Bart Kruizinga, Senior Consultant and Rob Schulte, Data Scientist at DNV's Smart Cable Guard, introduce Partial Discharge (PD) Pulse characterization, which enhances analysis by incorporating wave-shape information from pulses. This technique leads to more accurate results in real-time cable monitoring. The paper was presented on Tuesday 20th of June 2023 at Jicable (D6-2).