摘要
阐述针对数据预处理与特征工程、实时监测与反馈机制提出优化策略,包括数据清洗与去噪、数据标准化与归一化、特征选择与构建、实时数据流处理、实时反馈与处理,以及模型更新与优化。
This paper describes optimization strategies for data preprocessing and feature engineering,real-time monitoring and feedback mechanisms,including data cleaning and denoising,data standardization and normalization,feature selection and construction,real-time data stream processing,real-time feedback and processing,as well as model updating and optimization.
作者
王维
张庆芸
WANG Wei;ZHANG Qingyun(Xinghua Power Supply Branch of State Grid Jiangsu Electric Power Co.,Ltd.,Jiangsu 225700,China)
出处
《集成电路应用》
2024年第8期224-225,共2页
Application of IC
关键词
人工智能
用电检查
异常检测
优化策略
artificial intelligence
electricity inspection
anomaly detection
optimization strategy
