Two-level DPC Strategy Based on FNN Algorithm of DFIG-DRWT Systems Using Two-level Hysteresis Controllers for Reactive and Active Powers

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Habib Benbouhenni

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Journal Paper

Paper Information

Journal: RENEWABLE ENERGY RESEARCH AND APPLICATIONS Year:2021 | Volume:2 | Issue:1 Page(s): 137-146

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Title

Two-level DPC Strategy Based on FNN Algorithm of DFIG-DRWT Systems Using Two-level Hysteresis Controllers for Reactive and Active Powers

Author(s)

Habib Benbouhenni | Issue Writer Certificate

Keywords

DPC

DFIG

THD

FNNs

DPC-FNN

DRWP

Abstract

In this paper, a novel switching table (ST) of the twelve sectors direct power command (STyle="font-STyle:inherit;color:#ff0078">DPC) STrategy of doubly-fed induction generator (STyle="font-STyle:inherit;color:#ff0078">DFIG)-based dual rotor wind power (DRWP) is proposed using two-level hySTeresis controllers for the reactive and active power and feedforward neural networks (FNNs) algorithms. This intelligent technique is used to replace the conventional ST in order to reduce the rotor flux ripple, active power ripple, total harmonic diSTortion (THD) of STator voltage, torque, and reactive power undulations. The simulation and modeling of the proposed STrategy are carried out in the Matlab software. STyle="font-STyle:inherit;color:#ff0078">DFIG is teSTed in association with the DRWP sySTem. The simulation results obtained show that STyle="font-STyle:inherit;color:#ff0078">DPC with FNN controller (STyle="font-STyle:inherit;color:#ff0078">DPC-FNN) reduce the THD values of the STator voltage, rotor flux undulation, active/reactive power undulation, and electromagnetic torque ripple compared to the conventional STyle="font-STyle:inherit;color:#ff0078">DPC STrategy. According to the results obtained, the current waveform becomes purely sinusoidal with a reduction in the THD rate to 0. 64%.

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APA: Copy

Habib, Benbouhenni. (2021). Two-level DPC Strategy Based on FNN Algorithm of DFIG-DRWT Systems Using Two-level Hysteresis Controllers for Reactive and Active Powers. RENEWABLE ENERGY RESEARCH AND APPLICATIONS, 2(1), 137-146. SID. https://sid.ir/paper/988956/en

Vancouver: Copy

Habib Benbouhenni. Two-level DPC Strategy Based on FNN Algorithm of DFIG-DRWT Systems Using Two-level Hysteresis Controllers for Reactive and Active Powers. RENEWABLE ENERGY RESEARCH AND APPLICATIONS[Internet]. 2021;2(1):137-146. Available from: https://sid.ir/paper/988956/en

IEEE: Copy

Benbouhenni Habib, “Two-level DPC Strategy Based on FNN Algorithm of DFIG-DRWT Systems Using Two-level Hysteresis Controllers for Reactive and Active Powers,” RENEWABLE ENERGY RESEARCH AND APPLICATIONS, vol. 2, no. 1, pp. 137–146, 2021, [Online]. Available: https://sid.ir/paper/988956/en

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