SWITCH GAIN SCHEDULED EXPLICIT MODEL PREDICTIVE CONTROL OF DIESEL ENGINES

Patent №

US 9,765,621

Granted

2017-09-19

Filed 2014

Owner

TOYOTA MOTOR ENGINEERING & MANUFACTURING NORTH AMERICA, INC.

+2 more

Lab

AI components

3

ml · planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14519760

A method for controlling an internal combustion engine using a controller that controls an air flow path by adjusting at least one of a variable geometry turbine (VGT) and an exhaust gas recirculation (EGR) flow rate during engine operation. The method determines inputs, such as engine speed and fuel rate from the sensor data, and employs a switch based gain-scheduled explicit model predictive controller (MPC) responsive to the inputs to determine the air flow path.

Machine learningPlanningEvolutionary computationF01B 25/10F02D 41/0007F02D 41/005F02D 41/1406G05B 13/041F02D 2041/1412F02D 2041/1433Y02T 10/12+1 more

AI classification

Planning1.00
Evolutionary computation0.95
Machine learning0.88
AI hardware0.23
Knowledge representation0.00
Speech0.00
Natural language0.00
Vision0.00

Ownership

TOYOTA MOTOR ENGINEERING & MANUFACTURING NORTH AMERICA, INC.

assignment · 339950302

THE REGENTS OF THE UNIVERSITY OF MICHIGAN

assignment · 339950302

TOYOTA JIDOSHA KABUSHIKI KAISHA

assignment · 438700264

Assignors

HUANG, MIKE, KOLMANOVSKY, ILYA

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

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