FOURIER TRANSFORM INFRARED (FTIR) CHEMOMETRIC METHOD TO DETERMINE CETANE NUMBER OF DIESEL FUELS CONTAINING FATTY ACID ALKYL ESTER ADDITIVES

Patent №

US 7,420,170

Granted

2008-09-02

Filed 2007

Owner

EXXONMOBIL RESEARCH AND ENGINEERING COMPANY

Lab

AI components

2

ml · nlp

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11651184

The present invention is a method to determine the cetane number of a diesel fuel containing a fatty acid alkyl ester including determining the infrared spectrum of the fuel and correlating the spectrum to the cetane number using a multivariate-based Mid-FTIR model. The fatty acid alkyl ester may be rapeseed methyl ester and the infrared spectrum includes the frequency ranges 4900-3500 cm−1 and 2200-1624 cm−1 or the frequency ranges 4900-3500 cm−1 2200-1800 cm−1 and 1700-1624 cm−1.

Machine learningNatural languageG01N 33/2829C10L 1/19C10L 10/02G01N 21/3577G01N 2021/3595

AI classification

Machine learning0.99
Natural language0.68
Planning0.21
AI hardware0.05
Evolutionary computation0.02
Vision0.01
Knowledge representation0.01
Speech0.00

Ownership

EXXONMOBIL RESEARCH AND ENGINEERING COMPANY

assignment · 210240640

Assignors

RAMIREZ-ARIZMENDI, LUIS, HAMJE, HEATHER D.

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

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