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钢铁制造流程能量流网络的有向网分析及建模

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随着节能工作的开展,中国钢铁工业在传统的技术体系下节能难度越来越大,节能空间越来越小,在高质量发展叠加能耗双控向碳排放双控约束的新时期,钢铁工业进入能源高效转化、能量流智能调控和集成匹配优化的新阶段.能量流网络化运行与智能化调控是进一步挖掘节能潜力的重要手段.能量流网络建模是能源系统智能调控和集成匹配优化的基础.Petri网作为描述网系统的形式化模型,是描述有向网系统单元之间关系及其资源变化的建模工具.为描述"混杂系统",将库所和变迁区分为连续的和离散的2种类型,以表征连续变量和离散事件,构成混杂Petri网.基于冶金流程工程学,分析钢铁制造流程及其能量流网络系统的本构性特征,从系统的角度解析钢铁制造流程能量流网络作为"有向网"所具有的系统结构及其动态运行特征.通过形式化抽象,基于混杂Petri网建模方法,构建了钢铁制造流程能量流网络模型.该模型可对能量流网系统内要素之间的关系进行定性和定量描述,从而形象、逼真地反映系统结构和动态行为特性.以典型钢厂为例建立了能源转换环节的Petri网模型,并基于一个样本日的生产实绩,以1 h时间步长用Matlab软件进行了仿真.仿真结果表明,模型与实际系统符合性较好.该方法可为钢铁制造流程能量流网络系统能源利用状况评测和能源调度动态优化提供技术支撑.
Analysis and modeling of energy flow network for steel manufacturing process based on directed network
With the progress of energy-saving work,the difficulty of energy-saving of steel industry in China is in-creasing,and the potential is decreasing under traditional technological systems in steel manufacturing processes.In the new period of high-quality development on the constraint of the"dual control"of energy consumption and carbon emissions,the steel industry is entering a new stage with efficient energy conversion,intelligent energy-flow dis-patching,and integrated matching optimization.Networked operation and intelligent dispatching of energy flow are important means to explore greater potential for energy-saving.Modeling for energy flow network is the foundation for intelligent dispatching and integrated optimization of energy system.Petri Net,as a formal model for describing net systems,is a modeling tool for describing the relationships between units and the resource changes in directed net systems.Both Places and Transitions have into two types:continuous and discrete,to represent continuous var-iables and discrete events respectively,and thus form a hybrid Petri Net for modeling hybrid system.Based on met-allurgical process engineering,the essential features of the steel manufacturing process and its energy flow network system were analyzed,and the system structure and dynamic characteristics of the energy flow network for steel manufacturing process were analyzed as a"directed network"from"system"perspective.Based on the hybrid Petri Net modeling method,an energy flow network model for steel manufacturing process was developed by formally ab-stracting.This model can qualitatively and quantitatively describe the relationships between elements of the energy flow network system,thus visually and realistically describing the system structure and dynamic characteristics.Taking a typical steel plant as an example,the Petri Net model for the energy conversion process was established and simulated by Matlab software with a 1 h step based on production performance data from a sample day.The simulation results show that the model matches well with the actual system.This method can provide technical sup-port for the energy evaluation,dynamic dispatching and optimization of the energy flow network system for steel manufacturing process.

steel manufacturing processenergy flow networkdirected networkPetri Netmodeling

郦秀萍、杜学强、孙彦广、刘骁

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中国钢研科技集团有限公司钢铁绿色化智能化技术中心,北京 100081

钢铁研究总院有限公司,北京 100081

冶金自动化研究设计院有限公司,北京 100071

唐山市钢铁企业流程控制与优化技术创新中心(唐山阿诺达自动化有限公司),河北唐山 063000

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钢铁制造流程 能量流网络 有向网 Petri网 建模

2024

中国冶金
中国金属学会

中国冶金

CSTPCD北大核心
影响因子:0.907
ISSN:1006-9356
年,卷(期):2024.34(12)