Abstract
The objective of the paper is to develop a novel intelligent pitch control system of a 2MW wind turbine driven by variable-speed hydraulic pump-controlled system. For realizing the intelligent pitch controller, self-organizing fuzzy sliding mode control, which combines fuzzy sliding mode control and self-organizing modifier, is proposed. In order to verify the proposed concept experimentally, a full-scale test rig of the hydraulic pitch control system of a 2MW wind turbine blades, including a novel mechanism of pitch control, a variable-speed hydraulic pump-controlled system, a disturbance system and a PC-Based control system, are designed and set up. The variable-speed pump-controlled hydraulic servo system contains an AC servo motor and a constant displacement hydraulic piston pump. In order to compare the control performance, the pitch control experiments by fuzzy sliding mode control and by self-organizing fuzzy sliding mode control are implemented respectively for different path profiles and different disturbance torque. Finally, the experimental results clarify that the pitch control controlled by self-organizing fuzzy sliding mode control can perform better than that controlled by fuzzy sliding mode control.
Original language | English |
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Pages (from-to) | 89-96 |
Number of pages | 8 |
Journal | International Journal of Fuzzy Systems |
Volume | 14 |
Issue number | 1 |
DOIs | |
State | Published - 1 Mar 2012 |
Keywords
- Path control
- Path-positioning control
- Pitch control
- Self-organizing fuzzy sliding mode control
- Variable-speed hydraulic pumpcontrolled system
- Wind turbine