基于免疫多Agent技术的煤矿综合能耗B/S动态监控方法  

B/S dynamic monitoring method of coal mine comprehensive energy consumption based on immune multi-Agent technology

作　　者：罗伟 LUO Wei(CHN Energy Group Shendong Coal Group Co.Ltd.,Shenmu 719315,Shaanxi,China)

机构地区：[1]国家能源集团神东煤炭集团有限责任公司,陕西神木719315

出　　处：《矿冶》2023年第6期115-120,130,共7页Mining And Metallurgy

摘　　要：为实现煤矿内所有耗能设备的动态监控,为节能优化措施的提出提供重要依据,进一步贯彻落实国家绿色低碳环保的发展理念,提出基于免疫多Agent技术的煤矿综合能耗B/S动态监控方法。结合自动控制理论和计算机技术,根据分站控制原理,合理划分煤矿内能源消耗设备的类型,并为每个设备配备可编程控制器。通过极大似然估计法构建线性方程,确定各组设备的监测节点位置。利用多种通信协议,在三层网络结构中部署B/S监测架构,从计量终端收集煤矿能耗设备的运行数据。基于免疫多Agent技术构建学习模型,分析并推理接收到的数据信息,实现对煤矿综合能耗的动态监测。结果表明:以不同的能耗设备为测试对象,基于免疫多Agent技术的煤矿综合能耗B/S动态监控方法可以准确地获取全部运行信息,有效实现能耗设备的动态监测,能够全面监控煤矿中所有耗能设备的运行情况,并为其后期运行和管理提供理论依据,具有应用价值。To achieve dynamic monitoring of all energy consuming equipment in coal mines,provide important basis for proposing energy-saving optimization measures,and further implement the national development concept of green,low-carbon,and environmental protection,a BS dynamic monitoring method for comprehensive energy consumption in coal mines based on immune multi-agent technology is proposed.Combining automatic control theory and computer technology,based on the principle of substation control,the types of energy consumption equipment in coal mines are reasonably classified,and each device is equiped with programmable controllers.A linear equation is constructed using the maximum likelihood estimation method to determine the monitoring node positions of each group of equipment.Multiple communication protocols are utilized to deploy a B/S monitoring architecture in a three-layer network structure to collect operational data of coal mine energy consumption equipment from metering terminals.A learning model based on immune multi-agent technology is built to analyze and infer the received data information,and achieve dynamic monitoring of comprehensive energy consumption in coal mines.The results show that the B/S dynamic monitoring method for comprehensive energy consumption in coal mines based on immune multi-agent technology can accurately obtain all operational information and effectively monitor the operation of energy consumption equipment,with different energy consumption equipment as the test objects.It can comprehensively monitor the operation of all energy consumption equipment in coal mines and provide theoretical basis for their later operation and management,and has application value.

关 键 词：免疫多agent技术 煤矿综合能耗 B/S动态监测 网络通讯 

分 类 号：TP273[自动化与计算机技术—检测技术与自动化装置]