Subtractive clustering algorithm based operation pattern extraction and migration reconfiguration of coke oven collector pressure

WANG Jiesheng; GAO Xianwen; LIU Lin

doi:10.3969/j.issn.0438-1157.2013.12.030

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Subtractive clustering algorithm based operation pattern extraction and migration reconfiguration of coke oven collector pressure

更新时间：2025-12-10

- Subtractive clustering algorithm based operation pattern extraction and migration reconfiguration of coke oven collector pressure
- CIESC Journal Issue 12, Pages: 4468-4473(2013)
- 作者机构：
  
  1. 东北大学信息科学与工程学院,辽宁,沈阳,110004
  2. 辽宁科技大学电子与信息工程学院,辽宁,鞍山,114044
- 作者简介：
- 基金信息：
- DOI：10.3969/j.issn.0438-1157.2013.12.030
  CLC： P273.2
- Online First：05 December 2013，
  
  Published：05 December 2013
- 稿件说明：
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WANG Jiesheng, GAO Xianwen, LIU Lin. Subtractive clustering algorithm based operation pattern extraction and migration reconfiguration of coke oven collector pressure[J]. CIESC Journal, 2013, (12): 4468-4473.
DOI：

WANG Jiesheng, GAO Xianwen, LIU Lin. Subtractive clustering algorithm based operation pattern extraction and migration reconfiguration of coke oven collector pressure[J]. CIESC Journal, 2013, (12): 4468-4473. DOI： 10.3969/j.issn.0438-1157.2013.12.030.

摘要

基于集气管压力控制特点和生产过程中产生的大量历史数据和以往操作经验的基础上，提出一种基于减法聚类的焦炉集气管压力控制的操作模式提取及迁移重构方法。基于减法聚类算法进行操作模式的提取，最终形成操作模式优化数据库，对压力设定值进行优化，采用基于模型迁移思想的模式重构策略实现操作模式的修正。工业应用试验验证了所提方法的有效性。

Abstract

On the basis of the collector pressure control characteristics

a large number of historical data in production process the operating experiences

an operation pattern extraction and migrating reconfiguration method is proposed based on the subtractive clustering algorithm for controlling coke oven collector pressure.The subtractive clustering algorithm is used to realize the pattern discovery

the pattern rule extraction

eventually forming the optimized operation pattern database in order to optimize the pressure set-points.The pattern reconfiguration strategy based on the model migration ideological is used to carry out the operation pattern revision.The industrial application results demonstrate the effectiveness of the proposed method.

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