Essays about: "DirRec"

Found 1 essay containing the word DirRec.

  1. 1. Household’s energy consumption and productionforecasting: A Multi-step ahead forecast strategiescomparison.

    University essay from Högskolan Dalarna/Mikrodataanalys

    Author : Gonzalo Martín-Roldán Villanueva; [2017]
    Keywords : Multi-step; forecast; strategies; Recursive; Direct; DirRec; DIRMO; MIMO; Artificial Neural Networks; Random Forest; K-Nearest Neighbours Regression; MAPE; MAE;

    Abstract : In a changing global energy market where the decarbonization of the economy and the demand growth are pushing to look for new models away from the existing centralized non-renewable based grid. To do so, households have to take a ‘prosumer’ role; to help them take optimal actions is needed a multi-step ahead forecast of their expected energy production and consumption. READ MORE