Closed-loop turbulence control: Progress and challenges
SL Brunton, BR Noack - Applied Mechanics …, 2015 - asmedigitalcollection.asme.org
Closed-loop turbulence control is a critical enabler of aerodynamic drag reduction, lift
increase, mixing enhancement, and noise reduction. Current and future applications have …
increase, mixing enhancement, and noise reduction. Current and future applications have …
Dynamics and stability of lean-premixed swirl-stabilized combustion
Combustion instability remains a critical issue limiting the development of low-emission,
lean-premixed (LPM) gas turbine combustion systems. The present work provides a …
lean-premixed (LPM) gas turbine combustion systems. The present work provides a …
[KNJIGA][B] Data-driven science and engineering: Machine learning, dynamical systems, and control
SL Brunton, JN Kutz - 2022 - books.google.com
Data-driven discovery is revolutionizing how we model, predict, and control complex
systems. Now with Python and MATLAB®, this textbook trains mathematical scientists and …
systems. Now with Python and MATLAB®, this textbook trains mathematical scientists and …
Disturbance observer-based robust control and its applications: 35th anniversary overview
Disturbance observer (DOB) has been one of the most widely used robust control tools since
it was proposed by Ohnishi in 1983. This paper introduces the origins of DOB and presents …
it was proposed by Ohnishi in 1983. This paper introduces the origins of DOB and presents …
Simulation intelligence: Towards a new generation of scientific methods
The original" Seven Motifs" set forth a roadmap of essential methods for the field of scientific
computing, where a motif is an algorithmic method that captures a pattern of computation …
computing, where a motif is an algorithmic method that captures a pattern of computation …
Data-driven sparse sensor placement for reconstruction: Demonstrating the benefits of exploiting known patterns
Optimal sensor and actuator placement is an important unsolved problem in control theory.
Nearly every downstream control decision is affected by these sensor and actuator …
Nearly every downstream control decision is affected by these sensor and actuator …
Certainty equivalence is efficient for linear quadratic control
We study the performance of the certainty equivalent controller on Linear Quadratic (LQ)
control problems with unknown transition dynamics. We show that for both the fully and …
control problems with unknown transition dynamics. We show that for both the fully and …
[KNJIGA][B] Machine learning control-taming nonlinear dynamics and turbulence
This book is an introduction to machine learning control (MLC), a surprisingly simple model-
free methodology to tame complex nonlinear systems. These systems are assumed to be …
free methodology to tame complex nonlinear systems. These systems are assumed to be …
[KNJIGA][B] Stochastic models, estimation, and control
PS Maybeck - 1982 - books.google.com
Page 1 MATHEMATICS IN SCIENCE AND ENGINEERING Volume 141-3 Stochastic Models,
Estimation, and Control Volume 3 Peter S. Maybeck Page 2 Stochastic models, estimation, and …
Estimation, and Control Volume 3 Peter S. Maybeck Page 2 Stochastic models, estimation, and …
[KNJIGA][B] Essentials of robust control
Robustness of control systems to disturbances and uncertainties has always been the
central issue in feedback control. Feedback would not be needed for most control systems if …
central issue in feedback control. Feedback would not be needed for most control systems if …