摘要
文章提出了一种基于AI的低压电力线载波模块通信测试技术,探讨了AI在数据采集、特征提取、信号分类、模型训练和故障检测等方面的应用。详细介绍了AI技术在PLC测试中的应用基础,设计了基于AI的自动化测试流程,并进一步研究了AI驱动的实时故障检测与诊断方法。实验结果显示,该技术在提高测试效率、准确性和智能化水平方面具有显著优势,展示了AI在低压电力线载波通信测试中的广阔前景和实际应用价值。
This article proposes an AI based communication testing technology for low-voltage power line carrier modules,and explores the application of AI in data acquisition,feature extraction,signal classification,model training,and fault detection.Detailed introduction of the application foundation of AI technology in PLC testing,design of AI based automated testing process,and further research on AI driven real-time fault detection and diagnosis methods.The experimental results show that this technology has significant advantages in improving testing efficiency,accuracy,and intelligence level,demonstrating the broad prospects and practical application value of AI in low-voltage power line carrier communication testing.
作者
张慧
周百惠
白宗宽
刘锐洁
贾康丽
ZHANG Hui;ZHOU Baihui;BAI Zongkuan;LIU Ruijie;JIA Kangi(State Grid Tacheng Power Supply Company,Tacheng,Xinjiang 834700,China)
关键词
AI
低压
电力线
载波模块
通信测试技术
AI
low voltage
power line
carrier module
communication testing technology
