Short-term prediction models for wind speed and wind power
- Resource Type
- Conference
- Authors
- Bai, Guangxing; Ding, Yanwu; Yildirim, Mehmet Bayram; Ding, Yan-Hong
- Source
- The 2014 2nd International Conference on Systems and Informatics (ICSAI 2014) Systems and Informatics (ICSAI), 2014 2nd International Conference on. :180-185 Nov, 2014
- Subject
- Bioengineering
Components, Circuits, Devices and Systems
Computing and Processing
Robotics and Control Systems
Signal Processing and Analysis
Wind speed
Predictive models
Wind power generation
Computational modeling
Biological neural networks
Time series analysis
Power prediction
wind speed prediction
time series model
neural networks
- Language
This paper discusses the short-term prediction of wind power and wind speed. The test data is collected at a wind power station in 30 seconds interval. A time-series model and a neural network prediction model are applied for predicting the wind speed and wind power predictions. The performances of prediction of different time points are compared.