ARTIFICIAL OUTPUT REFERENCE FOR MODEL PREDICTIVE CONTROL

Patent №

US 9,388,754

Granted

2016-07-12

Filed 2014

Owner

GM GLOBAL TECHNOLOGY OPERATIONS LLC

Lab

AI components

3

ml · planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14225817

A control system includes a control module that receives a first request corresponding to a control value for at least one of a plurality of actuators, selectively receives a second request associated with a predicted future control value for at least one of the plurality of actuators, determines a target value for the actuator based on the first request if the second request was not received, and generates a reference signal representing the second request if the second request was received. The reference signal indicates at least one of a predicted increase in the control value and a predicted decrease in the control value. A model predictive control module receives the reference signal and adjusts one of the plurality of actuators associated with the predicted future control value based on the reference signal.

Machine learningPlanningEvolutionary computationF02D 37/02B60W 10/06F02D 41/1401F02D 41/1497F02D 2041/1412F02D 2041/1433F02D 2200/1004F02D 2250/18+2 more

AI classification

Planning0.99
Evolutionary computation0.70
Machine learning0.59
Natural language0.06
Vision0.01
Knowledge representation0.01
AI hardware0.00
Speech0.00

Ownership

GM GLOBAL TECHNOLOGY OPERATIONS LLC

assignment · 331060983

Assignors

CYGAN, GARY ROBERT, JR, VERDEJO, JULIAN R., WHITNEY, CHRISTOPHER E., BEMPORAD, ALBERTO, BERNARDINI, DANIELE

On an employer assignment, the assignors are typically the inventors.

From the same owner

© 2026 NYSGPT2525 LLC