Internal Combustion Engine Control Device

Patent №

US 11,655,791

Granted

2023-05-23

Filed 2021

Owner

HITACHI ASTEMO, LTD.

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17596248

Provided is an internal combustion engine control device capable of reducing a control error of the ignition timing as compared with the conventional technique. The internal combustion engine control device of the present disclosure includes a neural network model that receives three or more variables including at least a rotation speed, a load, and another specific variable of an internal combustion engine as inputs and outputs a control amount of the internal combustion engine. The neural network model includes a first neural network model having a reference value of the specific variable as an input and a second neural network model having a current value of the specific variable as an input. The internal combustion engine control device of the present disclosure corrects a reference value of the control amount calculated based on the rotation speed and the load using a difference or a ratio between the output of the first neural network model and the output of the second neural network model as a correction amount.

Machine learningKnowledge representationPlanningAI hardwareF02P 5/152F02P 17/12F02D 37/02F02D 41/0007F02D 41/1405F02D 41/22F02D 41/2477F02P 5/045+2 more

AI classification

Machine learning1.00
AI hardware0.99
Planning0.88
Knowledge representation0.75
Natural language0.12
Evolutionary computation0.05
Vision0.00
Speech0.00

Ownership

HITACHI ASTEMO, LTD.

assignment · 583230812

Assignors

SUZUKI, KUNIHIKO

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

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