Practical 6: Machine Learning for Power Systems

Abstract

In this lab session, we will use a power system dataset to train two models (a linear model and a neural network) to solve an optimisation problem known as the alternating current optimal power flow (ACOPF), a rather difficult non-linear and non-convex optimisation problem.