Title: Fuzzy multi-objective approach-based small signal stability analysis and optimal control of a PMSG-based wind turbine
Authors: Shubhranshu Mohan Parida; Pravat Kumar Rout; Sanjeeb Kumar Kar
Addresses: Department of Electrical Engineering, I.T.E.R., Siksha 'O' Anusandhan University, Bhubaneswar, 751030, Odisha, India ' Department of Electrical and Electronics Engineering, I.T.E.R., Siksha 'O' Anusandhan University, Bhubaneswar, 751030, Odisha, India ' Department of Electrical Engineering, I.T.E.R., Siksha 'O' Anusandhan University, Bhubaneswar, 751030, Odisha, India
Abstract: The objective of this manuscript is to design a controller to enhance the degree of stability through small signal analysis in case of a grid connected permanent magnet synchronous generator (PMSG)-based wind turbine and to ensure an optimal set of control parameters to achieve an enhanced performance. The optimal control parameters are computed by optimising the placement of system eigenvalues and net errors by formulating a fuzzy-based multi-objective approach. The idea behind the formulation of the objective function through a multi-objective approach involves the association of error with relative stability of the system through computation of the real parts of eigenvalues. To find the optimal control gains, a two-fold mutation-based differential evolution optimisation is used. Results from a MATLAB-based model are presented for validation of the proposed technique to demonstrate the system stability when subjected to wind speed variation.
Keywords: permanent magnet synchronous generator; PMSG; small signal stability; SSS; wind energy conversion system; WECS; differential evolution; DE; wind turbine; WT.
International Journal of Computer Aided Engineering and Technology, 2020 Vol.12 No.4, pp.513 - 534
Received: 22 Aug 2017
Accepted: 22 Jan 2018
Published online: 29 May 2020 *