Essays about: "LoadForecasting"

Found 2 essays containing the word LoadForecasting.

  1. 1. Application of cluster analysis to segment residential data with a focus on load profiles

    University essay from Karlstads universitet

    Author : Philip Jones; [2022]
    Keywords : Load Profiles; Clustering; Machine Learning;

    Abstract : This thesis explored different approaches of clustering residential data. The goal was to develop a model with applications in load forecasting contexts, specifically in situations where only a limited amount of residential data is available. READ MORE

  3. 2. Modelling and Forecasting Electricity Load in Secondary Substations

    University essay from Lunds universitet/Matematisk statistik

    Author : Emma Sjöborg; [2017]
    Keywords : LoadModelling; LoadForecasting; GeneralizedAdditiveModels GAM Semiparametric Regression; Smart Grid; Load Profiles; Secondary Substation.; Mathematics and Statistics;

    Abstract : In the energy sector a transition towards smart grid is now taking place as a step towards a sustainable energy distribution. In addition to many other solutions, this transition will depend upon extended measurements and data management to increase the knowledge about load flows (i.e electricity use) in the network. READ MORE