.png){kind=icon}
.png){kind=icon}
Return
Coupled calibration-control method for complex systems
.png){kind=icon}
OA
AI
DOI：10.1103/PhysRevResearch.6.L022063.png)
.png){kind=icon}
Original request for help.png){kind=icon}
Share.png){kind=icon}
Save
Abstract
En 中文
We formulate the calibration-control dilemma which occurs in most interesting out-of-equilibrium dynamical systems in the natural and social sciences. Despite a lack of knowledge of the main control parameters, standard control methodology assumes that calibration can determine them. They are, however, obfuscated by the existence of control, leading to large undesired intermittent bursts, crises, and instabilities. By merging parameter calibration and control in a data assimilation framework, our joint calibration-control method nearly matches the performance achieved with complete knowledge of the system parameters, as demonstrated by both analytical and numerical simulations. This paves the way toward more versatile control of complex systems.
Journal
IF:
4.2
Papers:
7.6K
Citations:
2.7W
Organization
No organization information available