Heuristic Method of Automated and Learning Control, and Building Automation Systems Thereof
AssigneePassiveLogic, Inc.
InventorTroy Aaron Harvey
Life of this patent
Estimating the term…
Abstract
Apparatuses, systems, and methods of physical-model based building automation using in-situ regression to optimize control systems are presented. A simulation engine is configured to simulate a behavior or a controlled system using a physical model for the controlled system. A data stream comprises data from a controlled system. A training loop is configured to compare an output of a simulation engine to a data stream using a heuristic so that a physical model is regressed in a manner that the output of the simulation engine approaches the data stream.
Claims20
A controller for adjusting a model of a controlled system, the controller comprising:
- a memory;
- and
- a processor in communication with the memory and configured to:
- receive a data stream from the controlled system;
- simulate a behavior of the controlled system using a physical model of the controlled system to produce a model output;
- compare the model output to the data stream producing a prediction of physical model behavior, and
- use the prediction of the physical model behavior to adjust the physical model.
A method executed by at least one processor for modifying a physical model of a controlled system, the method comprising:
- receiving, by the at least one processor, a data stream from the controlled system;
- simulating a behavior of the controlled system using a physical model of the controlled system to produce a model output,
- comparing the model output to the data stream producing a prediction of physical model behavior, and
- using the prediction of the physical model behavior to adjust the physical model.
A non-transitory machine-readable medium encoded with instructions for execution by a processor for modifying a physical model of a controlled system, the non-transitory machine-readable medium comprising:
- instructions for receiving, by the processor, a data stream from the controlled system;
- instructions for simulating a behavior of the controlled system using a physical model of the controlled system to produce a model output,
- instructions for comparing the model output to the data stream producing a prediction of physical model behavior, and
- instructions for using the prediction of the physical model behavior to adjust the physical model.
Dependencies are inferred from the claim text.