Method for designing ASSEL roll profile based on neurotransmission network technique

A genetic neural network and technical design technology, which is applied in the field of ASSEL roll shape design based on genetic neural network technology, can solve the problems of unsatisfactory steel pipe wall thickness and surface quality, low work efficiency, long design cycle, etc., and achieves rapid convergence learning performance. , the effect of reducing the number of trial rolling and improving the design quality

Inactive Publication Date: 2008-01-30
TIANJIN PIPE GROUP CORP
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Although the German MEER company provided the roll shape diagram of the ASSEL unit, it is extremely inconsistent with the actual production method of small batches, multiple varieties, multiple specifications and a wide range of product structures, especially not satisfying the internal surface qual...

Method used

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  • Method for designing ASSEL roll profile based on neurotransmission network technique
  • Method for designing ASSEL roll profile based on neurotransmission network technique
  • Method for designing ASSEL roll profile based on neurotransmission network technique

Examples

Experimental program
Comparison scheme
Effect test

Embodiment

[0140] Collaborative design is carried out by adjusting parameters. For example, taking 219 roll-type steel pipes as an example, the parameters are as follows:

[0141] 219 hole series

serial number

Capillary outer diameter

Capillary wall thickness

Outer diameter of waste pipe

Waste tube wall thickness

Mandrel diameter

1

2

3

4

5

6

7

8

9

10

11

12

13

14

215

217

220

227

233

235

236

243

245

248

248

250

250

242

13

13

15

17

19

21

21

23

23

25

25

27

28

30

236

236

236

234

234

234

236

236

236

236

236

234

234

230

8

8

10.4

12.48

14.7

16.8

16.8

18.9

18.9

19.57

21

23.1

24.15

26 25

169

169

172

175

178 ...

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Abstract

The invention provides a method based on ASSEL roll shape of a technical design of a genetic neutral network and includes the following steps: (1) first, a roll shape design parameter of the ASSEL unit and a comparison table of rolling technique parameter are used for choosing input/output eigenvector and a parameter estimated model of ASSEL roll shape is established through a reasoning estimated method of the genetic neutral network; (2) the rolling technique parameter is collected on line to deduce appropriate production conditions and the roll shape characteristic parameters of different specifications; (3) the intelligent optimization of the estimated model and geometric parameter can be used for getting reasonable design roll parameter, meanwhile, the parameter can be amended manually and dynamically; (4) finally, Auto CAD software output processing parts graph can be passed. The effect of the present invention is that the characteristic parameter of the roll design is intelligently produced by the method, and the finite representative parameters in the production can be used for predicting and fitting for roll shape processing parameters and technique parameters of different specifications of products. The times of trial rolling can be reduced and the preparation period of technology and manufacture can be shortened.

Description

technical field [0001] The invention relates to a method for designing roll profiles of ASSEL rolls based on genetic neural network technology. Background technique [0002] At present, my country's seamless steel pipes are moving from a big producer to a powerful one. China has the world's most advanced pipe rolling units, but these units are basically fully imported. The speed of absorption, digestion, localization and innovation is relatively slow. The main process technology software and key equipment still rely on imports, forming an introduction-re-introduction model, failing to form a benign situation in which imports promote domestic development. The progress of my country's seamless steel pipe production technology research, development of new varieties and equipment localization lags behind the development of seamless steel pipe production and market demand. [0003] For the new ASSEL unit, the roll is the most important rolling tool. The production practice has...

Claims

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Application Information

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IPC IPC(8): G06F17/50
Inventor 钟锡弟陈希伍家强孙开明庄刚李培达李群袁文寛肖雁陈洪琪顾敬一王惠斌
Owner TIANJIN PIPE GROUP CORP
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