US 2023/0408997 A1 · LIFTED PREDICTIVE MODELING AND CONTROL FOR DIGITAL TWIN SYSTEM OPTIMIZATION

Abstract

Various of the disclosed embodiments provide systems and methods for creating, deploying, and monitoring “lifted” controller systems able to operate in challenging environments expressing complicated dynamics. These controller systems may employ operator-based approaches, such as the Koopman Operator, to represent the system's complicated dynamics. Such improved representations may facilitate a variety of benefits, such as longer prediction horizons, more effective system predictions, and improved controls. Exemplary controllers suitable for managing both electromechanical systems, such as vehicles, as well as controllers suitable for managing resource allocation systems, such as healthcare networks, are disclosed. Variations and miscellaneous improvements to the creation, operation, and management of the “lifted” controller systems are likewise provided.

Claims20

Dependent claims

A computer-implemented method for deploying a lifted digital controller, the method comprising:

determining a lifted representation of a digital controller system;
determining lifted controller logic, the lifted controller logic configured to:
interface with the digital controller system;
and
monitor the lifted representation;
and
deploying the lifted controller logic to interact with the digital controller system.

4 more elements

A non-transitory computer-readable medium comprising instructions configured to cause a computer system to perform a method, the method comprising:

determining a lifted representation of a digital controller system;
determining lifted controller logic, the lifted controller logic configured to:
interface with the digital controller system;
and
monitor the lifted representation;
and
deploying the lifted controller logic to interact with the digital controller system.

4 more elements

A computer system comprising:

at least one processor;
and
at least one memory, the at least one memory comprising instructions configured the cause the computer system to perform a method, the method comprising:
determining a lifted representation of a digital controller system;
determining lifted controller logic, the lifted controller logic configured to:
interface with the digital controller system;
and
monitor the lifted representation;
and
deploying the lifted controller logic to interact with the digital controller system.

7 more elements

Dependencies are inferred from the claim text.

Lifted predictive modeling and control for digital twin system optimization

Life of this patent

Lifted predictive modeling and control for digital twin system optimization

Life of this patent

Abstract

Claims20