TY - JOUR
T1 - Intelligent pitch control for a 2mw wind turbine
AU - Chiang, Mao Hsiung
AU - Wang, Ching Sung
AU - Chen, Chang-Sheng
PY - 2012/3
Y1 - 2012/3
N2 - 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.
AB - 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.
KW - Path control
KW - Path-positioning control
KW - Pitch control
KW - Self-organizing fuzzy sliding mode control
KW - Variable-speed hydraulic pumpcontrolled system
KW - Wind turbine
UR - http://www.scopus.com/inward/record.url?scp=84860350189&partnerID=8YFLogxK
U2 - 10.30000/IJFS.201203.0009
DO - 10.30000/IJFS.201203.0009
M3 - Article
AN - SCOPUS:84860350189
SN - 1562-2479
VL - 14
SP - 89
EP - 96
JO - International Journal of Fuzzy Systems
JF - International Journal of Fuzzy Systems
IS - 1
ER -