Advanced Controller For Enhancing Grid-Connected Doubly Fed Induction Generator (DFIG)-Based Wind Energy Conversion System

Registration ID: IJNRD_218845

Published ID: IJNRD2404617

DOI: http://doi.one/10.1729/Journal.39051

M Manikandan , Ch. Srikanth , P. Keerthana , A. Layasri , M. Anusha

Wind turbine system controllers, double fed induction generators, ANN, ANFIS, THD.

In renewable energy power system is most popular in recent decades. In wind energy system, the power management capability, speed control operation, low converter cost and minimized energy losses are problem statement of the project. Firstly, an Artificial Neural Networks (ANN) has been introduced to give better dynamic performance during the fluctuating wind speed by keeping the output voltage stable. Secondly, The Neuro Fuzzy controller NFC is developed based on adaptive-network-based fuzzy inference system (ANFIS) for load side converter control. It improves dynamic performance under variable wind speed and load conditions by maintaining stable output voltage. In addition to that, the grid side harmonic is also minimized by implementing these methods. The performances have been tested on a 1.5 MW doubly fed induction generator (DFIG). The simulation results evident to the performance of ANN and ANFIS of Grid-Connected Doubly Fed Induction Generator (DFIG)-Based Wind Energy Conversion System using MATLAB simulation. The result of the Total Harmonic Distortion (%THD) is reduced for PI, ANN and ANFIS like 24.49%, 4.2% and 0.85% respectively.

Published Paper   E-Certificate

M Manikandan, Ch. Srikanth, P. Keerthana, A. Layasri, & M. Anusha (April-2024). Advanced Controller For Enhancing Grid-Connected Doubly Fed Induction Generator (DFIG)-Based Wind Energy Conversion System. INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT, 9(4), g158-g171. http://doi.one/10.1729/Journal.39051

Volume 9 Issue 4, April-2024

Pages : g158-g171

Paper Reg. ID: IJNRD_218845

Published Paper Id: IJNRD2404617

Downloads: 000121990

Research Area: Electrical Engineering 

Country: Karimnagar, Telangana, India

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Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2404617

Crossref DOI: http://doi.one/10.1729/Journal.39051

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

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