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根据对210 t钢包吹氩站热状态实验数据和实际生产工艺数据的统计分析可知,吹氩站钢水终点温度的主要影响因素是钢水到站温度和总调温废钢用量以及吹氩精炼时间.本文采用正交设计方法通过对现场实际生产数据进行筛选,选取最具有代表性的数据,进而利用SPSS软件,采用多元回归的方法建立了210 t钢包钢水吹氩站终点温度预报模型.之后通过随机抽取的100组实际生产数据对所建模型进行验证,验证结果表明模型在对吹氩站钢水终点温度预报时,预报误差在±10℃内的正确率达到90%以上,说明此模型具有较好的应用效果.最后,建立吹氩站钢水终点温度预报仿真系统,对模型进行了仿真应用. 相似文献
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BP (Baek Propagation)算法和遗传算法相结合的混合训练方法步骤为:首先用遗传算法定位出一个较好的搜索空间,然后采用BP算法在这个小的解空间中搜索出最优解。分别用遗传算法和混合遗传算法训练100 t电弧炉终点温度神经网络预报模型。仿真结果表明:混合遗传算法有更快的收敛速度和更高的预报命中率。当目标温度的精度范围为±2℃、±4℃、±6℃和±8℃时,BP算法的温度命中率分别为75%、82%、86%和92%,混合遗传算法的温度命中率分别为80%、88%、90%和96%。 相似文献
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电弧炉炼钢成分预报与控制直接影响冶炼时间、产品质量与生产成本,是电弧炉炼钢智能化的重要环节。对转炉、电弧炉副枪检测技术和炉气分析技术进行了分析,探讨了炼钢过程的选择性氧化机理与智能算法在成分预报中的应用。结合熔池流动慢、反应不均衡的动力学条件,讨论了电弧炉炼钢成分预报的难点。在国内外文献综述的基础上,讨论了电弧炉底吹搅拌、氧气射流及电磁流体对钢液流动的影响,提出将电弧炉熔池钢液流动行为的动力学影响和炼钢反应选择性氧化热力学相结合,实现成分实时预测研究的设想,对开展电弧炉炼钢成分预测研究具有指导意义。 相似文献
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实验结果表明,M17铸造高温合金(%:0.16C、8.79Cr、5.79A1、4.93Ti、3.29Mo、15.20Co、0.78V、0.015B、0.073Zr、0.002S、0.001P、0.001 1O、0.001 0N)经25 kg真空感应炉返回重熔后,Si含量随重熔次数的增加而略有增加,合金中主要元素和其它杂质元素S、P、H的含量变化不大,而氧、氮略有增加;合金中初生碳化物由新合金中的草书体逐渐向返回合金块状转变,初生碳化物的遗传性堵塞合金凝固时的补缩通道,使返回料合金的疏松倾向增大,高温塑性下降较大。 相似文献
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<正>Minmetals Resources acquired the world’s largest copper mine under construction for USD5.85 billion.One after another,listed companies Jien Nickle,China Molybdenum and Chihong Zinc and Germanium raised money to get involved in overseas mining projects…SOEs and private enterprises are engaged in a frenzy of overseas mine purchasing.A reporter with Economic 相似文献
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正Judging from China’s copper consumption field,the biggest consumption unit is electric power,which accounts for 47%of total consumption;it is followed by light industry sector,including household electrical appliance,machinery,durable goods and hardware etc,which accounts for 22%of total consumption;followed by transportation field, 相似文献
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《China Nonferrous Metals Monthly》2014,(10)
正In 2013,the Central Geological Prospecting Fund(CGPF)Project newly discovered 15 ore fields,including 3 large above ore fields,and 5medium sized ore fields.The reporter learned from the recently published"Annual Report of Central Geological Prospecting Fund Project(2013)"that,from 2006 to 2013 the CGPF 相似文献
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《China Nonferrous Metals Monthly》2014,(10)
正This year,the investment growth rate of real estate industry continued to slow down,sold area of commercial housing also dropped significantly,which brought huge pressure to the domestic air conditioning manufactures.In the first half of the year,by relying on high growth in national financial expenditure,along with investment in public infrastructure 相似文献
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《China Nonferrous Metals Monthly》2014,(10)
正Kang Yi,Honorary Chairman of China Nonferrous Metals Industry Association,said recently at the Forum on Development of the Non-ferrous Metals Industry in Central and Western China held in Zhengzhou that,as more and more electrolytic aluminum factories in Xinjiang came into operation,the electrolytic aluminum output of Xinjiang had reached2,275,000 tons in the first 7 months this year, 相似文献
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《China Nonferrous Metals Monthly》2014,(12)
正"Xinjiang project has been completed according to schedule,but total completion and total start of production are two different concepts,after completion it still needs a gradual process of reaching production target."On the morning of November 3,Shenhuo Coal Industry and Electricity Power told investors the above statement on the investor interaction platform. 相似文献
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正The reporter learned from Guangdong Province Precious Metal Transaction Center that in 2013the Center maintained healthy development momentum,and had become the second largest precious metal transaction platform in China in terms of market size;currently Guangdong is quickening steps of financial innovation for the Center,aiming to build a transaction center with international core competitiveness. 相似文献