학술논문

Applications of Machine Learning Techniques for the Monitoring of Electrical Transmission and Distribution lines
Document Type
Conference
Source
2022 18th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD) Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD), 2022 18th International Conference on. :1-4 Jun, 2022
Subject
Bioengineering
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Power, Energy and Industry Applications
Fault diagnosis
Analytical models
Power cables
Neural networks
Machine learning
Medium voltage
High-voltage techniques
neural networks
medium voltage underground cables
prognostic
FRA
high voltage transmission systems
fault diagnosis
Language
Abstract
This paper shows some application examples of machine learning techniques in the monitoring of electricity distribution services. In particular, the application of neural network-based techniques is considered in two different areas of interest: monitoring of underground cables in medium voltage lines and fault diagnosis of joints in overhead electrical lines (high voltage).