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Mass Balance Modeling for Electric Arc Furnace and Ladle Furnace System in Steelmaking Facility in Turkey 被引量:5
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作者 smail Ekmeki Ya ar Yetisken nal ■amdali 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 2007年第5期1-6,55,共7页
In the electric arc furnace (EAF) steel production processes, scrap steel is principally used as a raw material instead of iron ore. In the steelmaking process with EAF, scrap is first melted in the furnace and then... In the electric arc furnace (EAF) steel production processes, scrap steel is principally used as a raw material instead of iron ore. In the steelmaking process with EAF, scrap is first melted in the furnace and then the desired chemical composition of the steel can be obtained in a special furnace such as ladle furnace (LF). This kind of furnace process is used for the secondary refining of alloy steel. LF furnace offers strong heating fluxes and enables precise temperature control, thereby allowing for the addition of desired amounts of various alloying elements. It also provides outstanding desulfurization at high-temperature treatment by reducing molten steel fluxes and removing deoxidation products. Elemental analysis with mass balance modeling is important to know the precise amount of required alloys for the LF input with respect to scrap composition. In present study, chemical reactions with mass conservation law in EAF and LF were modeled altogether as a whole system and chemical compositions of the final steel alloy output can be obtained precisely according to different scrap compositions, alloying elements ratios, and other input amounts. Besides, it was found that the mass efficiency for iron element in the system is 95.93%. These efficiencies are calculated for all input elements as 8. 45% for C, 30.31% for Si, 46.36% for Mn, 30.64% for P, 41.96% for S, and 69.79% for Cr, etc. These efficiencies provide valuable ideas about the amount of the input materials that are vanished or combusted for 100 kg of each of the input materials in the EAF and LF system. 展开更多
关键词 electric arc furnace ladle furnace system modeling mass balance steelmaking liquid steel
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Zinc leaching from electric arc furnace dust in alkaline medium 被引量:2
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作者 李宏煦 王洋 苍大强 《Journal of Central South University》 SCIE EI CAS 2010年第5期967-971,共5页
Physical and chemical properties of electric arc furnace (EAF) dust from Tianjin seamless Pipe Company were measured and analyzed. The zinc leaching tests in alkaline medium were carried out under variation of leach... Physical and chemical properties of electric arc furnace (EAF) dust from Tianjin seamless Pipe Company were measured and analyzed. The zinc leaching tests in alkaline medium were carried out under variation of leaching agent concentration, leaching temperature, leaching cumulative time and solid-to-liquid ratio. The thermodynamics and kinetics of the zinc leaching process were also analyzed. The results show that the EAF dust contains 10% (mass fraction) zinc and the median particle size is 0.69 μm. The zinc recovery of 73.4% is obtained tinder the condition of 90 ℃, 6 mol/L NaOH, and 60 min leaching time. With the increase of concentration of NaOH and the cumulative time, zinc leaching will be significantly increased. The kinetics study demonstrates that the leaching reaction is chemically controlled and the reaction activation energy is 15.73 kJ/mol. 展开更多
