Artificial Neutral Network Model to Compensate Measure Offset of#br# Liquid Steel Weight System for Consteel Arc Furnace#br#

刘平李建宣何勇岳彤彪

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Artificial Neutral Network Model to Compensate Measure Offset of#br# Liquid Steel Weight System for Consteel Arc Furnace#br#

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- Artificial Neutral Network Model to Compensate Measure Offset of#br# Liquid Steel Weight System for Consteel Arc Furnace#br#
- Special Steel Vol. 29, Issue 2, Pages: 53-55(2008)
- 作者机构：
  
  贵阳特殊钢有限责任公司,贵阳,550005
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- Online First：20 January 2023，
  
  Published：20 January 2008
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刘平李建宣何勇岳彤彪. Artificial Neutral Network Model to Compensate Measure Offset of#br# Liquid Steel Weight System for Consteel Arc Furnace#br#[J]. Special Steel, 2008, 29(2): 53-55.
DOI：

刘平李建宣何勇岳彤彪. Artificial Neutral Network Model to Compensate Measure Offset of#br# Liquid Steel Weight System for Consteel Arc Furnace#br#[J]. Special Steel, 2008, 29(2): 53-55. DOI：

摘要

根据Consteel电弧炉的电能、氧气和碳粉消耗，通过建立的BP人工神经网络模型和Madab仿真软件计算补偿因炉衬耐火材料消耗而引起的Consteel电弧炉称重系统测算钢水重量的偏差。结果表明，经过Levevberg- Maxquardt优化算法训练后

BP人工神经网络模型对钢水样本数据还原误差绝对值≤0.000 8 t.

Abstract

Based on consumption of electric power

oxygen and carbon powder of Consteel arc furnace

the offset of measuring of metal weight system for Consteel arc furnace due to consumption of refractory of furnace is compensated by es tablished BP artificial neutral network model and Matlab simulation software calculation. Results showed that the absolute value of metal sample data reduced error was ≤0.000 8 t by Levevberg-Marquadt optimum calculation training with BP ar tificial neutral network model.

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