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Model-free control for wind farms using a gradient estimation-based algorithm

Author
Barreiro, J.; Ocampo-Martinez, C.A.; Bianchi, F.; Quijano, N.
Type of activity
Presentation of work at congresses
Name of edition
2015 European Control Conference
Date of publication
2015
Presentation's date
2015
Book of congress proceedings
2015 European Control Conference (ECC 2015): Linz, Austria, 15-17 July 2015
First page
1516
Last page
1521
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
DOI
https://doi.org/10.1109/ECC.2015.7330753 Open in new window
Project funding
Efficient Integrated Real-time Monitoring and Control of Drinking Water Networks
Operación Eficiente de Infraestructuras Críticas (ECOCIS)
Repository
http://hdl.handle.net/2117/84797 Open in new window
URL
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7330753 Open in new window
Abstract
Wind turbines working close to other turbines experience interactions that affect the power production. These interactions arise as a consequence of wakes caused by upstream wind turbines. In order to achieve a more effective and precise control of the power generated by wind farms, the control strategy must consider these interactions. However, the phenomena involved in wake effects are complex especially in cases of large number of turbines. This paper presents the implementation of a gradient...
Citation
Barreiro, J., Ocampo-Martinez, C.A., Bianchi, F., Quijano, N. Model-free control for wind farms using a gradient estimation-based algorithm. A: European Control Conference. "2015 European Control Conference (ECC 2015): Linz, Austria, 15-17 July 2015". Linz: Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 1516-1521.
Keywords
evolutionary game theory, gradient estimation, population dynamics, power generation control. model-free control
Group of research
CS2AC-UPC - Supervision, Safety and Automatic Control
SAC - Advanced Control Systems

Participants

  • Barreiro Gomez, Julian  (author and speaker )
  • Ocampo Martinez, Carlos A.  (author and speaker )
  • Bianchi, Fernando Daniel  (author and speaker )
  • Quijano Silva, Nicanor  (author and speaker )