JuMP is an algebraic modeling language embedded in the Julia programming language.
JuMP allows users to model optimization problems of a variety of kinds, including linear …

The power flow equations relate the power injections and voltages in an electric power
system and are therefore key to many power system optimization and control problems …

The optimal power-flow problem is central to many tasks in the design and operation of
electric power grids. This problem seeks the minimum-cost operating point for an electric …

Abstract The Optimal Power Flow (OPF) problem is a fundamental building block for the
optimization of electrical power systems. It is nonlinear and nonconvex and computes the …

The rapid increase of distributed energy resources (DERs) installation at residential and
commercial levels can pose significant technical issues on the voltage levels and capacity of …

This paper studies how to train machine-learning models that directly approximate the
optimal solutions of constrained optimization problems. This is an empirical risk minimization …

Electric grid faults can ignite catastrophic wildfires, particularly in regions with high winds
and low humidity. In real-time operations, electric utilities have few options for wildfire risk …

HVDC is becoming an increasingly important part of the present day transmission systems.
Accurate models of active and reactive power control capabilities of HVDC converter …

Power transmission lines are an essential component of the electricity distribution system,
responsible for transporting electricity from power plants to homes and businesses. Power …

Railway and power networks are among the most important critical infrastructures and their
vulnerability under different types of disrupting events has been analyzed extensively …