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Configuration file recommendation method, device and system

A configuration file and recommendation method technology, applied in the recommendation field, can solve the problems of high cost, high professional requirements of engineers, and low efficiency of drilling fluid formula design.

Active Publication Date: 2020-06-19
THE FOURTH PARADIGM BEIJING TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, this method of artificially designing drilling fluid formula has the problems of high professional requirements for engineers, low efficiency of drilling fluid formula design, and high cost

Method used

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  • Configuration file recommendation method, device and system
  • Configuration file recommendation method, device and system
  • Configuration file recommendation method, device and system

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0135] In this embodiment, a method for recommending configuration files is provided. The recommended method of the profile may be implemented by the electronic device. The electronic device can be as figure 1 Electronic device 1000 is shown.

[0136] according to figure 2 As shown, the method for recommending configuration files in this embodiment may include the following steps S2100-S2400:

[0137] Step S2100, acquiring parameter ranges of various configuration items in the configuration file and constraint values ​​of multiple indicators used to measure the performance of the configuration file.

[0138] In one embodiment of the present invention, the performance of the configuration file is determined by the parameters of the configuration items in the configuration file.

[0139] In an embodiment of the present invention, the configuration file may be a recipe of a mixture, and the form of the mixture may be at least one of solid, liquid and gas. For example, the c...

Embodiment 2

[0188] On the basis of the first embodiment above, the method may also include the step of training a machine learning model, which may specifically include the following steps: image 3 Steps S3100-S3300 shown:

[0189] Step S3100, obtaining multiple historical configuration files and the actual value of each index corresponding to each historical configuration file.

[0190] In an embodiment of the present invention, the historical configuration file may be a configuration file that has undergone a production experiment, therefore, the actual value of each indicator corresponding to the historical configuration file may be obtained.

[0191] In step S3200, a plurality of training samples are obtained according to the historical configuration file and the actual value of the index, and each training sample includes a one-to-one correspondence between the vector value of the parameter vector and the actual value of each index.

[0192] Specifically, according to each historic...

Embodiment 3

[0217] On the basis of the first or second embodiment above, the method may further include: obtaining the actual value of each index corresponding to the vector value of the recommended parameter vector; combining the vector value of the recommended parameter vector with the actual value of each index The values ​​are correspondingly stored in the database.

[0218] On the basis of this embodiment, the method may also include:

[0219] In response to the request for obtaining a configuration file based on the actual value of each index and multiple configuration items, search the database to obtain a corresponding recommended configuration file; and provide the recommended configuration file to the user.

[0220] In one embodiment of the present invention, the database can store the vector values ​​of the parameter vectors corresponding to multiple historical configuration files and the actual value of each index, then, after receiving the actual value based on each index and...

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Abstract

The invention discloses a configuration file recommendation method, device and system. The method comprises the steps that parameter ranges of multiple configuration items in a configuration file andconstraint values of multiple indexes used for measuring the performance of the configuration file are acquired; generating vector values of a plurality of groups of parameter vectors according to theparameter range of the configuration item; wherein the parameter vector is a vector formed by configuration items according to a set sequence; based on a preset machine learning model corresponding to each index, selecting a vector value of a recommended parameter vector according to the constraint value of the corresponding index and the vector values of the multiple groups of parameter vectors;and determining a recommended configuration file according to the vector value of the recommended parameter vector, and providing the recommended configuration file for the user.

Description

technical field [0001] The present invention relates to the technical field of recommendation, and more specifically, to a configuration file recommendation method, a configuration file recommendation device, a system including at least one computing device and at least one storage device, and a computer-readable storage medium . Background technique [0002] Drilling fluid is an important material in drilling operations. It is responsible for moving and suspending cuttings, cooling the drill bit, reducing friction of the rotating column, stabilizing and strengthening the well wall, preventing bottom fluid from flowing into the well, transmitting water power, and providing address information. important function. The properties of drilling fluid mainly include: density, viscosity, shear force, fluid loss, filter cake, sand content, solid phase content, pH value, etc. These properties affect the quality of drilling work, efficiency and production safety. According to diffe...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/06G06Q10/04G06N20/00G06Q50/02
CPCG06Q10/06393G06Q10/04G06N20/00G06Q50/02Y02P90/30
Inventor 王梦硕涂威威
Owner THE FOURTH PARADIGM BEIJING TECH CO LTD