Intelligent optimal control based on CBR for fused magnesia production

WU Yongjian; ZHANG Li; YUE Heng; CHAI Tianyou

您当前的位置：

首页 >

文章列表页 >

Intelligent optimal control based on CBR for fused magnesia production

更新时间：2025-12-10

- Intelligent optimal control based on CBR for fused magnesia production
- CIESC Journal Issue 7, Pages: 1686-1690(2008)
- 作者机构：
  
  1. 东北大学自动化中心
  2. 沈阳化工学院
- 作者简介：
- 基金信息：
- DOI：
  CLC：
- Online First：05 July 2008，
  
  Published：05 July 2008
- 稿件说明：
移动端阅览
WU Yongjian, ZHANG Li, YUE Heng, et al. Intelligent optimal control based on CBR for fused magnesia production[J]. CIESC Journal, 2008, (7): 1686-1690.
DOI：

WU Yongjian, ZHANG Li, YUE Heng, et al. Intelligent optimal control based on CBR for fused magnesia production[J]. CIESC Journal, 2008, (7): 1686-1690. DOI：

摘要

电熔镁炉是生产电熔镁砂的主要设备之一，电熔镁砂冶炼过程具有非线性、强耦合、随机干扰严重等特点，传统的控制算法无法满足控制要求，本文提出了一种将案例推理与规则推理相结合的智能优化控制方法，详细阐述了基于规则的冶炼电流设定技术和基于案例推理的电熔镁炉冶炼电流补偿技术，研制了电熔镁炉智能优化控制系统，成功应用于国内某企业的电熔镁炉上，取得了满意的控制效果和明显的经济效益。

Abstract

The electro-fused magnesia furnace is one of the main equipment used to produce electro-fused magnesia. Aimed at multiple variables

strong nonlinearity and coupling among variables

as well as strong random disturbance of the fused magnesia production process

an intelligent optimal control strategy based on the integration of case-based reasoning and rule-base reasoning was proposed. First

the technical process of fused magnesia production was introduced. Next

the intelligent optimal control strategy including the optimal set model based on rule-based reasoning and the optimal set compensation based on case-based reasoning was discussed in detail. Finally，the intelligent optimal control system was developed and successfully applied to a real fused magnesia production process. The proposed intelligent optimal control strategy demonstrated reliable

accurate and timely control performance.

关键词

Keywords

references

Views

305

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Two-stage case-based reasoning for molten iron dynamic scheduling system oriented iron-steel correspondence

Intelligent fault prediction system of combustion process in shaft furnace

Case based reasoning framework for automating HAZOP analysis

Study on dissolution kinetics of erythromycin thiocyanate

Analysis of flow field characteristics and mixing performance of different SK-type static mixers

Related Author

HUANG Hui

CHAI Tianyou

ZHENG Binglin

LUO Xiaochuan

ZHANG Hong

YAN Aijun

WANG Pu

ZENG Yu

Related Institution

东北大学流程工业综合自动化教育部重点实验室

东北大学自动化研究中心

北京工业大学电子信息与控制工程学院

北京华深科技发展有限公司

北京化工大学信息科学与技术学院

⁰