How To Predict The Failure Of Power Fittings?

A detailed analysis of operational status data can serve as a basis for identifying potential risks of aerial electrical fitting in advance. By deploying sensors to obtain indicators such as temperature and current of power line hardware, and combining them with historical operating data to build a model, the long-term trend and abnormal situations of overhead line fittings can be revealed. Utilizing advanced algorithms to process this multi-dimensional data can detect deviations from conventional patterns and help determine the probability of future adverse changes.

Techniques such as thermal imaging can be used to conduct on-site inspections of the distribution line hardware device, which can detect early signs such as overheating at connection points and degradation of the insulation layer. The temperature distribution map obtained from on-site measurements can reflect the internal thermal stress and load distribution of the overhead line connectors, which is beneficial for constructing a characteristic data input analysis framework.