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Amar Kiran, Tappeta, Ravi Kishore, Dondapati, Naga Pavani, Appana, Uma Maheswari, Baswa, Sravani Kumari, Chappa. (1404). Innovative Wind Energy System Featuring ANN-Controlled Pitch Regulation for Efficient Grid Integration. نشریه مهندسی عمران امیرکبیر, (), -. doi: 10.22060/eej.2026.24404.5701
Tappeta Amar Kiran; Dondapati Ravi Kishore; Appana Naga Pavani; Baswa Uma Maheswari; Chappa Sravani Kumari. "Innovative Wind Energy System Featuring ANN-Controlled Pitch Regulation for Efficient Grid Integration". نشریه مهندسی عمران امیرکبیر, , , 1404, -. doi: 10.22060/eej.2026.24404.5701
Amar Kiran, Tappeta, Ravi Kishore, Dondapati, Naga Pavani, Appana, Uma Maheswari, Baswa, Sravani Kumari, Chappa. (1404). 'Innovative Wind Energy System Featuring ANN-Controlled Pitch Regulation for Efficient Grid Integration', نشریه مهندسی عمران امیرکبیر, (), pp. -. doi: 10.22060/eej.2026.24404.5701
Amar Kiran, Tappeta, Ravi Kishore, Dondapati, Naga Pavani, Appana, Uma Maheswari, Baswa, Sravani Kumari, Chappa. Innovative Wind Energy System Featuring ANN-Controlled Pitch Regulation for Efficient Grid Integration. نشریه مهندسی عمران امیرکبیر, 1404; (): -. doi: 10.22060/eej.2026.24404.5701

Innovative Wind Energy System Featuring ANN-Controlled Pitch Regulation for Efficient Grid Integration

AUT Journal of Electrical Engineering
مقالات آماده انتشار، پذیرفته شده، انتشار آنلاین از تاریخ 19 اسفند 1404    اصل مقاله (1.66 M)
نوع مقاله: Research Article
شناسه دیجیتال (DOI): 10.22060/eej.2026.24404.5701
نویسندگان
Tappeta Amar Kiran* 1؛ Dondapati Ravi Kishore2؛ Appana Naga Pavani3؛ Baswa Uma Maheswari3؛ Chappa Sravani Kumari3
1Associate Professor, Department of Electrical and Electronics Engineering, Godavari Institute of Engineering and Technology (A), Rajahmundry
2Professor, Department of Electrical and Electronics Engineering, Godavari Global University, Rajahmundry
3UG Scholar, Department of Electrical and Electronics Engineering, Godavari Institute of Engineering and Technology (A), Rajahmundry
چکیده
WECS are dynamic and intricate, considered by uncertainties and external disturbances. This research introduces an innovative pitch control strategy designed to improve energy stabilization and extraction predominantly for WT affected by unmodeled system dynamics to ensure stable operation under high wind speeds. For optimizing power capture, the ANN controller adapts dynamically to changing wind conditions by regulating the turbine blade’s pitch angle. For grid integration, a PWM rectifier transforms the variable-frequency AC power from the turbine into DC power. The simulations are conducted in MATLAB/Simulink tool to evaluate the control framework. It reveals that the superior performance of the ANN controller in reducing mechanical loads on turbines and platforms and maximizing power generation. Thus, it achieving reduced power and speed fluctuations, minimal overshoot and enhances the dynamic behaviour of WT.
کلیدواژه‌ها
VSI؛ WECS؛ DFIG؛ Pitch Control by ANN؛ PWM Rectifier
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