AIRFLOW CONTROL SYSTEMS AND METHODS USING MODEL PREDICTIVE CONTROL

Patent №

US 9,765,703

Granted

2017-09-19

Filed 2013

Owner

GM GLOBAL TECHNOLOGY OPERATIONS LLC

Lab

AI components

2

ml · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13911156

A torque requesting module generates a first torque request for a spark ignition engine based on driver input. A torque conversion module converts the first torque request into a second torque request. A setpoint control module generates air and exhaust setpoints for the spark ignition engine based on the second torque request. A model predictive control (MPC) module identifies sets of possible target values based on the air and exhaust setpoints, generates predicted parameters based on a model of the spark ignition engine and the sets of possible target values, respectively, selects one of the sets of possible target values based on the predicted parameters, and sets target values based on the possible target values of the selected one of the sets. A throttle actuator module controls opening of a throttle valve based on a first one of the target values.

Machine learningPlanningF02D 11/105F02D 41/0007F02D 41/005F02D 41/1406F02D 2041/001F02D 2041/1412F02D 2041/1433F02D 2250/18+2 more

AI classification

Planning1.00
Machine learning0.90
Evolutionary computation0.11
Natural language0.02
AI hardware0.00
Knowledge representation0.00
Vision0.00
Speech0.00

Ownership

GM GLOBAL TECHNOLOGY OPERATIONS LLC

assignment · 308280001

From the same owner

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