关键词 electric arc furnace eaf dust zinc leaching HYDROMETALLURGY THERMODYNAMICS leaching kinetics RECYCLING
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Heat Transfer Analysis for Industrial AC Electric Arc Furnace 被引量:1
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作者 ünal amdali Murat Tun 《Journal of Iron and Steel Research International》 SCIE CAS CSCD 2005年第4期9-16,共8页
The heat transfer analysis was performed for an AC electric arc furnace (EAF). Heat losses by conduction, convection and radiation from outer surface, roof, bottom and electrodes of EAF were determined in detail. Some... The heat transfer analysis was performed for an AC electric arc furnace (EAF). Heat losses by conduction, convection and radiation from outer surface, roof, bottom and electrodes of EAF were determined in detail. Some suggestions about decreasing heat losses were presented. 展开更多
关键词 electric arc furnace (eaf) heat analysis industrial furnace
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Application of Extended Kalman Filter to the Modeling of Electric Arc Furnace for Power Quality Issues 被引量:1
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作者 金之俭 王丰华 朱子述 《Journal of Shanghai Jiaotong university(Science)》 EI 2007年第2期257-262,共6页
Electric arc furnaces(EAFs)represent one of the most disturbing loads in the subtransmission or transmission electric power systems.Therefore,it is necessary to build a practical model to descript the behavior of EAF ... Electric arc furnaces(EAFs)represent one of the most disturbing loads in the subtransmission or transmission electric power systems.Therefore,it is necessary to build a practical model to descript the behavior of EAF in the simulation of power system for power quality issues.This paper deals with the modeling of EAF based on the combination of extended Kalman filter to identify the parameter of arc current and the power balance equation to obtain the dynamic,multi-valued u-i characteristics of EAF load.The whole EAF systems are simulated by means of power system blockset in Matlab to validate the proposed EAF model.This model can also be used to assess the impact of the new plant or highly varying nonlinear loads that exhibit chaos in power systems. 展开更多
关键词 electric arc furnaceeaf extended Kalman filter power quality CHAOS
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EAF steelmaking process with increasing hot metal charging ratio and improving slagging regime 被引量:8
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作者 Jian-ping Duan Yong-liang Zhang Xue-min Yang 《International Journal of Minerals,Metallurgy and Materials》 SCIE EI CAS CSCD 2009年第4期375-382,共8页
