The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jan. 19, 2021

Filed:

Mar. 18, 2018
Applicant:

East China University of Science and Technology, Shanghai, CN;

Inventors:

Daqi Gao, Shanghai, CN;

Zejian Wang, Shanghai, CN;

Xiaoqin Zhang, Shanghai, CN;

Jiamin Song, Shanghai, CN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01N 33/00 (2006.01); G01N 1/24 (2006.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G01N 33/0001 (2013.01); G01N 1/24 (2013.01); G01N 33/0006 (2013.01); G01N 33/0031 (2013.01); G01N 33/0036 (2013.01); G01N 33/0098 (2013.01); G06N 3/08 (2013.01);
Abstract

Provided is a sensory quality evaluation method for tobacco and tobacco products using an electronic nose instrument. The electronic nose instrument includes a gas sensor array module, an automatic smoke sampling system, a computer control and data analysis system, and an automatic ignition device. These components are integrated in a test box to make the instrument be structure miniaturization and work automation. The large tobacco data is established, in which the relationship between the responses of gas sensor array and the brand labels and sensory quality index scores by testing a large number of standard cigarette samples. A cascade type of modular neural networks is proposed with revised activation function and new decision-making and quantification rules to simulate the smoking and evaluating process of the professional panel. The electronic nose instrument and method realize on-site detection, discrimination and quality score estimation of a large number of tobacco and tobacco products.


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