The IRMA Community
Newsletters
Research IRM
Click a keyword to search titles using our InfoSci-OnDemand powered search:
|
Optimization of Small Wind Turbines Using Genetic Algorithms
Abstract
This paper presents a detailed optimization analysis of tower height and rotor diameter for a wide range of small wind turbines using Genetic Algorithm (GA). In comparison with classical, calculus-based optimization techniques, the GA approach is known by its reasonable flexibilities and capability to solve complex optimization problems. Here, the values of rotor diameter and tower height are considered the main parts of the Wind Energy Conversion System (WECS), which are necessary to maximize the output power. To give the current study a practical sense, a set of manufacturer's data was used for small wind turbines with different design alternatives. The specific cost and geometry of tower and rotor are selected to be the constraints in this optimization process. The results are presented for two classes of small wind turbines, namely 1.5kW and 10kW turbines. The results are analyzed for different roughness classes and for two height-wind speed relationships given by power and logarithmic laws. Finally, the results and their practical implementation are discussed.
Related Content
Hendra Wijaya, Zaekhan Zaekhan, Lukman Junaidi, Ning Ima Arie Wardayanie, Yuliasri Ramadhani Meutia, Nona Widharosa, Tita Rosita.
© 2023.
20 pages.
|
Sufiati Bintanah, Yuliana Noor Setiawati Ulvie, Hapsari Sulistya Kusuma, Firdananda Fikri Jauharany, Hersanti Sulistyaningrum.
© 2023.
20 pages.
|
Diana Nur Afifah, Syafira Noor Pratiwi, Ahmad Ni'matullah Al-Baarri, Denny Nugroho Sugianto.
© 2023.
21 pages.
|
Maria Belgis, Nur Fathonah Sadek, Ardiyan Dwi Masahid, Dian Purbasari, Dyah Ayu Savitri.
© 2023.
18 pages.
|
Sri Mulyani, Yoyok Budi Pramono, Isti Handayani.
© 2023.
22 pages.
|
Dessy Ariyanti, Aprilina Purbasari, Dina Lesdantina, Filicia Wicaksana, Wei Gao.
© 2023.
15 pages.
|
Uyi Sulaeman, Ahmad Zuhairi Abdullah, Shu Yin.
© 2023.
19 pages.
|
|
|