A new electric arc furnace (EAF) steelmaking process with increasing hot metal charging ratio and improving slagging regime simultaneously was developed and applied in a 50 t electric arc furnace for more than a yea... A new electric arc furnace (EAF) steelmaking process with increasing hot metal charging ratio and improving slagging regime simultaneously was developed and applied in a 50 t electric arc furnace for more than a year at No. 1 Steelmaking Plant of Shanxi Taigang Stainless Corporation Limited. The essential fact of the new EAF steelmaking process was to charge hot metal in two portions or steps: firstly, 35wt%-40wt% hot metal was pretreated by blowing oxygen in a specially designed reactor for decar burization and improving hot metal temperature and melting premelted slag; secondly, 30wt% hot metal was charged into EAF with high basicity refining slags from ladle furnace (LF)-vacuum degassing furnace (VD) refining process. The results show that the hot metal charging ratio can reach to about 65wt%-70wt% for the new EAF steelrnaking process; meanwhile, the tap-to-tap time of a 50 t EAF can shorten by 5-10 min, the electricity consumption can decrease by 35-50 kW·h/t, the lime consumption can reduce by 10.5 kg/t of molten steel, and the content of harmful heavy metals in molten steel can be easily controlled to less than the upper limits of aimed steel specification or grade compared with the traditional EAF steelmaking process. In addition, the dephosphorization ability shows a slight strengthening, however, a small degree of lessening for desulphurization ability is observed for the new EAF steelmaking process, but the weakness of desulphurization ability cannot become an obstacle to its further application since a stronger desulphurization ability can be achieved during secondary refining of LF coupled with VD after EAF steelmaking process. 展开更多
关键词 electric arc furnace eaf charge ratio SLAGGING refining slags LIME
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Scheduling optimization problem considering time-of-use tariffs and piece-rate machine maintenance in EAF steelmaking 被引量:1
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作者 Wei Li Chen Weida Yang Ye 《Journal of Southeast University(English Edition)》 EI CAS 2018年第1期127-134,共8页
An operating schedule of the parallel electric arc furnaces(EAFs)considering both productivity and energy related criteria is investigated.A mathematical model is established to minimize the total completion time and ... An operating schedule of the parallel electric arc furnaces(EAFs)considering both productivity and energy related criteria is investigated.A mathematical model is established to minimize the total completion time and the total electricity cost.This problem is proved to be an NP-hard problem,and an effective solution algorithm,longest processing time-genetic(LPT-gene)algorithm,is proposed.The impacts of varied processing energy consumption and electricity price on the optimal schedules are analyzed.The integrated influence of the different weight values and the variation between the peak price and the trough price on the optimal solution is studied.Computational experiments illustrate that considering the energy consumption costs in production has little influence on makespan;the computational performance of the proposed longest processing time-genetic algorithm is better than the genetic algorithm(GA)in the issue to be studied;considerable reductions in the energy consumption costs can be achieved by avoiding producing during high-energy price periods and reducing the machining energy consumption difference.The results can be a guidance for managers to improve productivity and to save energy costs under the time-of-use tariffs. 展开更多
