Using particle filters to track wind turbine wakes for improved wind plant controls.
Paul A. FlemingPieter M. O. GebraadMatthew J. ChurchfieldJan-Willem van WingerdenAndrew K. ScholbrockPatrick J. MoriartyPublished in: ACC (2014)
Keyphrases
- wind turbine
- particle filter
- wind speed
- power plant
- wind power
- tracking framework
- wind energy
- visual tracking
- particle filtering
- object tracking
- multiple object tracking
- state estimation
- wind farm
- monte carlo
- multiple target tracking
- power generation
- kalman filter
- tracking scheme
- mean shift
- fault diagnosis
- robust tracking
- sequential monte carlo
- appearance model
- abrupt motion
- importance sampling
- observation model
- data association
- motion model
- short term
- state space
- estimation problems
- bayesian filtering
- renewable energy
- long term
- learning algorithm
- soft computing
- articulated body
- probability distribution
- image sequences