This project focuses on the application of machine learning strategies to solve the Optimal Reactive Power Dispatch (ORPD) problem in the Uruguayan electrical grid, with the goal of minimizing losses and ensuring system stability. Cannot retrieve latest commit at this time. The control room is considered one of the most critical areas in any facility, impacting daily decision-making and overall. The distribution network features numerous points, vast areas and complex environment, and faces problems such as high line loss, low reliability of power supply, frequent power outages, and low user satisfaction. Huawei's Intelligent Power Distribution Solution contributes to the implementation of. Abstract—This paper presents a country-wide remedial action scheme (RAS) implemented in Usinas y Transmisiones Eléctricas (UTE) in Uruguay. When a single contingency or multiple closely timed contingencies occur, the RAS protects the power system from thermal damage to lines, voltage collapse. Huge literature since 1962 Common practice: DC power flow (LP) Also: Newton-Ralphson, interior point,. Unit commitment, economic dispatch State estimation Contingency analysis Feeder reconfiguration, topology control Placement and sizing of capacitors, storage Volt/var control in distribution.