关键词 electric arc furnaces steelmaking time-of-use tariffs piece-rate machine maintenance longest processing time-genetic(LPT-gene)algorithm energy saving
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Revamping design of an EAF automatic temperature measurement and sampling robot
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作者 JIN Guoping WEI Zhenhong DONG Yiming 《Baosteel Technical Research》 CAS 2023年第3期32-39,共8页
The function,features,and architecture of a robot that performs automatic temperature measurement and sampling applied on a 150-t AC electric arc furnace(EAF)production line of Baosteel were presented,and the key poin... The function,features,and architecture of a robot that performs automatic temperature measurement and sampling applied on a 150-t AC electric arc furnace(EAF)production line of Baosteel were presented,and the key points of design and revamping experience on the site layout,device protection,lance tool,probe container,measuring position control,and system safety were summarized.Furthermore,a valuable reference for the application of automatic temperature measuring and sampling robots in EAF steelmaking plants will be provided. 展开更多
关键词 ROBOT electric arc furnace(eaf) temperature measuring sampling
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14Mn5Nb无缝钢管“鱼鳞”形外折分析与控制
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作者 彭杨 刘荣华 +2 位作者 靳博颖 赵健明 牛亮 《工业加热》 CAS 2024年第4期35-39,44,共6页
某厂14Mn5Nb连铸圆坯(Φ330 mm)轧制成无缝钢管(Φ323.8 mm×8.3 mm)后表面出现大量“鱼鳞”状外折缺陷,影响成材率,成为亟须解决的问题。采用缺陷金相分析,“刻槽”试验,铸坯酸洗确定钢管表面“鱼鳞状”缺陷是由连铸圆坯表面横裂... 某厂14Mn5Nb连铸圆坯(Φ330 mm)轧制成无缝钢管(Φ323.8 mm×8.3 mm)后表面出现大量“鱼鳞”状外折缺陷,影响成材率,成为亟须解决的问题。采用缺陷金相分析,“刻槽”试验,铸坯酸洗确定钢管表面“鱼鳞状”缺陷是由连铸圆坯表面横裂纹造成。采用扫描电镜检测,钢种热溯性分析以及现场数据统计,确定铸坯表面横裂纹产生原因为:Φ330 mm圆坯在当前工艺参数下铸坯进拉矫温度在900~950℃,处于第III脆性区转变温度940℃附近;表面存在较多Nb(C、N)析出物,增加了钢种的裂纹敏感性。通过调整钢种Ti含量至0.02%~0.03%,保护渣碱度由0.97提高至1.14,降低结晶器水量,调整二冷水量配比以确保进拉矫温度≥970℃等措施,有效避免了铸坯横裂纹和无缝钢管鱼鳞外折的产生。 展开更多
关键词 电弧炉炼钢 14Mn5Nb “鱼鳞”形外折 连铸圆坯 横裂纹 矫直温度
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3t电弧炉炉膛扩容改造的实践
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作者 王旭 王双捷 +8 位作者 付超 乔景忠 王雯 谭凤梅 宫伟祥 于博洋 高明 白禹韬 武玉平 《中国铸造装备与技术》 CAS 2024年第1期14-16,共3页
作者针对公司老龄3 t电弧炉冶炼钢水吨位小、单耗高的实际情况,通过对炉壳出钢口进行适度的改造,进而实现了炉膛的扩容和炉料的扩装,并通过加长出钢槽、增大出钢槽倾角措施,解决了由于出钢口提高而带来的钢水包吊车钢丝绳与电弧炉电极... 作者针对公司老龄3 t电弧炉冶炼钢水吨位小、单耗高的实际情况,通过对炉壳出钢口进行适度的改造,进而实现了炉膛的扩容和炉料的扩装,并通过加长出钢槽、增大出钢槽倾角措施,解决了由于出钢口提高而带来的钢水包吊车钢丝绳与电弧炉电极架相互碰撞问题,炉膛扩容改造后从原额定容量3 t扩容到了5 t,显著地提高了钢水冶炼效率,为老龄3 t电弧炉冶炼钢水节能降耗、增产增效提供了技术保障。 展开更多
关键词 电弧炉 炉体 炉壳 出钢槽 扩容 炼钢
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电弧钢厂烟气余热回收用三段流化床反应器设计
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作者 赵远卓 黄超 +2 位作者 赵硕涵 刘申 王琛 《化工管理》 2024年第23期123-127,共5页
