SYSTEM AND METHOD FOR DETERMINING TARGET ACTUATOR VALUES OF AN ENGINE USING MODEL PREDICTIVE CONTROL WHILE SATISFYING EMISSIONS AND DRIVABILITY TARGETS AND MAXIMIZING FUEL EFFICIENCY

Patent №

US 9,909,481

Granted

2018-03-06

Filed 2015

Owner

GM GLOBAL TECHNOLOGY OPERATIONS LLC

Lab

AI components

4

ml · kr · planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14964680

A system according to the present disclosure includes a model predictive control (MPC) module and an actuator module. The MPC module generates a set of possible target values for an actuator of an engine and predicts an operating parameter for the set of possible target values. The predicted operating parameter includes an emission level and/or an operating parameter of an exhaust system. The MPC module determines a cost for the set of possible target values and selects the set of possible target values from multiple sets of possible target values based on the cost. The MPC module determines whether the predicted operating parameter for the selected set satisfies a constraint and sets target values to the possible target values of the selected set when the predicted operating parameter satisfies the constraint. The actuator module controls an actuator of an engine based on at least one of the target values.

Machine learningKnowledge representationPlanningEvolutionary computationF01N 9/005F01N 3/2066F01N 11/00F02D 41/1406F02D 41/1438F02D 41/26G05B 13/048F01N 2900/1602+10 more

AI classification

Planning1.00
Knowledge representation0.85
Machine learning0.84
Evolutionary computation0.73
AI hardware0.03
Natural language0.00
Vision0.00
Speech0.00

Ownership

GM GLOBAL TECHNOLOGY OPERATIONS LLC

assignment · 376710155

Assignors

SUN, MIN, LI, SHIFANG, CIANFLONE, FRANCESCO, NALBONE, PAOLO

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

From the same owner

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