Essays about: "vinfkraft"

Found 1 essay containing the word vinfkraft.

  1. 1. Comparison of different machine learning models for wind turbine power predictions

    University essay from Uppsala universitet/Avdelningen för systemteknik; Uppsala universitet/Institutionen för teknikvetenskaper

    Author : Simon Werngren; [2018]
    Keywords : machine learning; wind power; prediction; ARIMA; LSTM; maskininlärning; vinfkraft; förutsägelse; ARIMA; LSTM;

    Abstract : The goal of this project is to compare different machine learning algorithms ability to predict wind power output 48 hours in advance from earlier power data and meteorological wind speed predictions. Three different models were tested, two autoregressive integrated moving average (ARIMA) models one with exogenous regressors one without and one simple LSTM neural net model. READ MORE