APPARATUS, SYSTEM, AND METHOD FOR DETERMINING AND IMPLEMENTING ESTIMATE RELIABILITY

Patent №

US 7,484,357

Granted

2009-02-03

Filed 2005

Owner

CUMMINS, INC.

Lab

AI components

1

ml

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11227060

An apparatus, system, and method are disclosed for determining the reliability of an estimate such as particulate accumulation on a diesel particulate filter, weighing the estimate according to a function of its reliability, weighing a prediction of particulate accumulation on the filter according to a function of the estimate's reliability, and combining the weighted estimate and weighted prediction to determine a combined particulate load estimate. The degree of reliability can be expressed as a trust factor, and a function of the trust factor can be used in a low-pass filter of the estimate. The trust factor value depends on filter air flow and particulate distribution in one embodiment. Regeneration of the particulate filter may be initiated depending on the value of the combined particulate load estimate.

Machine learningF01N 11/002F01N 3/035F01N 3/2033F01N 3/2053F01N 9/002F01N 9/005F01N 9/007F01N 13/009+7 more

AI classification

Machine learning0.99
Vision0.35
Planning0.21
Knowledge representation0.02
Speech0.00
Natural language0.00
AI hardware0.00
Evolutionary computation0.00

Ownership

CUMMINS, INC.

assignment · 171850794

Assignors

DOLLMEYER, THOMAS A., SHOOK, PATRICK J., WILLS, J. STEVE, WILLS, JOAN

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

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