针对间歇式电弧炉炼钢开盖时因高温烟气散发而导致的热量损失现象,设计了一台组合式流化床反应器。热回收工艺为:以熟石灰粉(Ca(OH)_(2))为介质,在夹带流反应器中,吸收高温(>600℃)烟气中的热量,转化生成CaO,再将CaO置于流化床反应... 针对间歇式电弧炉炼钢开盖时因高温烟气散发而导致的热量损失现象,设计了一台组合式流化床反应器。热回收工艺为:以熟石灰粉(Ca(OH)_(2))为介质,在夹带流反应器中,吸收高温(>600℃)烟气中的热量,转化生成CaO,再将CaO置于流化床反应器中进行水化反应,重新生成Ca(OH)_(2)并放热和降温,用于加热锅炉凝汽器循环水的热电循环。参与热回收的熟石灰循环利用。针对CaO降温与反应的温度要求,流化床反应器由高温段、反应段及低温段三段组成。过热的CaO粉末由上至下依次通过各层流化床层。设计包括流化床各段传热工艺计算、机械结构设计及附件选型。三段流化床为整体结构,工艺性好,为间歇余热利用设备制造设计提供借鉴和参考。 展开更多
关键词 电弧炉炼钢 烟气余热 流化床反应器
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大容量直流电弧炉接入对电网谐波的影响分析
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作者 苏灿 张智远 +2 位作者 周文 孟良 刘彤 《河北电力技术》 2024年第2期33-40,共8页
大容量直流电弧炉是高功率的非线性负荷,运行时会产生大量谐波,影响电网的电能质量。基于某钢铁集团130t直流电弧炉配电网架构及参数,建立了含治理装置的大容量直流电弧炉的动态仿真模型,分析了大容量直流电弧炉的谐波发射特性及其影响... 大容量直流电弧炉是高功率的非线性负荷,运行时会产生大量谐波,影响电网的电能质量。基于某钢铁集团130t直流电弧炉配电网架构及参数,建立了含治理装置的大容量直流电弧炉的动态仿真模型,分析了大容量直流电弧炉的谐波发射特性及其影响因素。通过现场实测和仿真结果,分析了大容量直流电弧炉接入电网后的谐波特性,验证了静止无功补偿器(SVC)的滤波效果,为直流电弧炉接入电网后的监督和治理提供了参考。 展开更多
关键词 直流电弧炉 谐波 电能质量 静止无功补偿器
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Flexible Power Supply System of AC Electric Arc Furnace
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作者 Chongbin Zhao Qirong Jiang Dong Liu 《Journal of Modern Power Systems and Clean Energy》 SCIE EI CSCD 2023年第2期622-633,共12页
The AC electric arc furnace(EAF)is becoming a core apparatus of the modern steel industry.Nevertheless,it used to be a major threat of power quality in the traditional power supply system.In this paper,a flexible powe... The AC electric arc furnace(EAF)is becoming a core apparatus of the modern steel industry.Nevertheless,it used to be a major threat of power quality in the traditional power supply system.In this paper,a flexible power supply system of the AC EAF is proposed,which is expected to completely alter its inherent cognition of impact load in the power grid.The basics of the power supply for EAF are first reviewed and the novel techniques to enhance the operation flexibility of EAF are introduced.The power circuit and the control structure are then presented,followed by the detailed strategies of various operations fully considering the features of EAF.A large disturbance stability criterion based on the mixed potential theory is also established for the practical application.Both electromagnetic transient simulations using PSCAD and benefit analyses verify the feasibility of the proposed system. 展开更多
关键词 electric arc furnace(eaf) power electronics control power quality power supply system stability analysis
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EAF Quantum-新型电弧炉炼钢技术 被引量:9
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作者 Apfel Jens Beile Hannes Winkhold Achim 《河北冶金》 2018年第10期7-13,共7页
概述了EAF Quantum电弧炉的最新发展和设计概况。Quantum电弧炉提高了自动化水平,在原料使用、废钢操作、运行和维修等方面进一步增大了灵活性和可靠性,降低了电能成本,在污染物排放和噪声治理方面具有较大优势。通过与现代连铸和轧制... 概述了EAF Quantum电弧炉的最新发展和设计概况。Quantum电弧炉提高了自动化水平,在原料使用、废钢操作、运行和维修等方面进一步增大了灵活性和可靠性,降低了电能成本,在污染物排放和噪声治理方面具有较大优势。通过与现代连铸和轧制技术相结合,EAF Quantum电弧炉是长材和带钢短流程生产的理想选择。 展开更多
关键词 电弧炉 炼钢技术 优势
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Simulation and analysis of O_(2)-CaO jet behavior with different shrouding fuel mediums in electric arc furnace steelmaking
