98 citations · 248 across the 3 of their papers we have counts for
4 papers
Artificial intelligence control of a turbulent jet
Yu Zhou, Dewei Fan, Bingfu Zhang +2
An artificial intelligence (AI) control system is developed to maximize the mixing rate of a turbulent jet. This system comprises six independently operated unsteady minijet actuat…
Jet mixing optimization using machine learning control
Zhi Wu, Fan Dewei, Yu Zhou +2
We experimentally optimize mixing of a turbulent round jet using machine learning control (MLC) following Li et al (2017). The jet is manipulated with one unsteady minijet blowing…
Linear genetic programming control for strongly nonlinear dynamics with frequency crosstalk
Ruiying Li, Bernd R. Noack, Laurent Cordier +3
We advance Machine Learning Control (MLC), a recently proposed model-free control framework which explores and exploits strongly nonlinear dynamics in an unsupervised manner. The a…
Drag reduction of a car model by linear genetic programming control
Ruiying Li, Bernd R. Noack, Laurent Cordier +4
We investigate open- and closed-loop active control for aerodynamic drag reduction of a car model. Turbulent flow around a blunt-edged Ahmed body is examined at $Re_{H}\approx3\tim…