摘要
将风力机有效风速的估计作为软测量问题,提出了基于支持向量机的有效风速软测量模型。仿真结果表明,支持向量机是软测量建模的有效方法,有效风速的估计能较好地跟踪有效风速的变化趋势,并具有较高的泛化能力和估计精度。
The effective wind speed estimation was considered as soft sensor. Soft sensor modeling for effective wind speed was proposed based on support vector machine. Simulation results show support vector machine is an effective method for soft sensor modeling. Effective wind speed estimation can exactly track the trend of wind speed and has high estimation precision.
出处
《太阳能学报》
EI
CAS
CSCD
北大核心
2006年第4期321-325,共5页
Acta Energiae Solaris Sinica
关键词
支持向量机
风力发电机组
变桨距
有效风速
软测量
support vector machine
wind turbines
variable pitch
effective wind speed
soft sensor
