Cable tunnel thermal rating prediction using support vector regression

As transmission grids worldwide adapt to changes in both generation and demand, increasing emphasis is being placed on calculating accurate cable current ratings. This paper outlines a method for predictive cable ratings based on a Support Vector Regression method. The method is applied to the rating of a cable tunnel system, with the results of predicted conditions compared against system data.