基于人工智能技术的用户用电费用评估技术

User Electricity Cost Evaluation Technology Based on Artificial Intelligence Technology

针对现有的城市用户用电费用评估模型精度低、处理效率差等问题,提出一种基于人工智能技术的信息一体化处理方法,并构建智能系统平台。利用IP网络完成寻优设计,通过建立多载波体系对用电费用监控进行合理化布局,最大限度扩大城市用户监控覆盖范围;采用升特公司开发的SX1276处理芯片与XD1129芯片融合设计,加强智能系统平台处理能力;还通过TOPSIS理想解算法对某小区多个用户的用电费用信息进行合理评估。实验结果表明,该评估算法模型具有较高的精度,在1000用户测点环境下误差仅有0.4%。

Aiming at the problems of low accuracy and poor processing efficiency of the existing urban user electricity cost assessment model,an information integration processing method is proposed based on artificial intelligence technology,and an intelligent system platform is constructed.IP network is used to complete the optimization design,the layout of electricity cost monitoring by establishing a multicarrier system is rationalized,the coverage of urban user monitoring is maximized,and the SX1276 processing chip is developed by Semtech and the XD1129 chip fusion is used to strengthen the intelligent system platform processing power.This study also uses the TOPSIS ideal solution algorithm to reasonably evaluate the electricity cost information of multiple users in a certain community.The experimental results show that the evaluation algorithm model has high accuracy,and the error is only 0.4%in the environment of 1000 user measurement points.