DocumentCode
1397334
Title
A Study of the Prediction Requirements in Real-Time Control of Wave Energy Converters
Author
Fusco, Francesco ; Ringwood, John V.
Author_Institution
Centre for Ocean Energy Res., Nat. Univ. of Ireland Maynooth, Maynooth, Ireland
Volume
3
Issue
1
fYear
2012
Firstpage
176
Lastpage
184
Abstract
It is widely acknowledged that real-time control of wave energy converters (WECs) can benefit from prediction of the excitation force. The prediction requirements (how far ahead into the future do we need to predict?) and the achievable predictions (how far ahead can we predict?) are quantified when unconstrained reactive control is implemented. The fundamental properties of the floating system that influence the length of the required forecasting horizon, as well as the achievable prediction, are characterized. The possibility of manipulating the control, based on prior knowledge of the wave spectral distribution, is also proposed for the reduction of the prediction requirements, such that they are within the range of predictability offered by simple stochastic predictors. The proposed methodology is validated on real wave data and heaving buoys with different geometries.
Keywords
power generation control; stochastic processes; wave power generation; WEC control; excitation force prediction; floating system; forecasting horizon; predictability; prediction requirements reduction; real-time wave energy converter control; stochastic predictor; unconstrained reactive control; wave spectral distribution; Control systems; Force; Forecasting; Fourier transforms; Impedance; Predictive models; Real time systems; Optimal control; predictive control; wave energy; wave forecasting;
fLanguage
English
Journal_Title
Sustainable Energy, IEEE Transactions on
Publisher
ieee
ISSN
1949-3029
Type
jour
DOI
10.1109/TSTE.2011.2170226
Filename
6102286
Link To Document