase-to-ground faults, and wind speed changes. A comparison is made between the performance with PI controller parameters and PSO-optimized controller parameters. Simulation results demonstrate the improved transient behaviour of the WECS equipped with DFIG under the specified test conditions. Simulation results were verified through SIMULINK.

Citations

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IJARIIE M VENKATESH, K VENKATA SAI, K VAMSI CHAITANYA, and N.S.S PRAKASH. "A PARTICLE SWARM OPTIMIZATION APPROACH FOR CONTROLLER DESIGN IN WECS EQUIPPED WITH DFIG" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 2 2024 Page 4318-4329
MLA M VENKATESH, K VENKATA SAI, K VAMSI CHAITANYA, and N.S.S PRAKASH. "A PARTICLE SWARM OPTIMIZATION APPROACH FOR CONTROLLER DESIGN IN WECS EQUIPPED WITH DFIG." International Journal Of Advance Research And Innovative Ideas In Education 10.2(2024) : 4318-4329.
APA M VENKATESH, K VENKATA SAI, K VAMSI CHAITANYA, & N.S.S PRAKASH. (2024). A PARTICLE SWARM OPTIMIZATION APPROACH FOR CONTROLLER DESIGN IN WECS EQUIPPED WITH DFIG. International Journal Of Advance Research And Innovative Ideas In Education, 10(2), 4318-4329.
Chicago M VENKATESH, K VENKATA SAI, K VAMSI CHAITANYA, and N.S.S PRAKASH. "A PARTICLE SWARM OPTIMIZATION APPROACH FOR CONTROLLER DESIGN IN WECS EQUIPPED WITH DFIG." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 2 (2024) : 4318-4329.
Oxford M VENKATESH, K VENKATA SAI, K VAMSI CHAITANYA, and N.S.S PRAKASH. 'A PARTICLE SWARM OPTIMIZATION APPROACH FOR CONTROLLER DESIGN IN WECS EQUIPPED WITH DFIG', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, 2024, p. 4318-4329. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/A_PARTICLE_SWARM_OPTIMIZATION_APPROACH_FOR_CONTROLLER_DESIGN_IN_WECS_EQUIPPED_WITH_DFIG_ijariie23391.pdf (Accessed : ).
Harvard M VENKATESH, K VENKATA SAI, K VAMSI CHAITANYA, and N.S.S PRAKASH. (2024) 'A PARTICLE SWARM OPTIMIZATION APPROACH FOR CONTROLLER DESIGN IN WECS EQUIPPED WITH DFIG', International Journal Of Advance Research And Innovative Ideas In Education, 10(2), pp. 4318-4329IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/A_PARTICLE_SWARM_OPTIMIZATION_APPROACH_FOR_CONTROLLER_DESIGN_IN_WECS_EQUIPPED_WITH_DFIG_ijariie23391.pdf (Accessed : )
IEEE M VENKATESH, K VENKATA SAI, K VAMSI CHAITANYA, and N.S.S PRAKASH, "A PARTICLE SWARM OPTIMIZATION APPROACH FOR CONTROLLER DESIGN IN WECS EQUIPPED WITH DFIG," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, pp. 4318-4329, Mar-App 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/A_PARTICLE_SWARM_OPTIMIZATION_APPROACH_FOR_CONTROLLER_DESIGN_IN_WECS_EQUIPPED_WITH_DFIG_ijariie23391.pdf [Accessed : ].
Turabian M VENKATESH, K VENKATA SAI, K VAMSI CHAITANYA, and N.S.S PRAKASH. "A PARTICLE SWARM OPTIMIZATION APPROACH FOR CONTROLLER DESIGN IN WECS EQUIPPED WITH DFIG." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 2 ().
Vancouver M VENKATESH, K VENKATA SAI, K VAMSI CHAITANYA, and N.S.S PRAKASH. A PARTICLE SWARM OPTIMIZATION APPROACH FOR CONTROLLER DESIGN IN WECS EQUIPPED WITH DFIG. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : ]; 10(2) : 4318-4329. Available from: https://ijariie.com/AdminUploadPdf/A_PARTICLE_SWARM_OPTIMIZATION_APPROACH_FOR_CONTROLLER_DESIGN_IN_WECS_EQUIPPED_WITH_DFIG_ijariie23391.pdf
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