19 citations · 20 across the 4 of their papers we have counts for
4 papers
Smart Skin separation control using distributed-input distributed-output, multi-modal actuators, and machine learning
Songqi Li
Efficient flow separation control represents significant economic benefit. This study applies a machine learning algorithm to minimize flow separation in Smart Skin, a flow control…
Aerodynamic Characterization of a Fan Array Wind Generator
Songqi Li, Yutong Liu, Zhutao Jiang +3
Experimental assessment of safe and precise flight control algorithms for unmanned aerial vehicles (UAVs) under gusty wind conditions requires the capability to generate a large ra…
Machine-learned control-oriented flow estimation for multiactuator multi-sensor systems exemplified for the fluidic pinball
Songqi Li, Wenpeng Li, Bernd R. Noack
We propose the first machine-learned control-oriented flow estimation for multiple-input multiple-output plants. Starting point is constant actuation with open-loop actuation comma…
Pressure-Informed Velocity Estimation in a Subsonic Jet
Songqi Li, Lawrence Ukeiley
This work aims to estimate time-resolved velocity field that is directly associated with pressure fluctuations in a subsonic round jet. To achieve this goal, synchronous measuremen…