Control of the flow behind a backward-facing step by visual feedback
arXiv:1306.4554 · doi:10.1098/rspa.2013.0404
Abstract
The separated flow downstream a backward-facing step is controlled using visual information for feedback. This is done when looking at the flow from two vantage points. Flow velocity fields are computed in real-time and used to yield inputs to a control loop. This approach to flow control is shown to be able to control the detached flow in the same way as has been done before by using the area of the recirculation region downstream the step as input for a gradient descent optimization scheme. Visual feedback using real-time computations of 2D velocity fields also allows for novel inputs to the feedback scheme. As a proof of concept, the spatially averaged value of the swirling strength is successfully used as input for an automatically tuned PID controller.
References in corpus (1)
Cited by in corpus (7)
- Closed-loop separation control using machine learning
- Closed-loop separation control over a sharp edge ramp using Genetic Programming
- Proof-of-concept Study of Sparse Processing Particle Image Velocimetry for Real Time Flow Observation
- Robust and fast online identification of streamwise vortices properties for closed-loop control purposes
- Optimal control of a separated boundary-layer flow over a bump
- Rare-event detection in a backward-facing-step flow using live optical-flow velocimetry: observation of an upstream jet burst
- High Resolution and High-Speed Live Optical Flow Velocimetry