A method for fault location prediction of traveling wave transmission characteristics of a multi-type cable architecture

Abstract

This invention discloses a fault location and prediction method for traveling wave transmission characteristics in multi-type cable architectures, belonging to the field of fault location technology. The method includes: real-time monitoring of multi-type cable networks to acquire state data streams containing traveling wave characteristics; establishing a dynamic reconstruction model of cable traveling wave transmission characteristics; performing time-frequency domain joint analysis on the state data streams to extract fault feature vector sets; constructing a fault mapping network based on the fault feature vector sets; the fault mapping network includes a fault type feature matrix and a location feature matrix; performing collaborative operations on the fault type feature matrix and the location feature matrix to complete the joint prediction of fault type and location, and outputting fault early warning information. This invention achieves accurate fault location and timely early warning in multi-type cable architectures, improving the accuracy and reliability of fault prediction, and providing effective technical support for preventive maintenance of cable systems.

Images