FELINES is a predictive lightning protection system that detects Preliminary Breakdown Pulses (PBP) to forecast dangerous Return Strokes (RS) affecting electrical infrastructures. Combining electromagnetic modeling, and machine learning enables the preventive disconnection of vulnerable power and renewable energy systems before damage occurs.
machine-learning lightning deep-learning signal-processing classification power-systems electrical-engineering renewable-energy electromagnetic-fields computational-electromagnetics maxwell-equations overvoltage lightning-protection fdtd-simulation
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Updated
Mar 6, 2026 - Jupyter Notebook