基于免疫多Agent技术的煤矿综合能耗B/S动态监控方法

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。

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

In order to further implement the national concept of green, low-carbon and environmental protection development, it is necessary to implement dynamic monitoring of all energy consuming equipment in coal mines. The effective analysis of coal mine production energy consumption is an important basis for putting forward energy saving optimization measures. In order to realize automatic and informationized coal mine energy consumption management, the BS dynamic monitoring method of coal mine comprehensive energy consumption based on immune multi-agent technology is studied. By integrating automatic control theory and computer technology, based on the principle of sub-station control, the equipment types generating energy consumption in coal mine are divided reasonably, and each has a programmable controller. The maximum likelihood estimation method was used to construct a linear equation to determine the location of the monitoring nodes in several unknown nodes. The B/S monitoring architecture is deployed with a variety of communication protocols, and the operation data of coal mine energy consumption equipment is obtained from the metering terminal under the three-layer network structure. The learning model is constructed based on the immune multi-agent technology, and the received data information is analyzed and reasoned to realize the dynamic monitoring of comprehensive energy consumption monitoring in coal mine and complete the method design. The results show that: with different energy consumption equipment as test objects, the proposed method can accurately obtain all the operating information, effectively realize the dynamic monitoring of energy consumption equipment, and provide theoretical basis for its later operation and management, and has application value.