Optimizing control actions of a control system via automatic dimensionality reduction of a mathematical representation of the control system

A Zadorojniy - US Patent 11,487,922, 2022 - Google Patents
(57) ABSTRACT A method for automatically reducing the dimensionality of a mathematical
representation of a controlled application system is provided. The method includes …

Wastewater and effluent separation and treatment systems

KG Kleinguetl, BA Jackson, LJ Herskowitz… - US Patent …, 2022 - Google Patents
Automated systems and methods for treating wastewater or effluent are provided. In some
embodiments, the methods include: using a set of sensors to measure one or more …

Cost benefit index

VV Rajasekharan, R Young - US Patent App. 17/174,888, 2022 - Google Patents
An embodiment provides a method, including: receiving, at an electronic device, a data set
comprising measured values for a plurality of parameters associated with an upcoming …

Reward to risk ratio maximization in operational control problems

A Zadorojniy, T Osogami - US Patent 11,947,323, 2024 - Google Patents
A computer-implemented method comprising: receiving data associated with an operational
control problem; formulating the operation control problem as an optimization problem; …

Generating logically-represented policy for control systems operating based on constrained Markov decision process (CMDP) models

A Zadorojniy, YA Feldman, LN Hoang - US Patent 12,061,450, 2024 - Google Patents
A control system, computer program product, and method for generating a logically-
represented policy for a control system operating based on a CMDP model are provided …