基于交互式人工智能的用电全过程业务管理平台  

Power Consumption Whole Process Business Management Platform Based on Interactive Artificial Intelligence

作　　者：黄祖源 田园 高宇豆 保富 刘溪 HUANG Zu-yuan;TIAN Yuan;GAO Yu-dou;BAO Fu;LIU Xi(Information Center of Yunnan Power Grid Co.,Ltd.,Kunming 650217 China)

机构地区：[1]云南电网有限责任公司信息中心,云南昆明650217

出　　处：《自动化技术与应用》2025年第2期155-158,171,共5页Techniques of Automation and Applications

摘　　要：为解决电力企业相关业务数据的处理分析不及时、管理效率低下的问题,结合交互式人工智能技术,提出针对用电全过程业务综合管理平台的构建。首先根据人工智能技术与C/S构架进行交互式人工智能引擎的设计,然后针对电力用户运行期管理等用电全过程业务,在用户侧业务功能与数据库表基础上,架构业务管理平台。利用平台检测进行检测,分析网络参数对数据导入量与速度的影响,取得网络隐藏层数与相关阈值的最优参数分别是2、24.5、15.72、13.98,经平台功能测试环节验证,该平台能有效实现各功能的交互式操作,且具有较为理想的反馈即时性。In order to solve the problems of untimely processing and analysis of relevant business data of electric power enterprises,and low management efficiency,the construction of a comprehensive management platform for the whole process of power consumption is proposed in combination with interactive artificial intelligence technology.First,it designs an interactive artificial intelligence engine based on artificial intelligence technology and C/S architecture.Then,based on the user-side business functions and data-base tables,the business management platform is constructed for the whole-process business of power consumption such as pow-er user operation management.It uses platform detection to detect,analyze the influence of network parameters on the amount and speed of data import,and obtains the optimal parameters for the number of hidden layers and related thresholds of the net-work are 2,24.5,15.72 and 13.98 respectively.After the platform function test link verifies,the platform can Effectively realize the interactive operation of each function,and has ideal feedback immediacy.

关 键 词：人机交互式 人工智能 用电全过程 业务管理 神经网络 决策树 

分 类 号：TP182[自动化与计算机技术—控制理论与控制工程]