ADAPTIVE AIR CHARGE ESTIMATION BASED ON SUPPORT VECTOR REGRESSION

Patent №

US 8,880,321

Granted

2014-11-04

Filed 2011

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

13042007

Examples of the present invention include air charge estimation models using linear programming support vector regression (LP-SVR). Air model parameters may be updated during operation of a vehicle, allowing the air model performance to be improved in the presence of part-to-part variation and part aging.

Machine learningPlanningEvolutionary computationG05B 17/02F02D 41/18F02D 41/2432G05B 13/042F02D 41/2451F02D 2041/001F02D 2200/0402F02D 2200/0404+3 more

AI classification

Evolutionary computation1.00
Planning0.98
Machine learning0.82
AI hardware0.10
Natural language0.00
Speech0.00
Knowledge representation0.00
Vision0.00

Ownership

TOYOTA MOTOR ENGINEERING & MANUFACTURING NORTH AMERICA, INC.

assignment · 259110600

THE REGENTS OF THE UNIVERSITY OF MICHIGAN

assignment · 275300276

TOYOTA JIDOSHA KABUSHIKI KAISHA

assignment · 340290262

Assignors

SUN, JING, BUTTS, KENNETH R., FAUST, JACOB EDWARD

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

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