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作者 Bing-long Zhang Guang-sheng Wei +2 位作者 Run-zao Liu Rong Zhu Rong-fang Su 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 2020年第11期1259-1269,共11页
The O_(2)-CaO jet with shrouding combustion flame demonstrates some advantages in quick melting and effective slag foaming by delivering lime powder deeply into the molten bath.Combining the discrete particle model an... The O_(2)-CaO jet with shrouding combustion flame demonstrates some advantages in quick melting and effective slag foaming by delivering lime powder deeply into the molten bath.Combining the discrete particle model and the eddy dissipation concept model with the detailed chemical kinetic mechanisms(GRI-Mech 3.0),computational fluid dynamics models of the O_(2)-CaO jet with different shrouding fuel mediums injection were developed.Firstly,the results of the numerical simulation were validated by the measured data of cold test for O_(2)-CaO injection.Then,the interaction between the particles and the gas jet of the O_(2)-CaO jet and the effect of shrouding fuel medium species on the fluid flow characteristics of the O_(2)-CaO jet were analyzed.Results show that the CaO particles can be effectively heated by the shrouding high-temperature combustion flame and compared with the O_(2)-CaO jet without shrouding gas,the potential core length was increased about 2.5,3.3 and 4.3 times by the shrouding flame generated from CO,CH_(4) and C_(3)H_(8).And with shrouding CH_(4) and C_(3)H_(8) injection,the CaO particles can be clustered together in a long distance,which would be helpful to improve the utilization efficiency of CaO particles. 展开更多
关键词 O_(2)-CaO jet Shrouding fuel medium electric arc furnace steelmaking Numerical simulation Cold test CaO particle
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电炉铁水比对供氧量及其利用系数的影响研究
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作者 赵舸 胡砚斌 +1 位作者 王雪明 何赛 《山东冶金》 CAS 2023年第4期22-24,共3页
在高铁水比电炉生产过程中,铁水比是影响电炉供氧量及其利用系数的重要因素。本研究结合理论分析和现场数据分析,发现在终点碳含量在0.049%~0.1%,氧气消耗量及其利用系数与铁水比具有较好的线性关系,对高铁水比电炉冶炼制定供氧制度具... 在高铁水比电炉生产过程中,铁水比是影响电炉供氧量及其利用系数的重要因素。本研究结合理论分析和现场数据分析,发现在终点碳含量在0.049%~0.1%,氧气消耗量及其利用系数与铁水比具有较好的线性关系,对高铁水比电炉冶炼制定供氧制度具有一定的借鉴意义。 展开更多
关键词 电炉 高铁水比 电炉供氧 终点碳含量
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直流电弧炉无功超短期滚动预测及控制 被引量:3
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作者 周文 苏灿 +3 位作者 高敏 朱明星 李铁成 孟良 《电力系统及其自动化学报》 CSCD 北大核心 2023年第1期96-102,共7页
为提升直流电弧炉系统SVC装置动态补偿性能,提出了一种直流电弧炉无功超短期滚动预测及控制方法。首先,分析并揭示了直流电弧炉的控制原理及无功特性;其次,建立了直流电弧炉超短期无功滚动预测模型,基于AIC信息准则和历史冶炼数据实现... 为提升直流电弧炉系统SVC装置动态补偿性能,提出了一种直流电弧炉无功超短期滚动预测及控制方法。首先,分析并揭示了直流电弧炉的控制原理及无功特性;其次,建立了直流电弧炉超短期无功滚动预测模型,基于AIC信息准则和历史冶炼数据实现了预测模型的定阶;然后,基于预测模型提出了直流电弧炉无功超短期滚动预测控制方法;最后,对预测及控制效果进行了仿真验证。与传统控制方法相比,采用预测控制算法后,瞬时闪变降低了31.16%。所提预测控制算法对直流电弧炉系统SVC装置的闪变抑制效果改善显著。 展开更多
关键词 直流电弧炉 预测模型 超短期 滚动预测 预测控制
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电弧炉采用直接还原铁炼钢工艺技术分析 被引量:4
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作者 贺美乐 张豫川 +3 位作者 王庆 杨宁川 游香米 吴学涛 《特殊钢》 2023年第5期33-38,共6页
