Humanity faces important challenges concerning the optimal use, security, and availability of energy systems, particularly electrical power systems transmission lines. In this context, data-driven predictive maintenance plans make it possible to increase safety, stability, reliability, systems. contrast, strategies such as dynamic line rating (DLR) optimize use However, these approaches require...