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. 13, 2026

Filed:

Mar. 24, 2022
Applicant:

Huaneng Shanghai Shidongkou Second Power Plant, Shanghai, CN;

Inventors:

Liren Zhou, Shanghai, CN;

Siqin Chen, Shanghai, CN;

Muou Chen, Shanghai, CN;

Tianyi Sun, Shanghai, CN;

Xiumin Zhong, Shanghai, CN;

Xuehai Wang, Shanghai, CN;

Jiawei Chen, Shanghai, CN;

Huixian Chen, Shanghai, CN;

Jianhui Guo, Shanghai, CN;

Chunyan Huang, Shanghai, CN;

Shansen Wu, Shanghai, CN;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 30/27 (2020.01); G06N 3/048 (2023.01); G06Q 30/0202 (2023.01);
U.S. Cl.
CPC ...
G06Q 30/0202 (2013.01); G06F 30/27 (2020.01); G06N 3/048 (2023.01);
Abstract

A computer-implemented method for predicting coal quality of coal mill based on neural network is provided. The method includes: establishing a prediction model based on a neural network structure; importing cleaned coal mill data for model training; connecting the trained prediction model with a distributed control system (DCS) in real time; calculate online the running coal type of the coal mill; and determining the real-time running coal quality of the coal mill according to the calculation results.


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