分析了直接还原铁作为废钢替代品进行电弧炉炼钢的工艺技术特征,并阐明了影响冶炼电耗的主要因素。结果表明,熔池较大留钢量(≥40%)和诸如强化供氧、底吹和电磁搅拌的强化搅拌始终是促进熔化和缩短冶炼周期(可缩短8%~10%)的重要手段。... 分析了直接还原铁作为废钢替代品进行电弧炉炼钢的工艺技术特征,并阐明了影响冶炼电耗的主要因素。结果表明,熔池较大留钢量(≥40%)和诸如强化供氧、底吹和电磁搅拌的强化搅拌始终是促进熔化和缩短冶炼周期(可缩短8%~10%)的重要手段。直接还原铁比例超过30%宜采用连续加料,冶炼前期和中期加料速度一般等于熔化速度28~33 kg/min(供电功率1 MW),需匹配石灰和白云石以防渣线侵蚀,冶炼全程应喷碳使泡沫渣埋弧操作以保证供电效率。为降低冶炼电耗,应控制w[C]1%~4.5%、金属化率≥90%、w[SiO_(2)]≤6%、w[P]≤0.1%、w[S]≤0.04%,使用高C、高金属化率、低SiO_(2)、低P、低S和较高温度的热直接还原铁。采用直接还原铁竖炉和电弧炉相结合的紧凑短流程工艺是低碳节能和洁净化生产的重要方向。 展开更多
关键词 电弧炉 直接还原铁 电耗 低碳节能 洁净化
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电弧炉炼钢绿色化生产技术研究进展 被引量:1
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作者 刘璐华 周伟 +3 位作者 刘永刚 徐文文 杨庆 赖朝彬 《江西冶金》 2023年第5期377-384,共8页
短流程电弧炉炼钢在节能、环保及生产效率方面优势明显。随着我国环保意识的增强及废钢供给量的不断增加,电弧炉炼钢技术得到快速发展,绿色化生产将成为未来电弧炉炼钢发展的主要方向。电弧炉绿色化生产的核心在于如何降低不可再生能源... 短流程电弧炉炼钢在节能、环保及生产效率方面优势明显。随着我国环保意识的增强及废钢供给量的不断增加,电弧炉炼钢技术得到快速发展,绿色化生产将成为未来电弧炉炼钢发展的主要方向。电弧炉绿色化生产的核心在于如何降低不可再生能源的消耗,减少环境污染以及提升资源循环利用效率。大量研究表明,废钢破碎分选技术、焦炭替代技术、二噁英治理技术、废钢预热-连续加料技术及余热回收技术在实现电弧炉绿色化生产方面效果显著。文中阐述5种具有代表性的电弧炉绿色化生产技术发展概况,重点介绍其特点及应用效果,同时,对未来电弧炉绿色化生产进行了展望。 展开更多
关键词 炼钢 电弧炉 绿色化 短流程 环保
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电弧炉炼钢钢铁料消耗评价模型研究
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作者 邹雨池 杨凌志 +3 位作者 彭杨 朱薛辉 朱庆桂 赵映辉 《工业加热》 CAS 2023年第9期10-13,18,共5页
钢铁料消耗是衡量炼钢生产技术水平的重要经济指标,在炼钢过程中钢铁料消耗成本占总成本的80%以上,有效降低钢铁料消耗是减少炼钢成本、提高企业竞争力的重要途径。通过对电弧炉炼钢过程进行机理分析,研究电弧炉炼钢过程物料转化规律,... 钢铁料消耗是衡量炼钢生产技术水平的重要经济指标,在炼钢过程中钢铁料消耗成本占总成本的80%以上,有效降低钢铁料消耗是减少炼钢成本、提高企业竞争力的重要途径。通过对电弧炉炼钢过程进行机理分析,研究电弧炉炼钢过程物料转化规律,建立电弧炉炼钢输入输出平衡关系,得到理论出钢量计算方法。考虑原料特性对于钢铁料消耗的影响,提出以实际出钢量与理论出钢量的比值作为钢铁料消耗评价指标,评价电弧炉炼钢过程中的冶炼操作对钢铁料消耗的影响。采用SQL Server 2012数据库软件与Visual Studio2013开发工具,开发电弧炉炼钢钢铁料消耗评价模型,实现电弧炉冶炼操作对钢铁料消耗影响的评价。为进一步获得各种冶炼操作与钢铁料消耗之间的关系,建立钢铁料消耗优化操作制度奠定基础。 展开更多
关键词 电弧炉炼钢 理论出钢量 钢铁料消耗 评价模型
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Designing Evolutionary Wavelet Neural Network for Estimating Foaming Slag Quality in Electric Arc Furnace Using Power Quality Indices 被引量:3
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作者 Hamzeh Rezvani Hamed Khodadadi 《CSEE Journal of Power and Energy Systems》 SCIE EI CSCD 2022年第4期1165-1174,共10页
In the present study,a novel approach based on an evolutionary wavelet neural network(EWNN)is proposed to estimate the slag quality in an electric arc furnace(EAF)employing power quality indices.In the EWNN,an evoluti... In the present study,a novel approach based on an evolutionary wavelet neural network(EWNN)is proposed to estimate the slag quality in an electric arc furnace(EAF)employing power quality indices.In the EWNN,an evolutionary method is applied to train the parameters for a combination of neural networks and wavelets.I For this purpose,all of the electrical parameters for six melting processes are measured with a power quality analyzer,attached to the secondary component of an EAF transformer at a Saba steel complex,to estimate the foaming slag quality.Experimental results on various combinations of measured electrical parameters,applying the designed EWNN estimator,demonstrate that utilizing five leading indicators leads to the highest precision.The obtained 99%accuracy for estimating the foaming slag quality by EWNN compared to the other methods illustrates the proposed method's efficiency. 展开更多
关键词 electric arc furnace(eaf) evolutionary wavelet neural network(EWNN) foaming slag quality power quality analyzer
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