Device operation optimization method and system

A technology of equipment operation and optimization method, which is applied in the direction of transmission system, digital transmission system, electrical components, etc. It can solve problems such as no specific solution and inability to directly control target parameters subjectively, so as to achieve the effect of optimizing the operation of equipment

Active Publication Date: 2019-01-04
MIXLINKER NETWORKS INC
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0003] In actual operation, the operation of the equipment will not be carried out completely according to the ideas of the designer and the user. There are a series of target parameters that cannot be directly and subjectively controlled. Therefore, how to accurately find these relevant target parameters and adjust and improve them is an important issue in the industry. There is no specific solution yet

Method used

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  • Device operation optimization method and system
  • Device operation optimization method and system

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Embodiment Construction

[0065] The embodiment of the present application provides a method and system for optimizing equipment operation, which are used to optimize equipment operation.

[0066] In order to enable those skilled in the art to better understand the solution of the present application, the technical solution in the embodiment of the application will be clearly and completely described below in conjunction with the accompanying drawings in the embodiment of the application. Obviously, the described embodiment is only It is an embodiment of a part of the application, but not all of the embodiments. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without creative efforts shall fall within the scope of protection of this application.

[0067] The terms "first", "second", "third", "fourth" and the like in the description and claims of the present application and the above drawings are used to distinguish similar objects, bu...

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Abstract

The embodiment of the application discloses a device operation optimization method and system, thereby realizing optimization of the device operation. The method comprises: target parameters and controllable parameters of device operation are obtained, wherein at least two controllable parameters are obtained; a correlation coefficient matrix of the controllable parameters is calculated; a featurevalue and a feature vector of the correlation coefficient matrix are calculated; according to the feature value and the feature vector of the correlation coefficient matrix, principal components of the controllable parameters are determined by using a principal component analysis method and a principal component evaluation model is generated; a load factor matrix is calculated according to the principal components in the controllable parameters; the load factor matrix is substituted into the principal component evaluation model reversely and a target correlation coefficient is screened; and afunctional relational expression between the target parameter and a target controllable parameter is determined by using a multivariate polynomial. Therefore, a multivariate polynomial function is fitted by using the target controllable parameter as an independent variable and the target parameter as a dependent variable, so that the optimization of the device operation is realized.

Description

technical field [0001] The present application relates to the field of industrial internet of things, in particular to a method and system for optimizing equipment operation. Background technique [0002] Industrial equipment refers to industrial production equipment and various machine tools, such as boilers, compressors, generator sets, heat pumps, frequency converters, charging piles, water treatment equipment, charging piles, new energy vehicles, etc., as well as their external connections and various device, sensor or component. [0003] In actual operation, the operation of the equipment will not be carried out completely according to the ideas of the designer and the user. There are a series of target parameters that cannot be directly and subjectively controlled. Therefore, how to accurately find these relevant target parameters and adjust and improve them is an important issue in the industry. There is no specific solution yet. Contents of the invention [0004]...

Claims

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Application Information

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IPC IPC(8): H04L12/24H04L29/08
CPCH04L41/0823H04L41/145H04L67/12
Inventor 吴刚肖俊河
Owner MIXLINKER NETWORKS INC
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