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Vibration fault diagnosis method for medium-speed coal mill

A fault diagnosis and coal mill technology, applied in neural learning methods, measuring devices, instruments, etc., can solve problems such as increased vibration of steam pumps, breakage of tie rods, wear of grinding rollers, etc.

Active Publication Date: 2016-11-23
NORTH CHINA ELECTRIC POWER UNIV (BAODING)
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  • Abstract
  • Description
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  • Application Information

AI Technical Summary

Problems solved by technology

[0002] The large vibration of the coal mill is a type of fault that is very harmful to the safe and stable operation of the unit. The occurrence of a large vibration fault will cause a series of problems: 1) The connecting parts of the coal mill body are loose; 2) The foundation of the coal mill has large vibration It may cause the vibration of the steam pump to increase; 3) The seal of the tie rod is damaged, powder leakage occurs and even the tie rod breaks
There are many possible reasons for the major vibration failure of the coal mill: 1) Coal breakage in the coal mill; 2) Breakage of the lining tile of the grinding disc; 3) Foreign matter (mostly three pieces) in the mill; 4) Serious wear of the grinding roller Wait

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Embodiment Construction

[0061] The technical solutions in the embodiments of the present invention are clearly and completely described below in conjunction with the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0062]In the following description, a lot of specific details are set forth in order to fully understand the present invention, but the present invention can also be implemented in other ways different from those described here, and those skilled in the art can do it without departing from the meaning of the present invention. By analogy, the present invention is therefore not limited to the specific examples disclosed below.

[0063] Such as figure ...

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Abstract

The invention discloses a vibration fault diagnosis method for a medium-speed coal mill and belongs to the coal mill fault diagnosis method technical field. According to the method, fault characteristic analysis is carried out the vibration of the coal mill, so that obtained current of the coal mill is an important monitoring parameter of the vibration fault analysis of the coal mill; four auxiliary variables, namely, the wind pressure of the outlet of a mill, the coal feed quantity of a coal feeder, the primary air quantity of the inlet of the mill, and the temperature of the outlet of the mill, are screened out through the correlation analysis of historical data; the current is predicted through the four variables; and the difference of actually-measured current and the predicted current is obtained; the current residual sequence of the coal mill is adopted to construct the vibration quantity of the coal mill; three-level wavelet packet decomposition is carried out the current residual sequence of the coal mill, so that the energy ratio of eight frequency bands can be obtained; and the energy ratio of two kinds of faults is statistically analyzed, so that the characteristic quantities of a fault that the abrasion of a grinder roller is serious, and a fault that fed objects in the coal mill are abnormal, can be distinguished obviously. The diagnosis method has the advantages of high diagnostic accuracy and good test effect.

Description

technical field [0001] The invention relates to the technical field of fault diagnosis methods for coal pulverizers, in particular to a vibration fault diagnosis method for medium-speed coal pulverizers. Background technique [0002] The large vibration of the coal mill is a type of fault that is very harmful to the safe and stable operation of the unit. The occurrence of a large vibration fault will cause a series of problems: 1) The connecting parts of the coal mill body are loose; 2) The foundation of the coal mill has large vibration It may cause the vibration of the steam pump to increase; 3) The seal of the tie rod is damaged, powder leakage occurs and even the tie rod breaks. There are many possible reasons for the major vibration failure of the coal mill: 1) Coal breakage in the coal mill; 2) Breakage of the lining tile of the grinding disc; 3) Foreign matter (mostly three pieces) in the mill; 4) Serious wear of the grinding roller Wait. However, after investigatio...

Claims

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Application Information

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IPC IPC(8): G01H11/06G06N3/08
Inventor 赵征刘海涛李士哲
Owner NORTH CHINA ELECTRIC POWER UNIV (BAODING)
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