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Journal : telkomnika telecommunication computing electronics and control

Maximum Output Power Tracking of Wind Turbine Using Intelligent Control Muldi Yuhendri; Mochamad Ashari; Mauridhi Hery Purnomo
TELKOMNIKA (Telecommunication Computing Electronics and Control) Vol 9, No 2: August 2011
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12928/telkomnika.v9i2.690

Abstract

 The Output power of wind turbine is determined by wind speed. The Output power can be adjusted by controlling the generator speed and pitch angle of wind turbine. When the wind speed below the wind turbine rated, the output power of generator can be maximized by controlling the generator speed at point of maximum power coefficient. When the wind speed above the wind turbine rated, output power of wind turbine will exceed the power generators rated. In this condition, the output power of wind turbine needs to be regulated to conform to the generator power rate. Output power of wind turbine can be regulated by adjusting the pitch angle of wind turbine. In this paper is developed the control strategies based intelligent control for controlling the generator speed and pitch angle of wind turbine, so the  maximum output power tracking (MOPT) of wind turbine can be obtained at any wind speed variations. Generator speed is controlled using PI Fuzzy Logic Controller (PI-FLC) based Direct Field Oriented Control (DFOC). Pitch angle of wind turbine is controlled using Elman Recurrent Neural Network (RENN). The simulation results with Matlab Simulink shows that the both controller was successfully regulates the output power when the wind speed above the wind turbine rated and the output power can be maximum when the wind speed below the wind turbine rated. 
Co-Authors Adtrizal Lindo Agung Satria Ahyanuardi Ahyanuardi Alham Ali Anne Fadia Ikhfa Ari Anggawan Aslimeri, Aslimeri Asnil Asnil Aswaldi Alfaris Aswardi Aswardi Athaya Atsiq Azar Ihsan Azizah, Farah Azzikri, Muhammad Fadhel Candra Riawan, Dedet Citra Dewi Daniel Julian Sinaga Dedet Candra Riawan Doni, Dona Dori Yuvenda Efianti, Weli Eko Solihin Elda Permata Sari Elda Permata Sari Emilia Mustafa Fahmi Idris Faizzufar Taqy Fatimah Hanifah Febri Angriawan Febri Rahmadi Gatot Santoso Putra Habibullah Hafizh Prihtiadi Hambali Hambali Hambali Hambali Hambali Hambali Haris Masrepol Ikhfa, Anne Fadia Ikhsan Rifaldo Ikhwani Ikhwan Irma Husnaini Irvan Zakaria Candra Ishlah Fain Sanul Juli Sardi Larra Oktavia Luthfil Hirzan M Heycal Ridwan Mauridhi Hery Purnomo Mochamad Ashari Mohd Najib Mohd Hussain Muhamad Ilham Esario Muhammad Padri Muhammad Rezky Muhammmad Zainul Fikri Muhibbudin Muhibbudin Muskhir, Mukhlidi Nabila Binti Mohamed, Nur Nahydatul Hami Nila Gusriani Nur Nabila Mohamed Peri Peri Purwantono Purwantono Putra, Randi Purnama Rahmawati Mayangsari Randaka Saputra Randy Setiawan Randy Yonanda Pratama Rasyid, Hambali Reni Putri Mayenti Riadotul Jannah Rijeng Firanda Risfendra, Risfendra Romi Fadli Romi Fernandes Rotua Oktaviana Siahaan, Yosephine Salihul Fajri Selfi Harowanti Shandy Oktafianto Pratama Simon Padri P Sonia Anjeli Sukardi, Sukardi Syafitri, Muharani Taali, Taali Tri Yogi Putra Trivaldo Putra Ulandari, Putri Yanto, Doni Tri Putra Yelfianhar, Ichwan Yudi Ari Putra Yulia Dwi Satriani Yulianta Siregar